# LLMs.txt - Sitemap for AI content discovery # Learn more:https://hopara.io/ai-sitemap/ # Hopara > Bringing real-time data to life --- ## Pages - [Real-time visualizations beyond line charts](https://hopara.io/p/real-time-visualizations-beyond-line-charts/): Real-time visualizations that are easy to build and understand. From the mind behind Postgres, Michael Stonebraker. - [AI Sitemap (LLMs.txt)](https://hopara.io/ai-sitemap/): What is LLMs. txt? LLMs. txt is a simple text-based sitemap for Large Language Models like ChatGPT, Perplexity, Claude, and... - [ServiceNow Data Visualization Platform](https://hopara.io/servicenow-data-visualization/): Discover the power of real-time ServiceNow data visualization to uncover insights, analyze streams, and make smarter decisions. - [Salesforce Data Visualization Platform](https://hopara.io/salesforce-data-visualization/): Discover the power of real-time Salesforce data visualization to uncover insights, analyze streams, and make smarter decisions. - [Snowflake Data Visualization Platform](https://hopara.io/snowflake-data-visualization/): Discover the power of real-time Snowflake data visualization to uncover insights, analyze streams, and make smarter decisions. - [Why Hopara?](https://hopara.io/why-hopara/): Hopara combines rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Data Visualization Platform for Power BI](https://hopara.io/power-bi-data-visualization/): Discover the power of real-time data visualization for Power BI to uncover insights, analyze streams, and make smarter decisions. - [Data Visualization Platform for Kafka](https://hopara.io/kafka-data-visualization/): Discover the power of real-time data visualization for Kafka to uncover insights, analyze streams, and make smarter decisions. - [Data Visualization Platform for Confluent](https://hopara.io/confluent-data-visualization/): Discover the power of real-time data visualization for Confluent to uncover insights, analyze streams, and make smarter decisions. - [Sign Up](https://hopara.io/sign-up/): - [Hopara vs Power BI](https://hopara.io/power-bi-alternative/): Discover the best Power BI alternative for data visualization and monitoring. Learn about a top tool to enhance performance and analytics. - [IT Infrastructure](https://hopara.io/it-infrastructure-visualization/): Hopara simplifies IT infrastructure visualization by providing interactive monitoring of your systems. - [Hopara vs Tableau](https://hopara.io/tableau-alternative/): Discover the best Tableau alternatives for data visualization and monitoring. Learn about a top tool to enhance performance and analytics. - [Hopara vs Grafana](https://hopara.io/grafana-alternatives/): Discover the best Grafana alternatives for data visualization and monitoring. Learn about a top tool to enhance performance and analytics. - [About Hopara New](https://hopara.io/about-hopara-new/): - [Data Lakes](https://hopara.io/data-lake-visualization/): Simplify data lake visualization with Hopara's real-time processing and interactive dashboards for faster decision-making. - [IoT](https://hopara.io/iot/): Leverage IoT real-time data with Hopara's advanced visualization platform for actionable insights and optimized performance. - [Hospitals](https://hopara.io/hospital-data-visualization/): Enhance hospital operations using Hopara's hospital data visualization platform for real-time insights and improved efficiency. - [Life Science](https://hopara.io/life-science/): - [Manufacturing](https://hopara.io/manufacturing-data-visualization/): Explore Hopara's manufacturing data visualization tools to enhance operational efficiency and gain real-time insights. - [Homepage New](https://hopara.io/): Go beyond traditional reports and dashboards by using Hopara’s interactive real-time visualization platform. - [Live Demos](https://hopara.io/live-demos/): - [Partner - Elemental Machines](https://hopara.io/partner-elemental-machines/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Partner](https://hopara.io/partner/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [LP - Move From Spreadsheet Chaos to Lab Operations Clarity](https://hopara.io/move-from-spreadsheet-chaos-to-lab-operations-clarity/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [LP - Say Goodbye to Maintenance Surprises](https://hopara.io/say-goodbye-to-maintenance-surprises/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [LP - When Every Second Counts](https://hopara.io/when-every-second-counts/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [LP - Monday Morning Confidence](https://hopara.io/monday-morning-confidence/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [LP - Downtime Costs More Than Time](https://hopara.io/downtime-costs-more-than-time/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [Quick Start Program](https://hopara.io/quickstart/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Demo Request - Thank you](https://hopara.io/demo-thank-you/): Thank you! Thank you for connecting. I will be back in touch shortly with my calendar so we can schedule... - [Contact Us - Thank you](https://hopara.io/contact-us-thank-you/): - [EBOOK - 5 Ways to Reduce Risk in Lab Operations - DOWNLOAD](https://hopara.io/5-ways-to-reduce-risk-in-lab-operations-download/): Thank you DOWNLOAD NOW - [WEBINAR - Tame the IoT Data Tsumani - VIEW](https://hopara.io/tame-the-iot-data-tsumani-view/): Watch Now - [WPP - Tame the IoT Data Tsumani - DOWNLOAD](https://hopara.io/tame-the-iot-data-tsumani-thank-you/): Thank you DOWNLOAD NOW - [Resources](https://hopara.io/resources/): - [Request a Demo](https://hopara.io/demo-request/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [Agile Digital Twins for Digital Transformation Consulting](https://hopara.io/agile-digital-twins-for-digital-transformation-consulting/): Agile Digital Twins for digital transformation consulting gives you a new tool delivering a timely, cost effective solution for your clients. - [Lab Ops Connect](https://hopara.io/lab-ops-connect/): When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - [Hopara Labs Connect](https://hopara.io/hopara-labs-connect/): When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - [CXO Connect](https://hopara.io/cxo-connect/): When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - [Contact Form Templa](https://hopara.io/contact-form-template/): When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - [Contact Us Form](https://hopara.io/contact-us-form/): Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. - [Agile Digital Twins Webinar for Life Sciences](https://hopara.io/agile-digital-twins-webinar-for-life-sciences/): Learn how Agile Digital Twins are being used in labs to improve asset management, monitoring and responsiveness. - [Agile Digital Twins for Life Sciences II](https://hopara.io/agile-digital-twins-for-life-sciences-ii/): Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. - [Agile Digital Twins for Life Sciences](https://hopara.io/agile-digital-twins-for-life-sciences/): Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. - [Agile Digital Twins II](https://hopara.io/agile-digital-twins-ii/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Agile Digital Twins Webinar](https://hopara.io/agile-digital-twins-webinar/): Learn how to build an Agile Digital Twin in under 30 minutes using ChatGPT and Hopara's ADT development platform - [Smart Buildings](https://hopara.io/smart-buildings/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Industry 4.0](https://hopara.io/manufacturing-industry/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Life Sciences](https://hopara.io/life-sciences/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [Hopara Labs](https://hopara.io/hopara-labs/): Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - [How best to support digital twins](https://hopara.io/how-best-to-support-digital-twins/): How best to support digital twins? Here are the four requirements that display software for digital twin applications should satisfy. - [SingleStore Support](https://hopara.io/singlestore-feedback/): Product feedback and recommendations from SingleStore and thier customers. - [Industry 4.0](https://hopara.io/industry-4-0/): If your industry 4.0 customers aren't saying that about your IoT data dashboard, lets start a conversation about adding a Hopara Viz app. - [Crazy Fantastic](https://hopara.io/crazy-fantastic/): Is that what your customers are saying about your laboratory IoT data dashboard? If not let's start a conversation today. - [Developer Guide](https://hopara.io/developer-guide/): Developer Guide for building a Hopara Viz App. Step by step instructions that anyone can follow. Go to hopara.io to create a new account today. - [IoT Data Viz Now](https://hopara.io/iot-data-viz-now/): There is no excerpt because this is a protected post. - [Use Cases](https://hopara.io/use-cases/): Hopara Use Cases: Read about how other companies are using Hopara to expand and enhance their use of data at scale. - [Tame the IoT Data Tsunami Webinar Video](https://hopara.io/tame-the-iot-data-tsunami-webinar-video/): Tame the IoT Data Tsunami Webinar with Prof. Mike Stonebraker from MIT CSAIL. %%title%% - [Tame the IoT Data Tsunami Report](https://hopara.io/tame-the-iot-tsunami-report/): Tame the IoT Data Tsunami Report and White Paper by Prof. Mike Stonebraker from MIT CSAIL, founder & CTO of Hopara. - [About Hopara](https://hopara.io/about-hopara/): Putting big data into context and make it easier for everyone to find the information they’re looking for. Signup Today: 30-day free trial - [SingleStore and Hopara](https://hopara.io/singlestore-and-hopara/): Integrate a SingleStoreDB with an Agile Digital Twin and start delivering digital transformation results in under 30 days. - [Tame the IoT Data Tsunami](https://hopara.io/tame-the-iot-data-tsunami-webinar/): Tame the IoT Data Tsunami Webinar and White Paper by Prof. Mike Stonebraker from MIT CSAIL, founder & CTO of Hopara. - [Privacy Statement](https://hopara.io/hopara-privacy-statement/): Hopara lets data stewards build real-time data viz apps that empower any stakeholder to understand complex data stores in context. - [Product Terms](https://hopara.io/product-terms/): Hopara, Inc. Subscription Services Agreement HOPARA, INC. (“HOPARA”) IS WILLING TO LICENSE SERVICE OR ACCESS TO SERVICE TO THE COMPANY... - [Website Terms](https://hopara.io/website-terms-of-use/): Website Terms of Use - [IBBX Client Use Case](https://hopara.io/ibbx-client-use-case/): Read how IBBX is using Hopara as a sales differentiator, and growing their business by 10X in just 12 months. Free download. - [Contact Us](https://hopara.io/contact-us/): If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - [Request A Demo](https://hopara.io/request-a-demo/): Request a Hopara demo. Hopara lets data stewards build real-time data viz apps that empower any stakeholder to understand complex data stores in context. ## Posts - [Reduce Downtime in Manufacturing with Real-Time Analytics](https://hopara.io/blog/downtime-in-manufacturing/): Discover how real-time data analytics can help minimize downtime in manufacturing, boost productivity, and optimize operations. - [2.4](https://hopara.io/release-notes/2-4/): In this release we've made it easier to create dynamic flowcharts. We also added SnowFlake support and auto-rotation for 3D visualizations. - [A Guide to Modern Geospatial Data Visualization](https://hopara.io/blog/geospatial-data-visualization/): Explore the power of geospatial data visualization with modern mapping tools. Learn essential techniques, best practices, and advanced analysis methods. - [Top Big Data Visualization Tools: A Complete Comparison Guide](https://hopara.io/blog/big-data-visualization/): Discover the top big data visualization tools for 2025, comparing features, costs, and performance. - [Master 3D Data Visualization: A Complete Guide for 2025](https://hopara.io/blog/3d-data-visualization/): Discover how to leverage 3D data visualization effectively in 2025. Learn tools, strategies, and practices to transform data into insights. - [Laboratory Temperature Monitoring Systems for Lab Efficiency](https://hopara.io/blog/laboratory-temperature-monitoring-system/): Discover how a laboratory temperature monitoring system can enhance efficiency, ensure compliance, and provide insights for better lab operations. - [Learn how Hopara Helps Visualize Confluent Data in Real-Time](https://hopara.io/video/learn-how-hopara-helps-visualize-confluent-data/): Discover the power of real-time Confluent data visualization to uncover insights, analyze streams, and make smarter decisions. - [Learn how Hopara Helps Visualize Snowflake Data in Real-Time](https://hopara.io/video/learn-how-hopara-helps-visualize-snowflake-data/): Discover the power of real-time Snowflake data visualization to uncover insights, analyze streams, and make smarter decisions. - [Discover how Hopara Helps Visualize Lab Data](https://hopara.io/video/discover-how-hopara-helps-visualize-lab-data/): Real-time data visualization platform for lab management to streamline lab equipment management, accelerate issue resolution, and optimize workflows. - [The Power of Real-Time Data Visualiation in Labs](https://hopara.io/white-paper/the-power-of-real-time-data-visualization-in-labs/): Gain insights into how real-time data visualization is transforming lab operations, improving efficiency, and reducing downtime. - [The Hopara Dataverse: The Vision That Will Redefine Data with Dr. Michael Stonebreaker](https://hopara.io/podcast/the-hopara-dataverse-the-vision-that-will-redefine-data-with-dr-michael-stonebreaker/): Imagine a world drowning—not in water, but in data. A relentless flood of information, pouring in from IoT devices, enterprise... - [Advanced Data Visualization: Transforming Business Data](https://hopara.io/blog/advanced-data-visualization/): Discover how advanced data visualization transforms complex business data into actionable insights, improving decisions and efficiency. - [Top 5 Ways To Improve Lab Operations and Monitoring](https://hopara.io/blog/lab-operations/): Discover how Hopara revolutionizes lab operations with real-time monitoring, predictive insights, and enhanced efficiency for modern labs. - [Data Display Software for Complex Industrial Monitoring](https://hopara.io/blog/data-display/): Discover how advanced data display software revolutionizes industrial monitoring, enabling real-time visualization of complex processes for better decision-making. - [Data Visualization Dashboard: A Guide to Modern Analytics](https://hopara.io/blog/data-visualization-dashboard/): Discover how data visualization dashboards transform raw data into actionable insights. Learn key components, real-time capabilities, and design principles for effective analytics. - [Manufacturing Data Analytics: Maximizing Production Efficiency](https://hopara.io/blog/manufacturing-data-analytics/): Discover how using manufacturing data analytics transforms production efficiency, optimizes processes, and drives data-driven decision-making. - [Healthcare Data Governance: Ensuring Quality and Compliance](https://hopara.io/blog/healthcare-data-governance/): Discover the essentials of healthcare data governance, its implementation strategies, and how technology can enhance data quality, compliance, and patient outcomes. - [IoT Data Visualization: Transforming Raw Data into Actionable Insights](https://hopara.io/blog/iot-data-visualization/): Discover how IoT data visualization transforms raw data into actionable insights. Learn techniques, overcome challenges, and choose the right platform for your organization. - [Real-Time Data Visualization: Turning Raw Data into Insights](https://hopara.io/blog/real-time-data-visualization/): Discover the power of real-time data visualization across industries. Learn key components, benefits, and best practices for transforming raw data into actionable insights. - [2.2](https://hopara.io/release-notes/2-2/): This release streamlines the creation of visualizations by adding user objects, templates and snap. - [2.1](https://hopara.io/release-notes/2-1/): This release greatly improves 3D visualizations in Hopara, introduces integration with Power BI and adds saturation configuration for images. - [1.18](https://hopara.io/release-notes/1-18/): Hopara has become increasingly popular for displaying room and floor statuses within facilities using TVs and tablets. This release improves this use case by adding a full-screen mode and real-time updates of configuration and position changes. - [2.0](https://hopara.io/release-notes/2-0/): This release enhances one of the Hopara core capabilities: handling floor plans. - [Unlocking Next-Gen Potential - Key Capabilities of Agile Digital Twins for Labs](https://hopara.io/blog/unlocking-next-gen-potential-key-capabilities-of-agile-digital-twins-for-labs/): While the digital twin concept shows immense promise for revolutionizing lab operations, traditional digital twin solutions come saddled with burdensome... - [Unlock Efficiency with Hopara: Visualize Your Lab's Future](https://hopara.io/video/unlock-efficiency-with-hopara-visualize-your-labs-future/): Downtime and maintenance challenges are costing labs millions in lost efficiency. This lost efficiency can become a thing of the... - [Why Lab Environments Demand Innovative New Approaches](https://hopara.io/blog/why-lab-environments-demand-innovative-new-approaches/): Pharmaceutical therapeutic discovery. Biofuel testing. Genomic breakthroughs advancing precision medicine. The unassuming work within life sciences laboratories forms the foundation... - [Five Ways to Reduce Risks in Lab Operations](https://hopara.io/blog/five-ways-to-reduce-risks-in-lab-operations/): Precision. Data integrity. Quality. In competitive life sciences labs, these attributes directly impact research continuity, regulatory compliance, funding, and ultimately... - [Evolving Research into Businesses with Turing Award winner Mike Stonebraker](https://hopara.io/media/evolving-research-into-businesses-with-turing-award-winner-mike-stonebraker/): In this episode, CSAIL Professor and Turing Award winner Mike Stonebraker sits down with Kara Miller for a conversation about... - [Elemental Machines Announces Partnership with Hopara](https://hopara.io/media/elemental-machines-announces-partnership-with-hopara/): Elemental Machines partners with Hopara to help labs optimize operations and avoid costly inefficiencies - [Tame the IoT Data Tsunami](https://hopara.io/whitepaper/tame-the-iot-data-tsunami/): Tomorrow’s advantage will go to those who most quickly (and easily) convert data-collection to business insight. - [Tame the IoT Data Tsunami](https://hopara.io/webinar/iot-data-tsunami/): Firms are increasingly drowning in the sheer volume of data generated by growing mobile data, cloud computing traffic, IoT, AI. - [Learn Data Visualization from a Turing Award Winner](https://hopara.io/video/learn-data-visualization-from-a-turing-award-winner/): Turing Award Winner and CTO of Hopara, Mike Stonebraker, and Hopara CEO, Gant Redmon, join Ryan Chacon to discuss data... - [Hopara, Founder, CTO: Data Scientists Should Be Better at Data Integration, Management and Visualization](https://hopara.io/media/should-be-better-at-data-integration-management-and-visualization/): Dr. Michael Stonebraker, Founder, CTO and Visionary, Hopara, and Ken Smith, Co-CEO, Founder, Hopara, speak with Ricardo Crepaldi, Director Business... - [How To Best Support Digital Twins](https://hopara.io/media/how-to-best-support-digital-twins-2/): The concept is popular in a factory floor setting, where a client would construct a physical model of the factory.... --- # # Detailed Content ## Pages ### Real-time visualizations beyond line charts > Real-time visualizations that are easy to build and understand. From the mind behind Postgres, Michael Stonebraker. - Published: 2025-04-16 - Modified: 2025-04-18 - URL: https://hopara.io/p/real-time-visualizations-beyond-line-charts/ --- ### AI Sitemap (LLMs.txt) - Published: 2025-04-14 - Modified: 2025-04-14 - URL: https://hopara.io/ai-sitemap/ What is LLMs. txt? LLMs. txt is a simple text-based sitemap for Large Language Models like ChatGPT, Perplexity, Claude, and others. It helps AI systems understand and index your public content more effectively. This is the beginning of a new kind of visibility on the web — one that works not just for search engines, but for AI-powered agents and assistants. You can view your AI sitemap at: https://hopara. io/llms. txt Why it's important Helps your content get discovered by AI tools Works alongside traditional SEO plugins Updates automatically as your content grows --- ### ServiceNow Data Visualization Platform > Discover the power of real-time ServiceNow data visualization to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-03-12 - Modified: 2025-04-14 - URL: https://hopara.io/servicenow-data-visualization/ --- ### Salesforce Data Visualization Platform > Discover the power of real-time Salesforce data visualization to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-03-04 - Modified: 2025-04-14 - URL: https://hopara.io/salesforce-data-visualization/ --- ### Snowflake Data Visualization Platform > Discover the power of real-time Snowflake data visualization to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-02-25 - Modified: 2025-04-14 - URL: https://hopara.io/snowflake-data-visualization/ --- ### Why Hopara? > Hopara combines rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2025-02-24 - Modified: 2025-04-14 - URL: https://hopara.io/why-hopara/ Hopara combines rapid development and lowered data storage and processing requirements delivering reduced time to ROI --- ### Data Visualization Platform for Power BI > Discover the power of real-time data visualization for Power BI to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-02-20 - Modified: 2025-04-14 - URL: https://hopara.io/power-bi-data-visualization/ --- ### Data Visualization Platform for Kafka > Discover the power of real-time data visualization for Kafka to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-02-14 - Modified: 2025-04-14 - URL: https://hopara.io/kafka-data-visualization/ --- ### Data Visualization Platform for Confluent > Discover the power of real-time data visualization for Confluent to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-01-28 - Modified: 2025-04-14 - URL: https://hopara.io/confluent-data-visualization/ --- ### Sign Up - Published: 2025-01-16 - Modified: 2025-04-04 - URL: https://hopara.io/sign-up/ --- ### Hopara vs Power BI > Discover the best Power BI alternative for data visualization and monitoring. Learn about a top tool to enhance performance and analytics. - Published: 2025-01-13 - Modified: 2025-01-20 - URL: https://hopara.io/power-bi-alternative/ --- ### IT Infrastructure > Hopara simplifies IT infrastructure visualization by providing interactive monitoring of your systems. - Published: 2025-01-10 - Modified: 2025-04-14 - URL: https://hopara.io/it-infrastructure-visualization/ --- ### Hopara vs Tableau > Discover the best Tableau alternatives for data visualization and monitoring. Learn about a top tool to enhance performance and analytics. - Published: 2024-12-05 - Modified: 2025-01-20 - URL: https://hopara.io/tableau-alternative/ --- ### Hopara vs Grafana > Discover the best Grafana alternatives for data visualization and monitoring. Learn about a top tool to enhance performance and analytics. - Published: 2024-11-05 - Modified: 2025-01-20 - URL: https://hopara.io/grafana-alternatives/ --- ### About Hopara New - Published: 2024-11-02 - Modified: 2025-02-18 - URL: https://hopara.io/about-hopara-new/ --- ### Data Lakes > Simplify data lake visualization with Hopara's real-time processing and interactive dashboards for faster decision-making. - Published: 2024-10-31 - Modified: 2025-04-14 - URL: https://hopara.io/data-lake-visualization/ --- ### IoT > Leverage IoT real-time data with Hopara's advanced visualization platform for actionable insights and optimized performance. - Published: 2024-10-31 - Modified: 2025-04-14 - URL: https://hopara.io/iot/ --- ### Hospitals > Enhance hospital operations using Hopara's hospital data visualization platform for real-time insights and improved efficiency. - Published: 2024-10-31 - Modified: 2025-04-14 - URL: https://hopara.io/hospital-data-visualization/ --- ### Life Science - Published: 2024-10-24 - Modified: 2025-04-14 - URL: https://hopara.io/life-science/ --- ### Manufacturing > Explore Hopara's manufacturing data visualization tools to enhance operational efficiency and gain real-time insights. - Published: 2024-10-24 - Modified: 2025-04-14 - URL: https://hopara.io/manufacturing-data-visualization/ --- ### Homepage New > Go beyond traditional reports and dashboards by using Hopara’s interactive real-time visualization platform. - Published: 2024-10-24 - Modified: 2025-04-14 - URL: https://hopara.io/ --- ### Live Demos - Published: 2024-06-24 - Modified: 2024-06-24 - URL: https://hopara.io/live-demos/ --- ### Partner - Elemental Machines > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2024-02-14 - Modified: 2024-02-14 - URL: https://hopara.io/partner-elemental-machines/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Hopara and Elemental MachinesEnhance asset utilization and better predict and prevent downtime The partnership between Hopara and Elemental Machines (EM) enables customers to enhance asset utilization and better predict and prevent downtime by monitoring and visualizing all their lab devices via an interactive floorplan. In the age of Industry 4. 0, companies are amassing vast amounts of data, particularly through IoT sensors, and traditional tools are struggling to handle the volume and complexity of data. An excellent solution to this problem is a Hopara Agile Digital Twin, which acts like a virtual sentinel, watching over lab operations in real-time. With this digital twin solution, organizations can efficiently visualize their data in the context of a floor plan in a manner akin to Google Maps, while also connecting to multiple real-time databases and enhancing user experience to boost data utilization in daily tasks. Hopara seamlessly leverages real-time operating data from Elemental Machine’s IoT sensors, which connect virtually to any lab equipment, from any brand, with any function, from any era. Elemental Machine’s plugand-play sensors begin transmitting data 60 seconds after unboxing. The Hopara/EM solution delivers insights within an engaging and user-friendly environment at a fraction of the time and cost typically associated with full-scale digital twins. The combination of Hopara and EM software allows users to see real-time alerts, status, and availability of all equipment in context. Furthermore, with the ability to drill down for more detail on-demand, Hopara’s visualization layer users will benefit by: Interacting with facilities in a totally... --- ### Partner > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2024-02-14 - Modified: 2024-06-19 - URL: https://hopara.io/partner/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Partner with HoparaEmpower your customers to easily monitor and respond to all their assets from one centralized location FEATURED PARTNERSHIP Adding Real-Time Alerts, Status, and Availability to IoT Sensors Learn how Hopara’s real-time insights combined with Elemental Machine’s IoT sensors upgrades and modernizes all equipment in a facility, whether new or old, to provides real-time information on all equipment in the building. LEARN MORE Interested in partnering with Hopara? Reach out to start a conversation. CONTACT US --- ### LP - Move From Spreadsheet Chaos to Lab Operations Clarity > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2024-01-25 - Modified: 2024-01-25 - URL: https://hopara.io/move-from-spreadsheet-chaos-to-lab-operations-clarity/ Move From Spreadsheet Chaos to Lab Operations ClarityEscape the maze of spreadsheets and step into the world of clarity. In just a 25-minute demo, you'll see how an intuitive, interactive floorplan from Hopara brings a new level of transparency and efficiency to your lab operations. You will learn how to: Streamline lab processes Spot and resolve trouble faster Enhance asset utilization Seize the chance to transform your lab operations management strategy. Discover the power of a vastly more efficient approach with Hopara and elevate your team to operational excellence. Will get a simpler screen shot with some red and yellow warnings. “The value already for me is through the roof... in 15 seconds with Hopara I can do everything I’m trying to do manually with Excel sheets. ” LAB OPERATIONS MANAGER, TOP 10 PHARMAFill out the form to get your demonsration. --- ### LP - Say Goodbye to Maintenance Surprises > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2024-01-25 - Modified: 2024-01-25 - URL: https://hopara.io/say-goodbye-to-maintenance-surprises/ Say Goodbye to Maintenance SurprisesPut an end to the unpredictability of lab maintenance, including unexpected downtime and costly maintenance of underutilized equipment. In just a 25-minute demo with Hopara, you’ll learn how you can revolutionize your lab operations: Pinpoint Issues Early Slash Maintenance Expenses Maximize Equipment Efficiency Step into a world where maintenance surprises are a thing of the past, and enjoy a $50 UberEats gift card after your demo. Take control with Hopara. Will get a simpler screen shot with some red and yellow warnings. “The value already for me is through the roof... in 15 seconds with Hopara I can do everything I’m trying to do manually with Excel sheets. ” LAB OPERATIONS MANAGER, TOP 10 PHARMAFill out the form to get your demonsration. --- ### LP - When Every Second Counts > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2024-01-25 - Modified: 2024-01-25 - URL: https://hopara.io/when-every-second-counts/ When Every Second CountsIn the world of lab management, efficiency is a necessity. With Hopara, every tick of the clock is an opportunity to enhance your lab's performance. Schedule a 25-minute demo and discover how to: Spot trouble faster Reduce maintenance costs Improve asset utilization Your time is valuable, so as a token of our appreciation, enjoy a $50 UberEats gift card after completing your demo. Don’t just count the seconds—make every second count with Hopara. “The value already for me is through the roof... in 15 seconds with Hopara I can do everything I’m trying to do manually with Excel sheets. ” LAB OPERATIONS MANAGER, TOP 10 PHARMAFill out the form to get your demonsration. --- ### LP - Monday Morning Confidence > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2024-01-25 - Modified: 2024-01-25 - URL: https://hopara.io/monday-morning-confidence/ Monday Morning ConfidenceWhen your boss asks for a morning lab operations update or you need one yourself, be proactive, not reactive. Hopara turns every query into an opportunity to demonstrate visibility control. Schedule a 25-minute demo and discover how to: Monitor all assets in real-time Reduce maintenance costs Spot and resolve problems Improve asset utilization Hopara equips you to lead with confidence, transforming Monday surprises into showcases of your lab’s efficiency. “The value already for me is through the roof... in 15 seconds with Hopara I can do everything I’m trying to do manually with Excel sheets. ” LAB OPERATIONS MANAGER, TOP 10 PHARMAFill out the form to get your demonsration. --- ### LP - Downtime Costs More Than Time > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2024-01-25 - Modified: 2024-01-25 - URL: https://hopara.io/downtime-costs-more-than-time/ Downtime Costs More Than TimeSee how real time and contextual visualization of your lab operations in an interactive floorplan can minimize costly downtime. During the 25-minute demo, you will discover how to: Spot trouble faster Reduce maintenance costs Improve asset utilization Don’t miss the opportunity to learn how Hopara can help make you and your team lab operations heroes. “The value already for me is through the roof... in 15 seconds with Hopara I can do everything I’m trying to do manually with Excel sheets. ” LAB OPERATIONS MANAGER, TOP 10 PHARMA Fill out the form to get your demonsration. --- ### Quick Start Program > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2023-11-30 - Modified: 2023-12-16 - URL: https://hopara.io/quickstart/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Quick Start Program Unlock Your Agile Digital Twin Potential Get a working Agile Digital Twin, customized with your floorplan and built to your requirements. Gain access to a range of benefits that will kickstart your Agile Digital Twins project and set you on the path to success. 2 HOURS OF EXPERT CONSULTATION Hopara Agile Digital Twins eliminate the complexities and risks associated with data movement. They connect directly to real-time operating data, eliminating the need for ETL processes. Whether you start with a 2D blueprint or require 3D models, our solution adapts to your needs, eliminating barriers that often hinder data initiatives. 25 HOURS OF DEDICATED HOPARA LABS TIME Hopara Labs is where innovation comes to life. With our Quick Start Program, you’ll have access to five hours of Hopara Labs’ expertise, collaborating directly with your team. We’ll work together to create your first Agile Digital Twin, tailored to your requirements. Our experts will ensure it not only meets your expectations but exceeds them, making sure your Agile Digital Twins project starts off on the right foot. AFFORDABLE ONE-TIME FEE We understand that budget considerations are essential. That’s why we offer this incredible opportunity at an affordable onetime fee of $10,000. It’s a costeffective way to experience the benefits of Agile Digital Twins and kickstart your digital transformation journey without breaking the bank. CONTACT US Why Choose the Quick Start Program? Join our Quick Start Program, and let's unlock the potential of your data together. Get in touch with us... --- ### Demo Request - Thank you - Published: 2023-10-29 - Modified: 2023-10-29 - URL: https://hopara.io/demo-thank-you/ Thank you! Thank you for connecting. I will be back in touch shortly with my calendar so we can schedule a quick 15-minute intro call to help us prepare your customized demo. eBook eBook: 5 Ways to Reduce Risk in Lab Operations Precision, data integrity, and quality are paramount in the dynamic world of life sciences labs. Lab operations managers, directors, and QA/QC professionals shoulder the immense responsibility of... Blog Key Insights on Agile Digital Twins from Tech Leaders Mike Stonebraker and Gant Redmon A recent CSAIL podcast featured an enlightening discussion on agile digital twins with database legend Mike Stonebraker and Hopara CEO Gant Redmon... Media Evolving Research into Businesses with Turing Award winner Mike Stonebraker In this episode, CSAIL Professor and Turing Award winner Mike Stonebraker sits down with Kara Miller for a conversation about research and business... 12345 --- ### Contact Us - Thank you - Published: 2023-10-29 - Modified: 2024-11-05 - URL: https://hopara.io/contact-us-thank-you/ --- ### EBOOK - 5 Ways to Reduce Risk in Lab Operations - DOWNLOAD - Published: 2023-10-18 - Modified: 2023-10-18 - URL: https://hopara.io/5-ways-to-reduce-risk-in-lab-operations-download/ Thank you DOWNLOAD NOW --- ### WEBINAR - Tame the IoT Data Tsumani - VIEW - Published: 2023-10-03 - Modified: 2023-10-03 - URL: https://hopara.io/tame-the-iot-data-tsumani-view/ Watch Now https://youtu. be/FVp77jrT9Ws? si=6A4VIH2a60n7hRQx --- ### WPP - Tame the IoT Data Tsumani - DOWNLOAD - Published: 2023-10-02 - Modified: 2023-10-03 - URL: https://hopara.io/tame-the-iot-data-tsumani-thank-you/ Thank you DOWNLOAD NOW --- ### Resources - Published: 2023-09-11 - Modified: 2025-01-20 - URL: https://hopara.io/resources/ --- ### Request a Demo > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2023-09-05 - Modified: 2023-09-11 - URL: https://hopara.io/demo-request/ Experience the Power of Hopara Agile Digital Twins See first-hand how you can revolutionize your data visualization and better optimize your operations. --- ### Agile Digital Twins for Digital Transformation Consulting > Agile Digital Twins for digital transformation consulting gives you a new tool delivering a timely, cost effective solution for your clients. - Published: 2023-06-22 - Modified: 2023-06-22 - URL: https://hopara.io/agile-digital-twins-for-digital-transformation-consulting/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Agile Digital Twins for Digital Transformation ConsultingAccelerating digital transformation ROIAgile Digital Twins for digital transformation consultants gives you a new tool delivering a timely, cost effective solution for your clients. Do you have clients looking for a digital transformation solution that won't blow their budget? Are your clients pushing for you to demonstrate incremental progress, and still have the ability to make updates/changes on an ongoing basis? Would you like to explore a new solution that lies between a full-scale digital twin and just another KPI dashboard? What's an agile digital twin? Agile Digital Twins for Digital Transformation Consulting Engage more users, faster and accelerate time to ROI https://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put real-time data into context and make it easier for everyone to find the information they're looking forwithout requiring special skills or training. Shorter Development Time Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value. Lowered Data Requirements Hopara’s agile digital twins require an order of magnitude less data, reducing the high costs of data compiling, integration, and maintenance - which leads to a greater ROI. User-friendly Navigation Hopara’s agile digital twins require no special end user hardware, and require NO special end user skills or training. --- ### Lab Ops Connect > When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - Published: 2023-06-15 - Modified: 2023-06-17 - URL: https://hopara.io/lab-ops-connect/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Lets start a conversation about how an Agile Digital Twin can help reduce the risk of equipment failure leading to loss in your Lab. --- ### Hopara Labs Connect > When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - Published: 2023-06-15 - Modified: 2023-06-15 - URL: https://hopara.io/hopara-labs-connect/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Start a conversation with Hopara Labs to explore whether (or not) an ADT can help save your digital transformation project time and money. --- ### CXO Connect > When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - Published: 2023-06-15 - Modified: 2023-06-15 - URL: https://hopara.io/cxo-connect/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Start a conversation with our CEO to explore whether (or not) an ADT can help you meet your strategic goals and objectives for less time and money. --- ### Contact Form Templa > When you want to migrate your company into the digital realm, Hopara's Agile Digital Twins can get you there faster and for less. - Published: 2023-06-15 - Modified: 2023-06-15 - URL: https://hopara.io/contact-form-template/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Lets start a conversation --- ### Contact Us Form > Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. - Published: 2023-06-14 - Modified: 2023-06-14 - URL: https://hopara.io/contact-us-form/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Lets start a conversation --- ### Agile Digital Twins Webinar for Life Sciences > Learn how Agile Digital Twins are being used in labs to improve asset management, monitoring and responsiveness. - Published: 2023-06-09 - Modified: 2023-07-10 - URL: https://hopara.io/agile-digital-twins-webinar-for-life-sciences/ Learn how Agile Digital Twins are being used in labs to improve asset management, monitoring and responsiveness. Free Webinar: Agile Digital Twins at work in the Lab Digital Twins have the potential to revolutionize the way life science companies leverage thier data.   But a full-scale twin can cost millions to build, take a year or more before its ready to use, and the data resources required may drive a project beyond a practical ROI. Hopara’s Agile Digital Twins let you see all of your lab assets on a custom floor plan, and connect to real-time data for improved response time, monitoring and maintenance.   ADTs combine the principles of Agile Development with significanlty reduced data requirements to deliver an effective SaaS app at a fraction of the time or cost of a full-scale digital twin. July 12, 2023 - 1:00pm. Hopara's Agile Digital Twins for Life Sciences & Labs Engage more users, faster and accelerate time to ROI https://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put real-time data into context and make it easier for everyone to find the information they're looking forwithout requiring special skills or training. Shorter Development Time Most digital twins can take many months or years before they’re ready to be put to use.   Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value. Lowered Data Requirements Digital twins require massive amounts of data with storage and processing driving a practical ROI out of reach for many projects.   Hopara’s agile digital twins require far less data from the start reducing development and maintenance costs. User-friendly... --- ### Agile Digital Twins for Life Sciences II > Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. - Published: 2023-06-09 - Modified: 2023-06-17 - URL: https://hopara.io/agile-digital-twins-for-life-sciences-ii/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Agile Digital Twinsfor Life Sciences & LabsWould real-time monitoring of lab equipment on a custom floor plan of your own lab across multiple floors help you pinpoint problems with lab equipment before they occur?  Are you tight on budget and short on time to deliver? Hopara lets you see all of your equipment on a custom floor plan and connect to real-time data to improve monitoring, response time, maintenance, and scheduling. If you’re looking for better insight into your lab equipment, let’s start a conversation. Start a conversation Hopara's Agile Digital Twins for Life Sciences and Labs Engage more users, faster and accelerate time to ROI https://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put real-time data into context and make it easier for everyone to find the information they're looking for without requiring special skills or training. Shorter Development Time Most digital twins can take many months or years before they’re ready to be put to use.   Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value. Lowered Data Requirements Digital twins require massive amounts of data with storage and processing driving a practical ROI out of reach for many projects.   Hopara’s agile digital twins require far less data from the start reducing development and maintenance costs. User-friendly Navigation Any user can Pan / Zoom / Jump around your data as easily as surfing the web to pinpoint the exact information they need to be inspired in their work.   Hopara’s agile digital twins are easily configurable, and... --- ### Agile Digital Twins for Life Sciences > Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. - Published: 2023-06-09 - Modified: 2023-09-01 - URL: https://hopara.io/agile-digital-twins-for-life-sciences/ Agile Digital Twins for Life Sciences & Labs gives you rapid agile development combined with custom floor plans connected to real-time data. Agile Digital Twins for Life Sciences and Labs Visualize, monitor, and manage your lab assetsVisualize, monitor, and manage your lab assets Hopara's Agile Digital Twins for Life Sciences and Labs Engage more users, faster and accelerate time to ROI https://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put real-time data into context and make it easier for everyone to find the information they're looking forwithout requiring special skills or training. Shorter Development Time Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value. Lowered Data Requirements Hopara’s agile digital twins require an order of magnitude less data, reducing the high costs of data compiling, integration, and maintenance - which leads to a greater ROI. User-friendly Navigation Hopara’s agile digital twins require no special end user hardware, and require NO special end user skills or training. Agile Digital Twins for Life Sciences and LabsVisualize, monitor, and manage your lab assets --- ### Agile Digital Twins II > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2023-06-02 - Modified: 2023-06-20 - URL: https://hopara.io/agile-digital-twins-ii/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Agile Digital Twins for CXOsDigital Twins and Digital Transformation are revolutionizing the way companies leverage their data. From improving operating efficiency to finding new markets or product innovations to explore, data driven organizations will lead into the future. But the time and cost of projects is causing many CXOs to pause when competitors are accelerating, or cancel projects in the face of overuns nullifying any gains. Developed at MIT's AI Lab (CSAIL), Hopara's Agile Digital Twins combine the principles of Agile Development with significanlty reduced data requirements to deliver an effective digital transformation SaaS app at a fraction of the time or cost. Gant Redmon Hopara's CEOIf you're starting or in the middle of a digital transformation project at your company, start a conversation with our CEO Gant Redmon to explore whether (or not) an ADT can help you meet your strategic goals and objectives in less time and for less money. Schedule a 15 min call Hopara's Agile Digital Twins Engage more users, faster and accelerate time to ROI https://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put real-time data into context and make it easier for everyone to find the information they're looking forwithout requiring special skills or training. Shorter Development Time Most digital twins can take many months or years before they’re ready to be put to use.   Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value. Lowered Data Requirements Digital twins require massive amounts of data with storage... --- ### Agile Digital Twins Webinar > Learn how to build an Agile Digital Twin in under 30 minutes using ChatGPT and Hopara's ADT development platform - Published: 2023-05-31 - Modified: 2023-08-16 - URL: https://hopara.io/agile-digital-twins-webinar/ Learn how to build an Agile Digital Twin in under 30 minutes using ChatGPT and Hopara's ADT development platform Agile Digital Twins Webinar ReplayHow to build an Agile Digital Twin in under 30 minutes using ChatGPT and Hopara Agile Digital Twins deliver all the insghts you want, with all the simplicity you need to accelerate digital transformation across the entire enterprise. Learn how to build an Agile Digital Twin in under 30 minutes using ChatGPT and the Hopara ADT analytics platform.   Hopara's Agile Digital Twins Engage more users, faster and accelerate time to ROI https://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put real-time data into context and make it easier for everyone to find the information they're looking forwithout requiring special skills or training. Shorter Development Time Most digital twins can take many months or years before they’re ready to be put to use.   Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value. Lowered Data Requirements Digital twins require massive amounts of data with storage and processing driving a practical ROI out of reach for many projects.   Hopara’s agile digital twins require far less data from the start reducing development and maintenance costs. User-friendly Navigation Any user can Pan / Zoom / Jump around your data as easily as surfing the web to pinpoint the exact information they need to be inspired in their work.   Hopara’s agile digital twins are easily configurable, and require NO special end user skills or training. --- ### Smart Buildings > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2023-05-11 - Modified: 2023-09-01 - URL: https://hopara.io/smart-buildings/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Agile Twins for Smart BuildingsElevate, monitor, and optimize building performance Visualize, monitor, and manage your building assets Buildings of tomorrow are filled with a network of connected devices that need constant monitoring and management. Everyone is looking for more / better ways to leverage their data for business value.   But the pace and scale of data collection is pushing the limits of traditional BI/KPI dashboards.   At the same time, the time and cost of building a full-scale digital twin is often beyond a reasoable ROI or not necessary for smaller-scale projects.  Agile Digital Twins fill the gap with:geo-positioning across a network of sitesdetailed custom mutli-level floor plans3D models of individual assetsreal-time operating / IoT data If the time and cost of a full scale digital twin is beyond a reasonable ROI, but your business needs more than a traditional BI/KPI dashboard, let's start a conversation Compare Agile Digital Twins to other data viz solutions Request a demo --- ### Industry 4.0 > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2023-05-11 - Modified: 2024-10-25 - URL: https://hopara.io/manufacturing-industry/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Agile Twins for Manufacturing Optimize, transform, and streamline manufacturing processes Visualize, monitor, and manage your facility assets Industry 4. 0 is driven by connected devices that need constant monitoring and management.   Everyone is looking for more / better ways to leverage their data for business value.   But the pace and scale of data collection is pushing the limits of traditional BI/KPI dashboards.   At the same time, the time and cost of building a full-scale digital twin is often beyond a reasoable ROI or not necessary for smaller-scale projects. Agile Digital Twins fill the gap with: geo-positioning across a network of sites detailed custom mutli-level floor plans 3D models of individual assets real-time operating / IoT data If the time and cost of a full scale digital twin is beyond a reasonable ROI, but your business needs more than a traditional BI/KPI dashboard, let's start a conversation. Compare Agile Digital Twins to other data viz solutions Request a demo --- ### Life Sciences > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2023-05-11 - Modified: 2023-12-16 - URL: https://hopara.io/life-sciences/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Agile Twins for Life SciencesVisualize, monitor, and manage your lab assets In the dynamic environments of life sciences labs and manufacturing facilities, traditional approaches to asset monitoring and data visualization, such as legacy applications or business intelligence/dashboards, often have limitations that hinder your ability to proactively optimize maintenance schedules and prevent equipment failures. Standard digital twin projects are costly with long implementation timeframes and high risk of not delivering ROI. Hopara Agile Digital Twins offer a transformative solution by addressing these challenges head-on. Hopara Agile Digital Twins is the next-generation data visualization solution that transforms how life sciences organizations harness the power of their data. With minimized requirements to build, you seamlessly connect to real-time operating data and build quickly because no coding is needed. Agile Digital Twins are infinitely adaptable to handle any use cases, and users benefit from blazingly fast advanced drill-down capabilities, enabling instant insights and superior decision-making to improve operations. Agile Digital Twins deliver tangible value, enabling you to increase uptime, reduce costs, and improve productivity. https://hopara. io/wp-content/uploads/2023/02/see-more. mp4 REQUEST A DEMO PREDICT AND PREVENT DOWNTIME Ensure needed preventative maintenance is not missed Support efforts to prevent unplanned downtime Minimize disruptions and increase reliability ENHANCE ASSET UTILIZATION Avoid underutilization of assets and maximize utilization Improve scheduling and lab asset management More rapidly troubleshoot remotely and respond to problems QUICKLY ADAPT TO CHANGING NEEDS Address evolving business cycles and lab requirement Quickly iterate new digital twins to optimize processes, workflows Seamlessly integrate new data sources and expand... --- ### Hopara Labs > Agile Digital Twins from Hopara combine rapid development and lowered data storage and processing requirements delivering reduced time to ROI - Published: 2023-05-11 - Modified: 2023-05-12 - URL: https://hopara.io/hopara-labs/ Hopara can develop a digital twin in a fraction of the time and a fraction of the expense as building a full scale twin. Ask us how today. Hopara Labs Where data experts accelerate business value for clients. At our core we’re all about data.   Hopara Labs was forged at MIT CSAIL by Prof. Mike Stonebraker.   Mike kept getting asked by company executives, why can’t we explore our enterprise data on something like GoogleMaps, but with custom canvases?   Mike being Mike, the answer is now you can with Hopara’s Agile Digital Twins. Designed by Mike and built by a global team of expert engineers, designers and data integration experts, Hopara is now working with clients in Life Sciences, Industry 4. 0, and Smart Buildings to help them find value from their enterprise data. “Think of us like GoogleMaps on steroids. ” says Mike.   ‘You can get a bird’s eye view of all of your locations, and then drill down into just one and view the operating performance data of just one asset - in seconds. ’ --- ### How best to support digital twins > How best to support digital twins? Here are the four requirements that display software for digital twin applications should satisfy. - Published: 2023-04-26 - Modified: 2023-04-26 - URL: https://hopara.io/how-best-to-support-digital-twins/ How best to support digital twins? Here are the four requirements that display software for digital twin applications should satisfy. How best to support digital twins?   Here are the four requirements that display software for digital twin applications should satisfy. Request a copy of our whitepaper: How best to support digital twins: Agile Digital Twins Engage more users, faster to accelerate time to ROIhttps://hopara. io/wp-content/uploads/2023/02/see-more. mp4Put big data into context and make it easier for everyone to find the information they're looking forwithout requiring special skills or training. Shorter Development Time Most digital twins can take many months or years before they're ready to be put to use.   Hopara can develop and deploy an agile digital twin in under twelve weeks so your stakeholders can start leveraging your data for business value sooner. Lowered data requirements Digital twins require massive amounts of data with storage and processing driving a practical ROI out of reach for many projects.   Hopara's agile digital twins require far less data from the start, and costs less to run. Easy Navigation for everyone Pan / Zoom / Jump around your data as easily as surfing the web to pinpoint the exact information you need to be inspired in your work.   Hopara's agile digital twins require NO special end user skills or training. --- ### SingleStore Support > Product feedback and recommendations from SingleStore and thier customers. - Published: 2023-04-03 - Modified: 2023-04-03 - URL: https://hopara.io/singlestore-feedback/ Product feedback and recommendations from SingleStore and thier customers. Product feeback formCustomer ReferralsPlease direct all customer referrals to the following email.   Hopara will respond directly to the customer. Thank you, Hopara Sales Direct referrals:  singlestore@hopara. io  Product FeedbackPlease complete the form to the right to submit a bug fix request, or feature enhancement recommendation.  Thank you, Hopara Labs FAQ's & ReferencesAdditional resources for Hopara Viz App Developers App Builder Documentation --- ### Industry 4.0 > If your industry 4.0 customers aren't saying that about your IoT data dashboard, lets start a conversation about adding a Hopara Viz app. - Published: 2023-03-23 - Modified: 2023-04-12 - URL: https://hopara.io/industry-4-0/ Crazy fantastic is what users are saying about Hopara VIz Apps. "Wow that is crazy fantastic! "   That's exactly what one of our client's customers said about their product after adding a Hopara Viz App to their data dashboard.   Now they use the viz app as a sales differentiator.   If you'd like to enhance your IoT machine sensor data dashboard with a next gen data viz environment let's start a conversation.   We'll send you a copy of MIT Prof. Mike Stonebraker's 'Taming the IoT data tsunami'. Start the conversation Hopara's Viz Apps Can your IoT data dashboard do this? https://hopara. io/wp-content/uploads/2023/02/see-more. mp4 Put big data into context  and make it easier for everyone to find the information they’re looking for without requiring special skills or training. Real-time data Connect to any database or multiple databases, pull from real-time data in 0. 5 seconds, in the cloud or on-prem.   Connect to a data lake or add to an existing Analytics / KPI / data reporting dashboard.   Custom Canvases View data on custom canvases like a floor plan or custom geo-region with semantic zoom that fetches only as much data as needed to keep the screen clean, clear, and easy to understand. Easy Navigation Pan / Zoom / Jump around your data as easily as surfing the web to pinpoint the exact information you need to be inspired in your work, NO special end user skills or training required. --- ### Crazy Fantastic > Is that what your customers are saying about your laboratory IoT data dashboard? If not let's start a conversation today. - Published: 2023-03-23 - Modified: 2023-04-12 - URL: https://hopara.io/crazy-fantastic/ Crazy fantastic is what users are saying about Hopara Viz Apps. "Wow that is crazy fantastic! "   That's exactly what one of our client's customers said about their product after adding a Hopara Viz App to their data dashboard.   Now our client uses our viz app as a sales differentiator. If you'd like to enhance your lab IoT asset management data dashboard with a next gen data viz environment let's start a conversation.   We'll send you a copy of MIT Prof Mike Stonebraker's 'Taming the IoT data tsunami' whitepaper. Start the conversation Hopara's Viz Apps Can your IoT data dashboard do this? https://hopara. io/wp-content/uploads/2023/02/see-more. mp4 Put big data into context  and make it easier for everyone to find the information they're looking for without requiring special skills or training. Real-time data Connect to any database or multiple databases, pull from real-time data in 0. 5 seconds, in the cloud or on-prem.   Connect to a data lake or add to an existing Analytics / KPI / data reporting dashboard.   Custom Canvases View data on custom canvases like a floor plan or custom geo-region with semantic zoom that fetches only as much data as needed to keep the screen clean, clear, and easy to understand. Easy Navigation Pan / Zoom / Jump around your data as easily as surfing the web to pinpoint the exact information you need to be inspired in your work, NO special end user skills or training required. --- ### Developer Guide > Developer Guide for building a Hopara Viz App. Step by step instructions that anyone can follow. Go to hopara.io to create a new account today. - Published: 2023-03-17 - Modified: 2023-03-21 - URL: https://hopara.io/developer-guide/ Hopara User GuidesThere are three types of Hopara Users:Users – able to navigate around large scale, complex data sets as fast and easy as navigating around a web site.   > Go to User GuideEditors – able to edit the front end of a Hopara Viz App: add, remove, and re-position ‘assets’ on the screen like floor plans and data reporting units like sensors or IoT devices.   > Go to Editor GuideDevelopers – able to build new Hopara Viz App using a Pre-designed template connected to your data set.   > Go to Developer GuideIf you would like a totally custom viz app please Contact Hopara Labs to discuss your data resources and business requirements.   3.    Developer Guide: Learn how to get started building a Hopara data viz app. This guide will teach you how customize a sample Hopara Viz App template.   Later in a tutorial with Hopara Labs you will learn how to connect your data to create your own custom viz app from a template.  There are three steps to this Guide:Basic App NavigationCustomizing an App Template using Sample DataCreating a new app linking a Hopara Template to a NEW databaseIf you would like a viz app that does not look like one of the pre-designed Templates please Contact Hopara Labs to discuss your data resources and business requirements.   1. Basic App Navigation Hopara viz apps are designed to make navigating around complex data fast and easy for any user.   You DO NOT need any special skills or training.   If you... --- ### IoT Data Viz Now - Published: 2023-03-10 - Modified: 2023-03-10 - URL: https://hopara.io/iot-data-viz-now/ Are you squandering your IoT Investments? Don't wait to for your current IoT solutions to close the loop on visualizationsFREE GUIDE How is it that our decision-makers are drowning in data—but are still unable to really use it to gain timely, relevant, easy-to-see insight? Experts say the missing link is in your approach to data visualization. The fact is, today's most powerful IoT tools rely on data-viz technology that's decades old. This short article outlines the problem—and the solution: Hopara's revolutionary feature set that allows non-technical users to leverage history's fastest and most powerful analytics tool—the human eye—to scan, zoom, and delve into the tsunami of IoT data now at their fingertips. This is the missing link to realizing the full potential of your IoT investment. --- ### Use Cases > Hopara Use Cases: Read about how other companies are using Hopara to expand and enhance their use of data at scale. - Published: 2023-03-09 - Modified: 2024-07-02 - URL: https://hopara.io/use-cases/ Hopara Use Cases Use CasesVisualize, monitor, and manage your lab assets and manufacturing facilitiesLife sciences labs and manufacturing facilities are controlled, complex environments filled with diverse, disparate, and specialized systems and equipment. Legacy applications, dashboards, and text alerts are confusing, siloed, and not contextual. With Hopara, all your facilities and assets are accessible in a centralized view. Easily drill down and gain insight into context, trends, and individual sensor data - all the information you need to make quick and accurate decisions around troubleshooting, maintenance, and facilities health. GET A DEMO Hopara for Life Sciences Support regulatory and certification requirements, such as CLIA/CAP. Identify if experiments issues are caused by equipment, technician errors, or HVAC problems. Monitor and alert to out-of-range equipment, diagnose remotely, and perform quality control. Perform predictive maintenance, asset scheduling, and process optimization. We were getting alerts but no one responded because they didn’t know where the faulty device was. Hundreds of thousands of dollars of experiments were being ruined. It had a huge monetary and regulatory impact. Now we know exactly where the problem is and can respond before damage is done. LAB MANAGER Hopara is a market differentiator for us. People are tired of lists and traditional dashboards. They need data in the context of their factory floor. Customers buy our data intelligence partly because they can easily see where the problem is located with our partner, Hopara. IBBXHopara for Manufacturing Whether remote or on-site, everyone works from a centralized and common view of the facility Coordinate activities... --- ### Tame the IoT Data Tsunami Webinar Video > Tame the IoT Data Tsunami Webinar with Prof. Mike Stonebraker from MIT CSAIL. %%title%% - Published: 2023-01-27 - Modified: 2023-02-16 - URL: https://hopara.io/tame-the-iot-data-tsunami-webinar-video/ Webinar Thanks for signing up! https://www. youtube. com/watch? v=FVp77jrT9Ws --- ### Tame the IoT Data Tsunami Report > Tame the IoT Data Tsunami Report and White Paper by Prof. Mike Stonebraker from MIT CSAIL, founder & CTO of Hopara. - Published: 2023-01-18 - Modified: 2023-02-13 - URL: https://hopara.io/tame-the-iot-tsunami-report/ White Paper Tame the IoT Data Tsunami Tomorrow's advantage will go to those who most quickly (and easily) convert height="150" src="https://hopara. io/wp-content/uploads/2022/10/mike-150x150. jpg" alt="" loading="lazy" srcset="https://hopara. io/wp-content/uploads/2022/10/mike-150x150. jpg 150w, https://hopara. io/wp-content/uploads/2022/10/mike-300x300. jpg 300w, https://hopara. io/wp-content/uploads/2022/10/mike-600x600. jpg 600w, https://hopara. io/wp-content/uploads/2022/10/mike-768x768. jpg 768w, https://hopara. io/wp-content/uploads/2022/10/mike-80x80. jpg 80w, https://hopara. io/wp-content/uploads/2022/10/mike-70x70. jpg 70w, https://hopara. io/wp-content/uploads/2022/10/mike-100x100. jpg 100w, https://hopara. io/wp-content/uploads/2022/10/mike-480x480. jpg 480w, https://hopara. io/wp-content/uploads/2022/10/mike-670x670. jpg 670w, https://hopara. io/wp-content/uploads/2022/10/mike-370x370. jpg 370w, https://hopara. io/wp-content/uploads/2022/10/mike-75x75. jpg 75w, https://hopara. io/wp-content/uploads/2022/10/mike. jpg 800w" sizes="(max-width: 150px) 100vw, 150px" /> Professor Michael Stonebraker Inventor of INGRES and POSTGRES Winner 2014 Turing Award Educator MIT (CSAIL) UC Berkeley Founded ten commercial startups Fill out the form to receive this guide from MIT's Mike Stonebraker - a renowned data visualization leader. We're drowning in data and have plenty of tools, but we're really no better informed. Why? Some of the main challenges with today's solutions are:People can't get dynamic data fast enoughPeople can't freely navigate to see data in contextData isn't being presented in the way human minds are proven to make connections and gain insightTomorrow's advantage will go to those who most quickly (and easily) convert data-collection to business insight. Hopara's FREE loT Visualization Guide will share with you the challenges and now opportunities to tame the loT Data Tsunami. We'll share just how a next-generation, loT dataviz platform MUST ensure:No lag between real-time data feeds and availabilityNo more data silos or format challengesCurrent data viz tools work better and fasterIngestion of limitless quantities of live data that the loT age createsSupport of... --- ### About Hopara > Putting big data into context and make it easier for everyone to find the information they’re looking for. Signup Today: 30-day free trial - Published: 2023-01-17 - Modified: 2025-02-18 - URL: https://hopara.io/about-hopara/ About Hopara Transforming how labs and manufacturing facilities monitor, respond to, and locate their assets Hopara is the next-generation asset monitoring company transforming how businesses monitor their facilities, respond to issues, and locate their assets. Built in MIT’s Artificial Intelligence Lab (CSAIL), Hopara is a response to the limits of traditional systems that include non-contextual text alerts, spreadsheets, and graphs. With dynamic interactive visualization of all your facilities, custom multi-level floor plans, 3D models of individual assets, realtime operating / IoT data, and more, Hopara lets you understand exactly where your issues are located and gives you the context to respond quickly. https://www. youtube. com/watch? v=PrQUPMw2WJQ Our Leadership Founder: Prof. Mike Stonebraker “Tomorrow’s competitive advantage will go to those who most quickly (and easily) convert alt="Headshot of white male in a blue button down shirt" width="554" height="554" /> Our CEO: Massood Zarrabian Multiple, Venture backed, successful startups and turnarounds Favorite movie quote "Here's looking at you, kid" Fortunate to have worked with so many great people. Co-founder: Ricardo Mayerhofer Seasoned tech leader Agile pioneer Third startup Kitesurfer Talk to Us Reach out to discuss how Hopara can help you quickly locate and analyze problems with your facility and assets. GET A DEMO --- ### SingleStore and Hopara > Integrate a SingleStoreDB with an Agile Digital Twin and start delivering digital transformation results in under 30 days. - Published: 2022-12-08 - Modified: 2023-07-20 - URL: https://hopara.io/singlestore-and-hopara/ Integrate a SingleStoreDB with an Agile Digital Twin and start delivering results in under 30 days. Webinar for SingleStore Developers July 26, 2023, 1pm EST See the pop up window above to Sign Up Learn the core elements of an Agile Digital Twin and how to integrate it with SingleStore.   For use improving life sciences / lab operations, streamlining manufacturing process flows, or to capture/recover the elusive digital transformation ROI. Introduction to Agile Digital Twins How to integrate a SingleStore DB with an ADT How to build 2D and 3D components for an ADT Using ADT templates to accelerate development. Q&A Attendees interested in a joint development project building an Agile Digital Twin for your company in partnership with Hopara Labs please Contact Us. Digital Transformation and Digital Twins have revolutionized the way companies leverage thier data.   But a full-scale twin can cost millions to build, a year or more before its ready to use, and the data resources required may drive a project beyond a practical ROI. Hopara’s Agile Digital Twins are digital representations of the physical world or analog process, connected to real-time operating data, displayed in an engaging user-friendly environment. We combine the principles of Agile Development with significanlty reduced data requirements to deliver an effective SaaS app at a fraction of the time or cost of a full-scale digital twin.   Hopara's Agile Digital Twin product can be found on SingleStore Connect.   --- ### Tame the IoT Data Tsunami > Tame the IoT Data Tsunami Webinar and White Paper by Prof. Mike Stonebraker from MIT CSAIL, founder & CTO of Hopara. - Published: 2022-11-02 - Modified: 2023-02-17 - URL: https://hopara.io/tame-the-iot-data-tsunami-webinar/ Webinar Tame the IoT Data Tsunami Find out how a new, built-for-IoT dataviz solution is helping firms make better decisions, more easily in an age of ever-increasing data volumes and complexity. https://www. youtube. com/watch? v=bM3ddtrqrbI Fill out the form for access to the complete Webinar. For enterprises seeking to leverage analytics to fuel growth, Hopara is the MIT-developed IoT analytics solution that empowers any business user to easily make better, height="150" src="https://hopara. io/wp-content/uploads/2022/10/mike-150x150. jpg" alt="" loading="lazy" srcset="https://hopara. io/wp-content/uploads/2022/10/mike-150x150. jpg 150w, https://hopara. io/wp-content/uploads/2022/10/mike-300x300. jpg 300w, https://hopara. io/wp-content/uploads/2022/10/mike-600x600. jpg 600w, https://hopara. io/wp-content/uploads/2022/10/mike-768x768. jpg 768w, https://hopara. io/wp-content/uploads/2022/10/mike-80x80. jpg 80w, https://hopara. io/wp-content/uploads/2022/10/mike-70x70. jpg 70w, https://hopara. io/wp-content/uploads/2022/10/mike-100x100. jpg 100w, https://hopara. io/wp-content/uploads/2022/10/mike-480x480. jpg 480w, https://hopara. io/wp-content/uploads/2022/10/mike-670x670. jpg 670w, https://hopara. io/wp-content/uploads/2022/10/mike-370x370. jpg 370w, https://hopara. io/wp-content/uploads/2022/10/mike-75x75. jpg 75w, https://hopara. io/wp-content/uploads/2022/10/mike. jpg 800w" sizes="(max-width: 150px) 100vw, 150px" /> Prof. Michael Stonebraker  Michael Stonebraker is a pioneer of database research and technology. He joined the University of California, Berkeley, as an assistant professor in 1971 and taught in computer science and EECS departments for 29 years. While at Berkeley, he developed prototypes for the INGRES relational data management system, the object-relational DBMS, POSTGRES, and the federated system, Mariposa. He is the founder of three successful Silicon Valley startups whose obiective was to commercialize these prototypes. Mike is the author of scores of research papers on database technology, operating systems, and the architecture of system software services. He was awarded the ACM System Software Award in 1992 (for INGRES) and the Turing Award in 2015. He was elected to the National... --- ### Privacy Statement > Hopara lets data stewards build real-time data viz apps that empower any stakeholder to understand complex data stores in context. - Published: 2022-10-24 - Modified: 2022-12-15 - URL: https://hopara.io/hopara-privacy-statement/ Hopara Privacy Statement Your right to privacy is very important to us. We recognize that when you choose to provide us with information about yourself, you trust us to act in a responsible manner. We believe this information should only be used to help us provide you with better service. We do not sell or rent the information you provide to us online to third parties. Collection of Personal Information When you visit our web site and access information you remain anonymous. However, when you engage in certain activities on this site, such as requesting product information, downloading software or content, or entering contests, Hopara may ask you to provide certain information about yourself such as your name, mailing address, e-mail address, and other personal identifying information. When you submit personal information to Hopara, you understand and agree that Hopara and its partners and trusted vendors may transfer, store, and process your customer profile in any of the countries in which Hopara conducts business, including without limitation, the United States. Hopara collects this information to record and support your participation in the activities you select. If you order a product, for example, the information is used to register your license and rights, if any, to technical support or other benefits that may be made available to registered users. If you enter a contest, information is collected to qualify the entry and contact you regarding the contest or prize awards. Hopara also uses information that you provide as part of our... --- ### Product Terms - Published: 2022-10-24 - Modified: 2022-12-15 - URL: https://hopara.io/product-terms/ Hopara, Inc. Subscription Services Agreement HOPARA, INC. (“HOPARA”) IS WILLING TO LICENSE SERVICE OR ACCESS TO SERVICE TO THE COMPANY OR ENTITY THAT WILL BE USING OR ACCESSING THE SERVICE AND THAT YOU REPRESENT AS AN EMPLOYEE OR AUTHORIZED AGENT ("YOU” OR “YOUR") ONLY ON THE CONDITION THAT YOU ACCEPT ALL OF THE TERMS OF THIS SUBSCRIPTION SERVICES AGREEMENT (the “AGREEMENT”). PLEASE READ THE TERMS AND CONDITIONS OF THIS AGREEMENT CAREFULLY BEFORE ACCEPTING THIS AGREEMENT ON BEHALF OF YOUR COMPANY OR ENTITY. BY ACCEPTING THIS AGREEMENT, EITHER BY CLICKING A BOX INDICATING YOUR ACCEPTANCE, EXECUTING AN ORDER OR PROPOSAL, OR BY USING OR ACCESSING THE SERVICE, YOU AGREE TO THE TERMS OF THIS AGREEMENT. 1. License to Use Hopara grants You a non-exclusive, non-transferable license to access and use Hopara’s software in machine-readable form on Hopara servers or Your servers as applicable (collectively the “Service”) for Your internal business purposes. All purchased licenses are for annual periods beginning upon purchase unless otherwise stated in the Order Form provided by Hopara. Proof of Value licenses are for 30 days from activation. The Order Form will also describe the authorized number of user, capacity, and any other terms or restrictions and is hereby incorporated into this Agreement. User accounts shall be set up using the actual identity of the user. Any release, revision, or enhancement to the Service or the result of any services performed hereunder that Hopara may furnish to You becomes a part of Service and is governed by this... --- ### Website Terms > Website Terms of Use - Published: 2022-10-24 - Modified: 2022-12-15 - URL: https://hopara.io/website-terms-of-use/ General Please read these terms of use (the “Terms”) carefully before using the websites of Hopara, Inc. and its subsidiaries (collectively “Hopara”). By accessing, browsing or using these websites, you acknowledge that you have read, understood and agree tox be bound by these Terms and to comply with all applicable laws and regulations, including United States export and re-export control laws and regulations. Any diversion contrary to United States export laws is prohibited. If you do not agree to these Terms, you are not authorized to use these websites. These Terms govern your use of the websites, any content (such as text, data, information, software, graphics or photographs) that Hopara may make available through the websites (collectively, “Materials”) and any services that Hopara may provide through the websites (collectively, “Services”). The websites, Materials and Services are referred to in these terms collectively as the “Hopara Websites. ” Hopara reserves the right to modify these Terms, or change or remove features of Hopara Websites at any time. Your continued use of Hopara Websites after the date of the modification shall be deemed acceptance of the modified Terms or agreement, as applicable. Additional or different Terms, conditions and notices may apply to specific materials, information, products, software or services offered through the Hopara Websites. In the event of any conflict, such additional or different terms, conditions and notices will prevail over these Terms. Please see the applicable agreement or notice. Use of Software To the extent that Hopara provides for the download... --- ### IBBX Client Use Case > Read how IBBX is using Hopara as a sales differentiator, and growing their business by 10X in just 12 months. Free download. - Published: 2022-10-11 - Modified: 2023-04-26 - URL: https://hopara.io/ibbx-client-use-case/ IBBX Client Use Case: Hopara as a sales differentiator. "We are working to take this business to a new level and having partners like Hopara is one of the most important point for the near future. " Antonio Barros Chief Revenue Officer, IBBX Industry: loT Product & Solution Provider Client: IBBX - Unlimited power for any loT device Company background: Unlocking scalability for industrial loT. Complete and cost-effective solution to industry's battery and connectivity issues. IBBX is a Brazilian startup that developed an innovative technology capable of capturing and transmitting wireless energy and data over long distances. This solution is completely flexible and can be adapted to the most varied sectors and application systems.   Read more about Hopara for IoT. Website: https://ibbx. tech Business Driver: Increase sales by adding a new data visualization element to their loT sensor reporting dashboard. Results: IBBX now uses their Hopara visualization as a sales tool. The company has increased its sensor deployments by 5X in just twelve months of going live with Hopara. Request full use case  --- ### Contact Us > If you’d like to move beyond boring data dashboards into a next gen data viz environment let’s start a conversation - Contact us at Hopara - Published: 2022-04-26 - Modified: 2024-11-02 - URL: https://hopara.io/contact-us/ --- ### Request A Demo > Request a Hopara demo. Hopara lets data stewards build real-time data viz apps that empower any stakeholder to understand complex data stores in context. - Published: 2022-04-25 - Modified: 2023-09-16 - URL: https://hopara.io/request-a-demo/ Experience the Power of Hopara Agile Digital Twins See first-hand how your can revolutionize your data visualization and better optimize your operations. During the 25-minute demo, you will discover: Powerful capabilities tailored to your industry and use case How you can reduce maintenance costs, improve asset utilization, and minimize downtime The speed at which you can prototype and see near-term value Don’t miss the opportunity to witness the real-time integration, intuitive interface, and advanced drill-down capabilities of Hopara Agile Digital Twin. --- ## Posts ### Reduce Downtime in Manufacturing with Real-Time Analytics > Discover how real-time data analytics can help minimize downtime in manufacturing, boost productivity, and optimize operations. - Published: 2025-04-18 - Modified: 2025-04-18 - URL: https://hopara.io/blog/downtime-in-manufacturing/ - Categories: Blog Discover how real-time data analytics can help minimize downtime in manufacturing, boost productivity, and optimize operations. Manufacturing downtime can strip away as much as$260,000 per hourfrom a company’s bottom line, according to Aberdeen Research findings. When production stops, businesses face immediate revenue losses, missed delivery targets, and upset customers.  Real-time data analytics offers a practical solution to prevent these costly shutdowns. Smart monitoring systems can detect early warning signs of equipment problems, helping manufacturers reduce downtime in manufacturing by up to 50%. These systems continuously track machine performance and send immediate notifications when issues arise.  Many facilities have successfully implemented manufacturing downtime prevention strategies through targeted sensor placement and automated alert systems. The key to reducing downtime in manufacturing lies in collecting and analyzing equipment data consistently. Manufacturing teams can spot potential failures days or weeks before they occur, schedule maintenance during off-peak hours, and keep production running smoothly. This approach helps facilities maintain optimal efficiency while avoiding unexpected interruptions. Understanding Manufacturing DowntimeManufacturing downtime occurs when production equipment stops operating, creating a direct hit to productivity and revenue. Learning to manage these interruptions effectively helps manufacturing teams maintain consistent output and meet production targets. What Constitutes Manufacturing DowntimeTwo main categories define manufacturing downtime: planned and unplanned stops. Planned downtime includes essential activities like routine maintenance, equipment updates, and regular shift transitions. Unplanned downtime, which creates the most costly disruptions, stems from unexpected equipment failures, sudden power losses, or supply chain interruptions. Manufacturing facilities typically lose 5-20% of their production capacity due to unexpected equipment failures and related issues. Impact on Production EfficiencyEquipment failures create a chain... --- ### 2.4 > In this release we've made it easier to create dynamic flowcharts. We also added SnowFlake support and auto-rotation for 3D visualizations. - Published: 2025-04-10 - Modified: 2025-04-10 - URL: https://hopara.io/release-notes/2-4/ - Categories: Release Notes In this release we've made it easier to create dynamic flowcharts. We also added SnowFlake support and auto-rotation for 3D visualizations. In this release we've made it easier to create dynamic flowcharts. We also added SnowFlake support and auto-rotation for 3D visualizations. 3D auto-rotation Oftentimes sensors are placed on different sides of an asset. The 3D auto-rotation allows you to keep an eye on all of them. Text wrapping To allow the creation of flowcharts from dynamic data, such as asset names, we've added the auto text wrapping option. This option will automatically adjust the text to fit a polygon layer. Border radius To improve the look & feel of flowcharts you can now set the border radius in polygon layers. Snap for polygons Polygons now align automatically to the nearest polygon in the visualization. Google maps To improve outdoor use cases we've added support to Google Maps. This allows you to combine Hopara layers with the high-resolution, up-to-date satellite imagery from Google. Snowflake support Now you can visualize your Snowflake data directly in Hopara. Additional improvements and bug fixes New:A new text box template was added Improvement:Newly created polygons now take the shape of the last created polygon Improvement:When editing, a selection box now appears when hovering an object Improvement:Whiteboard layers now have resize turned on by default Improvement:When setting the initial position in 3D visualizations the rotation is now saved as well Fix:When placing an object on the sidebar, the place operation is now canceled Improvement:When updating the size scale the offset now is also updated accordingly Improvement:Now an object stays selected after a drag operation Fix:Removing an entry... --- ### A Guide to Modern Geospatial Data Visualization > Explore the power of geospatial data visualization with modern mapping tools. Learn essential techniques, best practices, and advanced analysis methods. - Published: 2025-04-07 - Modified: 2025-04-07 - URL: https://hopara.io/blog/geospatial-data-visualization/ - Categories: Blog Discover the top big data visualization tools for 2025, comparing features, costs, and performance. Recent research indicates that geographic components exist in approximately80%of organizational data sets. Geospatial data visualization helps analysts and decision-makers extract meaningful insights from location-based information through clear, visual representations. In our opinion,  3D geospatial visualization techniques reveal patterns that numbers, charts and static dashboards alone cannot show.  This practical guide introduces fundamental geospatial mapping concepts and advanced visualization methods that help transform complex spatial information into actionable intelligence. You'll learn specific techniques for creating effective visualizations using current geospatial visualization tools, discover best practices for data presentation, and master strategies to integrate these approaches into your analytical processes. Understanding Geospatial Visualization FundamentalsGeospatial visualization combines data analysis with geographic context to reveal insights that regular charts and graphs simply can't show. What Makes Visualization GeospatialLook at Google Maps and the impact it has had on our lives. Geospatial data visualization connects information directly to physical locations on Earth. Businesses using location-based intelligence make more accurate decisions than those relying on traditional data analysis methods. To reiterate,  geospatial mapping specifically uses Earth-based coordinates through latitude, longitude, and elevation measurements to present data to the users. Core Elements of Geographic Data MappingCreating effective geographic data maps requires several key components working together. The process starts with base maps, which provide familiar geographic features as context. These can range from basic road networks to detailed aerial photography. Additional data layers then add meaning through various visualization techniques, such as heat maps, color-coded regions, or clustered points. Successful geospatial visualizations need accurate geographic representation, clear... --- ### Top Big Data Visualization Tools: A Complete Comparison Guide > Discover the top big data visualization tools for 2025, comparing features, costs, and performance. - Published: 2025-04-04 - Modified: 2025-04-04 - URL: https://hopara.io/blog/big-data-visualization/ - Categories: Blog Discover the top big data visualization tools for 2025, comparing features, costs, and performance. Selecting the right big data visualization solution can transform massive amounts of data into clear, actionable intelligence. Research shows that effective data visualization leads to faster, more accurate decision-making across organizations. Whether you're processing lab data, tracking factory operations, digging deep into your customers data or analyzing IoT sensor feeds, your choice of visualization platform directly impacts your ability to extract meaningful insights.  This guide examines key big data visualization technologies like Tableau, Grafana, and Hopara, comparing their features and capabilities. We focus on practical considerations—from performance metrics to pricing—that matter most for your specific industry requirements. Through detailed analysis of visualizing big data techniques and real implementation examples, you'll discover which visualization software in big data matches your team's needs and technical capabilities. Understanding Big Data Visualization EssentialsData visualization transforms complex information into understandable insights, helping teams identify patterns, trends, and correlations within large datasets. This visual approach makes data analysis accessible and actionable for organizations of all sizes. Key Components of Data VisualizationCreating effective visualizations starts with proper data preparation. Clean, accurate data is the foundation of meaningful visual representation. Studies have shown that organizations prioritizing thorough data preparation achieve significantly better analysis results than those that skip this critical step. The visual elements themselves include carefully chosen charts, graphs, and interactive dashboards. Each type serves a specific purpose: Bar charts excel at comparisons, line graphs show trends over time, and heat maps display data density patterns. Color choices influence interpretation: Green often represents stability or growth in... --- ### Master 3D Data Visualization: A Complete Guide for 2025 > Discover how to leverage 3D data visualization effectively in 2025. Learn tools, strategies, and practices to transform data into insights. - Published: 2025-03-25 - Modified: 2025-03-25 - URL: https://hopara.io/blog/3d-data-visualization/ - Categories: Blog Discover how to leverage 3D data visualization effectively in 2025. Learn tools, strategies, and practices to transform data into insights. There is massive amounts of data that is getting created by IoT devices or being captured in Data Lakes.   IoT has had a major impact on many industries, from manufacturing floor monitoring to pharmaceutical labs . Mastering  3D data visualization offers significant advantages for professionals seeking to extract value from their datasets. This guide explains the essential steps for creating effective visual representations, from selecting the right 3D data visualization software to developing interactive displays that make complex information instantly understandable by all types of users. The focus of the article is practical, on real techniques you can apply immediately to improve how you visualize 3D data. We cover both foundational principles and advanced strategies, ensuring that you gain the skills needed to create compelling visualizations that resonate with stakeholders and support >Spatial Orientation:Use intuitive navigation controls that let users explore the visualization from different angles while maintaining orientation. Visual Hierarchy:Create clear distinctions between primary and secondary data using appropriate shading and depth effects. Interactive Elements:Add useful features like tooltips and clickable elements to provide detailed information about specific data points. Semantic Zoom:Enable smooth transitions between different levels of detail, allowing users to zoom in for more granular insights or zoom out for an overview while preserving context. High-quality 3D visualizations make complex data analysis more efficient and accurate. Studies indicate that properly designed 3D visualization tools can significantly reduce the time needed to analyze complex datasets, especially when working with multiple variables. Improved clarity and interaction options make... --- ### Laboratory Temperature Monitoring Systems for Lab Efficiency > Discover how a laboratory temperature monitoring system can enhance efficiency, ensure compliance, and provide insights for better lab operations. - Published: 2025-03-24 - Modified: 2025-03-24 - URL: https://hopara.io/blog/laboratory-temperature-monitoring-system/ - Categories: Blog Discover how a laboratory temperature monitoring system can enhance efficiency, ensure compliance, and provide insights for better lab operations. Temperature control precision directly affects research outcomes and sample quality in laboratory settings. Studies show that slight temperature variations can disrupt sensitive procedures and compromise experimental results. A laboratory temperature monitoring system offers essential environmental control, yet many labs struggle to interpret the data effectively.  Smart visualization tools enable lab managers to spot trends, predict equipment issues, and stay compliant with regulations. When temperature data transforms into clear visual insights, staff can take immediate action to protect valuable research materials.  The right lab temperature monitoring system helps teams prevent costly temperature-related failures while maintaining strict environmental standards. Labs that implement automated monitoring solutions typically see improved consistency in their experimental conditions and better documentation for compliance purposes. Understanding Laboratory Temperature Monitoring FundamentalsAccurate temperature monitoring systems serve as essential tools for maintaining quality control in research facilities. These systems protect sample integrity, ensure experimental accuracy, and help facilities meet regulatory requirements across various laboratory settings. Key Components of Temperature Monitoring SystemsModern temperature monitoring equipment combines precise sensors with specialized software to create reliable data collection networks. These systems use high-accuracy sensors placed throughout laboratory spaces to record temperature measurements at set intervals. Recent technological improvements have enhanced measurement precision to within 0. 1°C, providing research teams with exceptionally reliable temperature data for their work. Critical Parameters in Lab Temperature ControlEffective laboratory monitoring extends beyond basic temperature measurements to include several environmental factors. Modern systems track relative humidity, air pressure differences, and specific equipment performance metrics. These measurements work together to maintain... --- ### Learn how Hopara Helps Visualize Confluent Data in Real-Time > Discover the power of real-time Confluent data visualization to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-03-12 - Modified: 2025-03-12 - URL: https://hopara.io/video/learn-how-hopara-helps-visualize-confluent-data/ - Categories: Video Discover the power of real-time Confluent data visualization to uncover insights, analyze streams, and make smarter decisions. --- ### Learn how Hopara Helps Visualize Snowflake Data in Real-Time > Discover the power of real-time Snowflake data visualization to uncover insights, analyze streams, and make smarter decisions. - Published: 2025-03-12 - Modified: 2025-03-12 - URL: https://hopara.io/video/learn-how-hopara-helps-visualize-snowflake-data/ - Categories: Video Discover the power of real-time Snowflake data visualization to uncover insights, analyze streams, and make smarter decisions. --- ### Discover how Hopara Helps Visualize Lab Data > Real-time data visualization platform for lab management to streamline lab equipment management, accelerate issue resolution, and optimize workflows. - Published: 2025-03-12 - Modified: 2025-03-12 - URL: https://hopara.io/video/discover-how-hopara-helps-visualize-lab-data/ - Categories: Video Real-time data visualization platform for lab management to streamline lab equipment management, accelerate issue resolution, and optimize workflows. Downtime and maintenance challenges are costing labs millions in lost efficiency. This lost efficiency can become a thing of the past with Hopara’s innovative visualization. GET A DEMO --- ### The Power of Real-Time Data Visualiation in Labs > Gain insights into how real-time data visualization is transforming lab operations, improving efficiency, and reducing downtime. - Published: 2025-03-12 - Modified: 2025-03-12 - URL: https://hopara.io/white-paper/the-power-of-real-time-data-visualization-in-labs/ - Categories: Whitepaper Tomorrow’s advantage will go to those who most quickly (and easily) convert data-collection to business insight. Inside this whitepaper, you’ll learn how to: Monitor lab equipment performance in real time Analyze and visualize sensor data for better decision-making Identify trends, patterns, and anomalies before they cause disruptions Enhance compliance and operational efficiency and much more... --- ### The Hopara Dataverse: The Vision That Will Redefine Data with Dr. Michael Stonebreaker - Published: 2025-03-11 - Modified: 2025-03-11 - URL: https://hopara.io/podcast/the-hopara-dataverse-the-vision-that-will-redefine-data-with-dr-michael-stonebreaker/ - Categories: Podcast Imagine a world drowning—not in water, but in data. A relentless flood of information, pouring in from IoT devices, enterprise systems, sprawling data lakes. And in this world, the tools we use to navigate—dashboards, tables, static reports—are brittle rafts, barely keeping us afloat. Now, imagine something different. A system not of numbers and charts, but of landscapes. A way of seeing, navigating, zooming—not unlike the way we explore the world itself. Dr. Michael Stonebraker doesn’t just imagine this world. He’s building it. Michael has spent a lifetime shaping how we think about data. A Turing Award-winning computer scientist, he helped define the very foundations of modern databases. But today, he’s here to talk about something else: a fundamental shift in how we access and visualize information. In this episode, Pete Wright sits down with Mike to explore Hopara—the tool that might just change how we see data forever. They talk about factories in Brazil, the hidden language of vibration sensors, and why Google Maps might hold the secret to understanding a chaotic world. They discuss the peculiar habits of EKG machines, the logistical ballet of John Deere combines, and why hospitals can be some of the slowest adopters of life-saving technology. And they confront the elephant in the server room: the real reason data remains such an untamed beast in the enterprise. If you think data visualization is about prettier charts, think again. This is about something much bigger. Links & Notes Hopara. io Dr. Michael Stonebraker’s Work --- ### Advanced Data Visualization: Transforming Business Data > Discover how advanced data visualization transforms complex business data into actionable insights, improving decisions and efficiency. - Published: 2025-02-28 - Modified: 2025-03-05 - URL: https://hopara.io/blog/advanced-data-visualization/ - Categories: Blog Discover how advanced data visualization transforms complex business data into actionable insights, improving decisions and efficiency. Businesses generate and collect a staggering  --- ### Top 5 Ways To Improve Lab Operations and Monitoring > Discover how Hopara revolutionizes lab operations with real-time monitoring, predictive insights, and enhanced efficiency for modern labs. - Published: 2025-01-09 - Modified: 2025-03-05 - URL: https://hopara.io/blog/lab-operations/ - Categories: Blog Discover how Hopara revolutionizes lab operations with real-time monitoring, predictive insights, and enhanced efficiency for modern labs. Scientific research success depends on precise planning and smooth execution. While major discoveries make headlines, the real engine behind research progress lies in efficient lab operations. Managing inventory, maintaining equipment, following safety protocols, and organizing data are fundamental elements that determine research outcomes. Well-run lab operations directly impact research quality, speed, and reliability. Small improvements in these areas can lead to significant gains in productivity and accuracy while reducing costly mistakes. Smart inventory systems prevent supply shortages that could delay experiments. Regular equipment maintenance prevents unexpected downtime. Proper safety measures protect valuable research and personnel. Implementation of data visualization tools helps research teams streamline their processes and focus on what matters most - generating reliable results. When research facilities prioritize excellent lab operations, they create an environment where breakthrough discoveries are possible. Understanding Modern Lab Operations and Monitoring Lab operations serve as the foundation of scientific research, combining essential activities that make experimental work possible and efficient. Strong operational practices directly influence how well a laboratory performs and the quality of research it produces. Key Operational Components Successful lab operations depend on several essential elements working in harmony. Proper inventory management prevents experimental interruptions through careful supply tracking and stock maintenance. Regular equipment servicing keeps instruments accurate and dependable, while strict compliance measures ensure both staff safety and research quality. Effective data management tools help teams organize their findings and work together seamlessly, making information readily available for analysis and reporting. Impact on Research Success The quality of lab operations... --- ### Data Display Software for Complex Industrial Monitoring > Discover how advanced data display software revolutionizes industrial monitoring, enabling real-time visualization of complex processes for better decision-making. - Published: 2024-12-16 - Modified: 2024-12-16 - URL: https://hopara.io/blog/data-display/ - Categories: Blog Discover how IoT data visualization transforms raw data into actionable insights. Learn techniques, overcome challenges, and choose the right platform for your organization. Manufacturing facilities face significant challenges in managing the massive flow of information from sensors, equipment monitors, and connected devices. Traditional manual data collection methods no longer suffice for modern industrial operations. Interactive data display systems enable teams to track hundreds of variables simultaneously, making them essential for industries like pharmaceutical production and precision manufacturing. Real-time data display software helps operators identify potential issues before they escalate into costly problems. These advanced data display tools provide instant visibility into critical metrics through customizable dashboards and visualization features.  Organizations implementing smart data display solutions report faster response times, reduced downtime, and improved operational efficiency. Plant managers can now make informed decisions based on clear, actionable insights rather than relying on periodic manual checks. This practical approach to industrial monitoring creates measurable improvements in production quality and equipment reliability. The Evolution of Industrial Monitoring Industrial monitoring has advanced significantly, moving from simple manual measurements to sophisticated sensor networks that continuously track operational data. This shift has fundamentally improved how facilities manage and optimize their processes. From Manual Readings to Advanced SensorsTraditional industrial monitoring depended on operators making regular rounds to check gauges and record measurements at set times. This method created significant blind spots between readings, making it easy to miss important changes in equipment performance. A recentDeloitte studyreveals that facilities using advanced sensors experience up to 70% fewer equipment failures than those relying on manual monitoring. The Rise of Real-Time Monitoring Requirements Manufacturing operations now require constant access to operational information. This... --- ### Data Visualization Dashboard: A Guide to Modern Analytics > Discover how data visualization dashboards transform raw data into actionable insights. Learn key components, real-time capabilities, and design principles for effective analytics. - Published: 2024-12-10 - Modified: 2024-12-23 - URL: https://hopara.io/blog/data-visualization-dashboard/ - Categories: Blog Discover how data visualization dashboards transform raw data into actionable insights. Learn key components, real-time capabilities, and design principles for effective analytics. Data visualization dashboards give businesses powerful ways to understand and act on their expanding data sources. Research from McKinsey shows that organizations using advanced data analytics outperform competitors by 2. 6x across key performance indicators. Real time, interactive data visualization dashboards convert complex datasets into clear visual stories that provide you with actionable visibility which help drive better decisions, whether you're tracking equipment sensors, clinical trials, or data lake. Real-time data visualization empowers you to unlock the potential of taking advantage of your data by providing immediate, actionable insights. The right dashboard solution helps teams spot trends, identify issues, and make faster, more informed choices. This guide examines essential dashboard design principles, real-time visualization capabilities, and practical industry applications. You'll learn how to evaluate and implement a modern data visualization dashboard software platform that matches your specific requirements. With the proper visualization tools and approach, your organization can turn raw data into meaningful insights that enhance performance and results. Understanding Data Visualization Dashboards Modern Data visualization platforms help teams turn complex information into clear, actionable insights. These powerful software platforms combine visual elements to tell compelling data stories and support better decision-making. The ones who support real-time 3D visualization transform complex data into immersive, interactive experiences, enabling faster decision-making and deeper insights through visual exploration. Let's examine how effective dashboards work and how you can use them to enhance your analysis capabilities. Key Components of Effective Dashboards Successful data visualization dashboards integrate several essential elements to present information clearly. According... --- ### Manufacturing Data Analytics: Maximizing Production Efficiency > Discover how using manufacturing data analytics transforms production efficiency, optimizes processes, and drives data-driven decision-making. - Published: 2024-11-25 - Modified: 2024-12-23 - URL: https://hopara.io/blog/manufacturing-data-analytics/ - Categories: Blog Discover how IoT data visualization transforms raw data into actionable insights. Learn techniques, overcome challenges, and choose the right platform for your organization. Ever wondered why some manufacturing plants seem to run like clockwork while others constantly battle inefficiencies? The secret often lies in how they handle their data. Manufacturing data analytics has become a game-changer in modern production facilities, turning mountains of raw information into practical insights that drive real improvements. While factories collect massive amounts of data every day - from production lines to quality control checks - surprisingly, most of this valuable information goes unused. In this article, we’ll explore how manufacturing data analytics is transforming the industry and why it's becoming essential to stay competitive. Why Manufacturing Data Analytics MatterManufacturing facilities collect an enormous amount of data from their daily operations. For example, production lines, equipment sensors, quality control stations, and inventory tracking systems produce continuous streams of data that could revolutionize manufacturing efficiency. Smart manufacturing data analytics can convert these raw metrics into practical insights that boost productivity and reduce costs. Yet research shows that 70% of this valuable information remains unused. Companies that implement targeted manufacturing data analysis solutions can spot production bottlenecks before they cause delays. A well-structured manufacturing data lake enables predictive maintenance planning, optimized production scheduling, and enhanced quality control protocols. The right manufacturing data analytics software helps plant managers make evidence-based decisions that lead to measurable improvements. Manufacturing teams can use these analytical capabilities to reduce downtime, eliminate waste, and maintain consistent product quality standards. The result of smart operations management is that the organization gains real competitive advantages. Understanding Manufacturing Data Analytics... --- ### Healthcare Data Governance: Ensuring Quality and Compliance > Discover the essentials of healthcare data governance, its implementation strategies, and how technology can enhance data quality, compliance, and patient outcomes. - Published: 2024-11-19 - Modified: 2024-12-12 - URL: https://hopara.io/blog/healthcare-data-governance/ - Categories: Blog Discover how IoT data visualization transforms raw data into actionable insights. Learn techniques, overcome challenges, and choose the right platform for your organization. As hospitals and clinics handle ever more sensitive information, healthcare data governance becomes essential for patient care and operational efficiency. This article examines key aspects of healthcare data governance, providing practical advice on creating effective policies, tackling common issues, and using advanced technologies to maintain data quality and compliance. Learn how to set up clear data standards, clean and organize existing data, train staff on proper handling procedures, and implement secure systems that protect patient privacy while enabling efficient information sharing. Understanding Healthcare Data Governance What Is Data Governance in Healthcare? Healthcare data governance is the foundation of efficient information management in medical organizations. It's a structured approach to handling health data throughout its entire lifecycle, from collection to disposal. This system ensures that patient information remains accurate, consistent, and secure, which is important for both patient care and organizational decision-making. When healthcare providers implement strong data governance, they create a framework that guides how data is collected, stored, accessed, and used. This approach improves the quality of patient care, enhances operational efficiency, and supports informed decision-making at all levels of the organization. Key Components of Effective Healthcare Data Governance To build a robust healthcare data governance strategy, organizations need to focus on several critical elements: Data quality management: Ensuring health information accuracy, completeness, and reliability Data security and privacy: Implementing safeguards to protect sensitive patient information Data standardization: Creating uniform formats and definitions for data across the organization Data stewardship: Assigning specific individuals or teams to oversee data management... --- ### IoT Data Visualization: Transforming Raw Data into Actionable Insights > Discover how IoT data visualization transforms raw data into actionable insights. Learn techniques, overcome challenges, and choose the right platform for your organization. - Published: 2024-11-08 - Modified: 2024-12-12 - URL: https://hopara.io/blog/iot-data-visualization/ - Categories: Blog Discover how IoT data visualization transforms raw data into actionable insights. Learn techniques, overcome challenges, and choose the right platform for your organization. IoT devices generate massive amounts of data, but making sense of it all can be challenging. IoT data visualization solves this problem by turning complex information into clear, actionable insights. It presents data in visually appealing formats, allowing businesses to quickly spot trends and anomalies. These tools offer user-friendly interfaces and advanced analytics capabilities, making it easy for teams to extract valuable insights. With the right IoT data visualization platform, you can unlock the full potential of your connected devices and gain a competitive edge. Discover how these tools can help your business make smarter, >Faster decision-making: Visual representations help you quickly identify critical information, leading to more timely and better informed choices. Improved pattern recognition: Graphs and charts make it easier to spot trends and anomalies that might go unnoticed in raw data. Enhanced communication: Visual data is more accessible to non-technical team members, fostering better collaboration across departments. Increased efficiency: Well-designed visualizations streamline data analysis, saving valuable time and resources. Key Components of Effective IoT Data Visualization To create impactful IoT data visualizations, focus on these essential elements: Real-time updates: IoT data often requires immediate attention. Make sure your visualizations reflect the most current information available. Interactivity: Give users the ability to explore data by zooming, filtering, and drilling down into specific details. Scalability: As your IoT network grows, your visualization tools should handle increasing data volumes without slowing down. Context-awareness: Provide relevant context, such as historical data or industry benchmarks, to help users interpret the information correctly.... --- ### Real-Time Data Visualization: Turning Raw Data into Insights > Discover the power of real-time data visualization across industries. Learn key components, benefits, and best practices for transforming raw data into actionable insights. - Published: 2024-10-22 - Modified: 2025-03-04 - URL: https://hopara.io/blog/real-time-data-visualization/ - Categories: Blog Discover the power of real-time data visualization across industries. Learn key components, benefits, and best practices for transforming raw data into actionable insights. Imagine making key business choices using data that’s just seconds old: That’s real-time data visualization in action. This innovative method turns raw numbers into easy-to-grasp visuals, letting companies spot trends and grab opportunities instantly. From speeding up drug development in labs to fine-tuning factory production lines, real-time data visualization is changing how industries work. Pharmaceutical researchers can track experiment results as they happen while manufacturers adjust output on the fly. Retailers can analyze customer behavior to personalize offers in real time, and financial firms are able to detect fraud patterns the moment they emerge. In this article, we will: ✔Explore real-time data visualization examples ✔Show how this technology can propel your business forward ✔Tell you about tools that you can use What is Real-Time Data Visualization? Real-time data visualization transforms raw data into visual representations as it’s generated, giving businesses the edge in decision-making. This tool presents complex information in an easy-to-understand format, allowing organizations to quickly act on current data. It’s like having a live feed of your business’s vital signs, enabling you to spot trends and react immediately. Key Components for Effectiveness To make the most of real-time data visualization, focus on these crucial elements: Data integration: Connect various data sources for a complete picture. Scalability: Ensure that your system can handle growing data volumes. Customizable dashboards: Create visualizations that fit your specific needs. Interactivity: Allow users to explore data in depth. Alerting mechanisms: Set up notifications for important events or unusual patterns. Benefits for Decision-Making and Operational Efficiency Implementing real-time data visualization... --- ### 2.2 > This release streamlines the creation of visualizations by adding user objects, templates and snap. - Published: 2024-09-25 - Modified: 2025-02-17 - URL: https://hopara.io/release-notes/2-2/ - Categories: Release Notes This release streamlines the creation of visualizations by adding user objects, templates and snap. This release streamlines the creation of visualizations by adding user objects, templates and snap. User objects User objects provide an easy way to add elements to the visualization that aren't directly connected to database data. Examples include text to add titles, polygons to highlight areas, and lines to show connections. Template layers Template layers provide a list of beautifully designed layers for common use cases such as monitoring and asset management. Ejecting a template layer will transform it into a regular layer, allowing further customization. Snap Objects now align automatically to the nearest object in the visualization. This gives extra precision when doing grid-based layouts and helps create more professional-looking visualizations. Dynamic Reports A dynamic report runs a query and for each row in the result (e. g. asset) generates a visualization. The report is ready for printing and exporting, making it convenient for sharing and compliance purposes. Additional improvements and bug fixes Improvement:Room cluster now supports irregular polygons. Improvement:The resources API is now publicly available, allowing customers and partners to automate the upload of images and 3D models. Improvement:The icons returned by the smart search are now consistent. Improvement:Layer locks are now persisted between sessions. Improvement:When selecting a layer in the studio, it now searches and pans to the closest visible row. Improvement:Items placed before a floor is added are now always visible, regardless of the floor level. Improvement:The max length configuration is now available in the studio interface. Improvement:You can now choose either overflow or crop behavior for... --- ### 2.1 > This release greatly improves 3D visualizations in Hopara, introduces integration with Power BI and adds saturation configuration for images. - Published: 2024-08-05 - Modified: 2025-02-13 - URL: https://hopara.io/release-notes/2-1/ - Categories: Release Notes Hopara has become increasingly popular for displaying room and floor statuses within facilities using TVs and tablets. This release improves this use case by adding a full-screen mode and real-time updates of configuration and position changes This release greatly improves 3D visualizations in Hopara, introduces integration with Power BI and adds saturation configuration for images. Improved 3D drill-down One of Hopara's principles is to provide users with an overview of the data and the capability to drill down for more details. We're extending this principle to 3D visualizations by adding opacity configuration for 3D models. This enables, for example, highlighting different machine parts depending on the zoom level. Light configuration To improve the visualization of 3D models we've added light direction and intensity settings. One ambient light + four directional lights are available. Power BI integration You can now add Hopara visualizations directly into your Power BI reports and forward PBI data to Hopara layers. This allows you to leverage the existing data structure and provide users with a unified interface for all their data needs. Image saturation To improve the legibility of other layers on top of images you can now change the image saturation. New documentation page A new documentation page with tutorials, videos and in-depth articles on different Hopara topics is available. Layer helpers To help users understand and navigate new visualizations we created layer helpers, which are descriptions displayed on the top of the visualization when a layer is visible. Other improvements and bug fixes Improvement:Improved stability and performance of the scene builder operations. Improvement:Improved initial load performance. Improvement:The undo operation now also rollback image uploads. Improvement:3D models are now centered automatically based on their center of mass. Improvement:3D model sizes are... --- ### 1.18 > Hopara has become increasingly popular for displaying room and floor statuses within facilities using TVs and tablets. This release improves this use case by adding a full-screen mode and real-time updates of configuration and position changes. - Published: 2024-06-03 - Modified: 2024-08-05 - URL: https://hopara.io/release-notes/1-18/ - Categories: Release Notes Hopara has become increasingly popular for displaying room and floor statuses within facilities using TVs and tablets. This release improves this use case by adding a full-screen mode and real-time updates of configuration and position changes Hopara has become increasingly popular for displaying room and floor statuses within facilities using TVs and tablets. This release improves this use case by adding a full-screen mode and real-time updates of configuration and position changes. Real-time updates Object and visualization updates now reflect in real-time. This means the user no longer needs to manually refresh all devices when, for example, the look and feel of a visualization is changed. Demonstration of real-time updates showing how configurations and position changes are dynamically updated on another device. Full-screen mode The user can now enter in full-screen mode by clicking on the icon on the navigation bar. Video showing how to enter full-screen mode. Multiple undo operations and hotkeys Hopara now supports multiple undo operations. We also added hotkey support for heavy users (e. g. ctrl+z for undo, delete for unplace). Video demonstrating the use of multiple undo commands and keyboard shortcuts. Date filters Hopara now supports both relative and absolute date filters. Combined with the zoom operation this enables the user to quickly investigate and troubleshoot an incident. Screenshot displaying the functionality of relative and absolute date filters. Simplified mobile interface To better take advantage of the limited space on mobile devices we've simplified the Hopara interface in such devices. The zoom-in and zoom-out buttons were removed, mobile users are already used to zooming with the pinch gesture. In the elevator, we now only show the current floor. The place using GPS is now the default place option and the details... --- ### 2.0 > This release enhances one of the Hopara core capabilities: handling floor plans. - Published: 2024-05-29 - Modified: 2024-08-05 - URL: https://hopara.io/release-notes/2-0/ - Categories: Release Notes Hopara has become increasingly popular for displaying room and floor statuses within facilities using TVs and tablets. This release improves this use case by adding a full-screen mode and real-time updates of configuration and position changes This release enhances one of the Hopara core capabilities: handling floor plans. Image crop Floor plans often come with notes and technical information around them. Now you can use Hopara to remove these from your visualization. Image crop example Image opacity You can now fine-tune the image opacity to improve the legibility of other layers on top of images (e. g. assets on floor plans). Image opacity example Line thickness optimization Now Hopara optimizes the line thickness to better display images at different zoom levels. Line thickness optimization example On the left an image with the default thickness, on the right with the optimization algorithm. Dynamic resolution The image resolution is now dynamically loaded based on the zoom level and the device type (mobile or desktop). This allows the user to see the floor plan at a high resolution when zoomed in while saving memory and bandwidth when zoomed out. Local cache We implemented a local caching mechanism to quickly load frequently viewed images and icons. Position pointing to another layer Now it's possible to point to another layer when setting the position configuration. This is useful, for example, for creating an overview of facilities (i. e. icons pointing to floor plan locations) or text in polygons (e. g. room names centered at a polygon). Position pointing example Map as layer The background map is now modeled as a layer. This consolidates the look and feel configuration under the layers tab and allows setting different map styles for different zoom... --- ### Unlocking Next-Gen Potential - Key Capabilities of Agile Digital Twins for Labs - Published: 2024-01-31 - Modified: 2024-11-18 - URL: https://hopara.io/blog/unlocking-next-gen-potential-key-capabilities-of-agile-digital-twins-for-labs/ - Categories: Blog While the digital twin concept shows immense promise for revolutionizing lab operations, traditional digital twin solutions come saddled with burdensome drawbacks. Typically requiring over a year for custom coding and debugging, these systems demand hefty investments often tallying hundreds of thousands to even millions of dollars for a single-use case implementation. While the digital twin concept shows immense promise for revolutionizing lab operations, traditional digital twin solutions come saddled with burdensome drawbacks. Typically requiring over a year for custom coding and debugging, these systems demand hefty investments often tallying hundreds of thousands to even millions of dollars for a single-use case implementation. Seeking to overcome these barriers to entry for broader adoption, pioneering Professor Mike Stonebraker conceptualized "Agile Digital Twins" - a streamlined alternative combining virtual modeling with real-time data analytics. By emphasizing minimized requirements, flexible configurability and optimized user experience, agile digital twins unveil a vision of virtual replications finally accessible for organizations of all sizes. Minimized Requirements Departing from traditional twins, agile digital twin platforms eliminate unnecessary data processing and 3D modeling components that commonly delay deployment and inflate costs. Businesses can first launch 2D blueprints to quickly build functional prototypes in just hours, incorporating 3D models over time as needed. With accessible templates and thousands of icon libraries for visualization, most labs can take their first steps into virtual mirroring without intensive technical skills or coding. Configurable Architecture The agile digital twin environment enables versatile low-code customization for adapting to evolving needs. Lab technicians and managers can easily construct, update and share detailed analytical dashboards for equipment monitoring, maintenance tracking and more without extensive development skills. Should priorities shift in the future, modifying embedded ML models or connecting new IoT feeds proves straightforward without needing to re-engineer entire solutions. Infinite Adaptability The agile twin platform allows seamlessly incorporating... --- ### Unlock Efficiency with Hopara: Visualize Your Lab's Future - Published: 2024-01-31 - Modified: 2024-11-18 - URL: https://hopara.io/video/unlock-efficiency-with-hopara-visualize-your-labs-future/ - Categories: Video Downtime and maintenance challenges are costing labs millions in lost efficiency. This lost efficiency can become a thing of the past with Hopara’s innovative visualization. Our brief demo will guide you through a new realm of lab management. Downtime and maintenance challenges are costing labs millions in lost efficiency. This lost efficiency can become a thing of the past with Hopara’s innovative visualization. GET A DEMO --- ### Why Lab Environments Demand Innovative New Approaches - Published: 2024-01-30 - Modified: 2024-11-18 - URL: https://hopara.io/blog/why-lab-environments-demand-innovative-new-approaches/ - Categories: Blog Pharmaceutical therapeutic discovery. Biofuel testing. Genomic breakthroughs advancing precision medicine. The unassuming work within life sciences laboratories forms the foundation that launches medical revelations. But rarely is the critical nature of this work matched by stable conditions insulated from uncertainty. Pharmaceutical therapeutic discovery. Biofuel testing. Genomic breakthroughs advancing precision medicine. The unassuming work within life sciences laboratories forms the foundation that launches medical revelations. But rarely is the critical nature of this work matched by stable conditions insulated from uncertainty. Behind closed doors, these cutting-edge facilities compose vibrant hubs of intersecting workflows centered around sensitive instrumentation. Teams of technicians and scientists direct intricate experiments day and night to push innovation. Adjacent rooms shelter millions of dollars of equipment on the frontier of analytical capabilities. Regulatory committees continually up the ante on compliance stringency. It's a prolific environment and also an exceptionally precarious one - where flow continuity teeters on factors both controllable and wildly ungovernable. The Challenges: Why Traditional Solutions Fall Short Many labs strive to uphold reliability through conventional odds-beaters - diligent oversight, preventative maintenance, even redundant equipment reserves as financial resources allow. Yet as operational complexity persistently ratchets upwards, common risks continue to impose disruptions: Real-time visibility deficiency: With vast arrays of specialized equipment, manually tracking equipment status, location, and health metrics becomes impractical. Time-draining data digitization: Technicians waste hours logged into multiple systems transcribing device usage statistics and maintenance notes to disparate spreadsheets. Strict regulatory mandates: Life sciences labs endure intense scrutiny with inflexible protocols for data capture, equipment calibration, training documentation, and archiving for years. Just one deviation can spell major sanctions. Costly downtime occurrences: Despite best efforts to sidestep failures through maintenance, unpredictable outages still materialize, sometimes cascading into six-figure revenue impact within hours. Environmental... --- ### Five Ways to Reduce Risks in Lab Operations - Published: 2024-01-29 - Modified: 2024-11-18 - URL: https://hopara.io/blog/five-ways-to-reduce-risks-in-lab-operations/ - Categories: Blog Precision. Data integrity. Quality. In competitive life sciences labs, these attributes directly impact research continuity, regulatory compliance, funding, and ultimately human outcomes. Precision. Data integrity. Quality. In competitive life sciences labs, these attributes directly impact research continuity, regulatory compliance, funding, and ultimately human outcomes. Lab managers bear the weighty responsibility of ensuring experiments are performed both accurately and efficiently. Yet rising complexity from interdependent equipment, stringent protocols, and vulnerability to environmental fluctuations provides a fertile landscape for disruptions. When reliability falters in delicate procedures, the costs can manifest in delays tallying $15,000 per hour or more, infraction of strict regulatory codes, and even threats to patient safety in translational research. While many labs uphold rigorous standards, the pressure to avoid the slightest defect is unrelenting. But what if human oversight alone cannot safeguard such a multidimensional ecosystem buzzing with intricate processes? Emerging now at the convergence of real-time data and virtual modeling is a solution set to provide lab managers and quality teams an unparalleled advantage. Enter digital twins - dynamic virtual replicas of physical assets and processes that empower real-time visibility, tracking, and predictive insights about associated equipment or workflows. Digital twins function as precise mirrors of these entities, collecting billions of ongoing data observations to monitor performance. Leveraging analytics, embedded machine learning models can even forecast possibilities of future failures or inefficiencies, enabling proactive risk mitigation. Although the notion of digital twins has circulated in industrial spheres for years, their application specifically in life sciences marks a profound and unprecedented opportunity. In a domain where marginal errors hold monumental importance, digital twins may illuminate a path for labs to manage... --- ### Evolving Research into Businesses with Turing Award winner Mike Stonebraker - Published: 2023-10-06 - Modified: 2023-10-06 - URL: https://hopara.io/media/evolving-research-into-businesses-with-turing-award-winner-mike-stonebraker/ - Categories: Media In this episode, CSAIL Professor and Turing Award winner Mike Stonebraker sits down with Kara Miller for a conversation about research and business. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos. Curabitur ac tellus euismod, mattis justo nec, maximus massa. Orci varius natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Maecenas ut velit urna. Donec posuere libero ac ante tempus porta. Duis lobortis erat ut dolor volutpat tincidunt. Morbi ligula ante, pharetra nec metus eget, placerat laoreet massa. Aliquam enim elit, viverra ut nisl nec, auctor convallis mi. Pellentesque lacus dolor, lacinia quis dictum at, pellentesque et tellus. Morbi consequat nunc vulputate dignissim euismod. Sed sed libero finibus metus faucibus consequat. Etiam eget eleifend tortor, a consectetur leo. Vivamus quis congue ex. Donec nec rhoncus eros. Sed aliquet velit quam, pretium vulputate neque congue nec. Phasellus laoreet placerat ante eget aliquet. Nulla ut est sagittis, auctor est quis, porttitor eros. Donec a lorem ut nulla vehicula hendrerit. Etiam ac rutrum elit, at dictum neque. Sed sit amet ullamcorper ipsum, ut finibus nisl. Vivamus sollicitudin, ex vitae blandit ultrices, odio magna fermentum massa, condimentum pharetra elit dui ac libero. Nunc maximus blandit odio ut aliquam. Nulla viverra, elit imperdiet dignissim tristique, sapien justo commodo justo, ut facilisis tellus lacus at purus. Suspendisse eu nunc at risus dictum aliquam. Sed suscipit eu nisl eget euismod. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos.... --- ### Elemental Machines Announces Partnership with Hopara - Published: 2023-09-21 - Modified: 2023-10-02 - URL: https://hopara.io/media/elemental-machines-announces-partnership-with-hopara/ - Categories: Media Elemental Machines partners with Hopara to help labs optimize operations and avoid costly inefficiencies Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos. Curabitur ac tellus euismod, mattis justo nec, maximus massa. Orci varius natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Maecenas ut velit urna. Donec posuere libero ac ante tempus porta. Duis lobortis erat ut dolor volutpat tincidunt. Morbi ligula ante, pharetra nec metus eget, placerat laoreet massa. Aliquam enim elit, viverra ut nisl nec, auctor convallis mi. Pellentesque lacus dolor, lacinia quis dictum at, pellentesque et tellus. Morbi consequat nunc vulputate dignissim euismod. Sed sed libero finibus metus faucibus consequat. Etiam eget eleifend tortor, a consectetur leo. Vivamus quis congue ex. Donec nec rhoncus eros. Sed aliquet velit quam, pretium vulputate neque congue nec. Phasellus laoreet placerat ante eget aliquet. Nulla ut est sagittis, auctor est quis, porttitor eros. Donec a lorem ut nulla vehicula hendrerit. Etiam ac rutrum elit, at dictum neque. Sed sit amet ullamcorper ipsum, ut finibus nisl. Vivamus sollicitudin, ex vitae blandit ultrices, odio magna fermentum massa, condimentum pharetra elit dui ac libero. Nunc maximus blandit odio ut aliquam. Nulla viverra, elit imperdiet dignissim tristique, sapien justo commodo justo, ut facilisis tellus lacus at purus. Suspendisse eu nunc at risus dictum aliquam. Sed suscipit eu nisl eget euismod. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos.... --- ### Tame the IoT Data Tsunami - Published: 2023-09-10 - Modified: 2024-11-18 - URL: https://hopara.io/whitepaper/tame-the-iot-data-tsunami/ - Categories: Whitepaper Tomorrow’s advantage will go to those who most quickly (and easily) convert data-collection to business insight. Hopara’s FREE loT Visualization Guide will share with you the challenges and now opportunities to tame the loT Data Tsunami. We’ll share just how a next-generation, loT dataviz platform MUST ensure: No lag between real-time data feeds and availability No more data silos or format challenges Current data viz tools work better and faster Ingestion of limitless quantities of live data that the loT age creates Support of real-time, actionable insights It can be used by anyone, without specialized training To move away from using yesterday’s tools to solve today’s and tomorrow’s challenges, download your FREE loT Visualization Guide today. --- ### Tame the IoT Data Tsunami - Published: 2023-09-03 - Modified: 2024-11-18 - URL: https://hopara.io/webinar/iot-data-tsunami/ - Categories: Webinar Firms are increasingly drowning in the sheer volume of data generated by growing mobile data, cloud computing traffic, IoT, AI. Firms are increasingly drowning in the sheer volume of data generated by growing mobile data, cloud computing traffic, IoT, AI. It’s clear that today’s analytic tools are not up to the task of easily providing actionable insights from all of that data. For enterprises seeking to leverage analytics to fuel growth, Hopara is the MIT-developed IoT analytics solution that empowers any business user to easily make better, data-driven decisions—powered by a set of unique capabilities that combine limitless, live data; support for realtime actionable insights; and everybody ready usability. In this webinar you’ll learn about a solution that: Builds visualization + decision-support apps that refresh as fast as your data Gives you a dynamic picture of NOW (not a historic snapshot) from diverse data elements within the same visualization Enables fast, painless adoption that allows all decision makers to fully engage with all available data. --- ### Learn Data Visualization from a Turing Award Winner - Published: 2023-09-02 - Modified: 2024-11-18 - URL: https://hopara.io/video/learn-data-visualization-from-a-turing-award-winner/ - Categories: Video Turing Award Winner and CTO of Hopara, Mike Stonebraker, and Hopara CEO, Gant Redmon, join Ryan Chacon to discuss data visualization. Mike and Gant speak on common challenges and solving these issues for companies working in the data visualization space before giving their thoughts on what they look forward to in the space in the near future. Mike Stonebraker is the founder and CTO of Hopara. He won the 2014 Turing Awards and has worked at 10 commercial startups. Gant Redmon is the CEO of Hopara with a strong record of growing and maximizing asset value. Hopara is the next-gen viz app creator designed at MIT CSAIL specifically for big/real-time data, IoT, Digital Twins, and ESG. Their apps make it easier for any end user to engage with data in a dynamic, visually rich environment that requires no special skills or training. Hopara gives data stakeholders the power to access and understand comprehensive data stores in context as easily as surfing the web. --- ### Hopara, Founder, CTO: Data Scientists Should Be Better at Data Integration, Management and Visualization - Published: 2023-07-01 - Modified: 2023-10-06 - URL: https://hopara.io/media/should-be-better-at-data-integration-management-and-visualization/ - Categories: Media Dr. Michael Stonebraker, Founder, CTO and Visionary, Hopara, and Ken Smith, Co-CEO, Founder, Hopara, speak with Ricardo Crepaldi, Director Business Intelligence, Big Data and Integration, BASF-Germany Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos. Curabitur ac tellus euismod, mattis justo nec, maximus massa. Orci varius natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Maecenas ut velit urna. Donec posuere libero ac ante tempus porta. Duis lobortis erat ut dolor volutpat tincidunt. Morbi ligula ante, pharetra nec metus eget, placerat laoreet massa. Aliquam enim elit, viverra ut nisl nec, auctor convallis mi. Pellentesque lacus dolor, lacinia quis dictum at, pellentesque et tellus. Morbi consequat nunc vulputate dignissim euismod. Sed sed libero finibus metus faucibus consequat. Etiam eget eleifend tortor, a consectetur leo. Vivamus quis congue ex. Donec nec rhoncus eros. Sed aliquet velit quam, pretium vulputate neque congue nec. Phasellus laoreet placerat ante eget aliquet. Nulla ut est sagittis, auctor est quis, porttitor eros. Donec a lorem ut nulla vehicula hendrerit. Etiam ac rutrum elit, at dictum neque. Sed sit amet ullamcorper ipsum, ut finibus nisl. Vivamus sollicitudin, ex vitae blandit ultrices, odio magna fermentum massa, condimentum pharetra elit dui ac libero. Nunc maximus blandit odio ut aliquam. Nulla viverra, elit imperdiet dignissim tristique, sapien justo commodo justo, ut facilisis tellus lacus at purus. Suspendisse eu nunc at risus dictum aliquam. Sed suscipit eu nisl eget euismod. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos.... --- ### How To Best Support Digital Twins - Published: 2021-08-03 - Modified: 2023-10-04 - URL: https://hopara.io/media/how-to-best-support-digital-twins-2/ - Categories: Media The concept is popular in a factory floor setting, where a client would construct a physical model of the factory. Then, he could use the model to visualize the state of the factory floor where alerts and state variables could be displayed. If he wanted to try alternative scheduling, configuration, or state variables, he could run a simulation on the model to see alternate results. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos. Curabitur ac tellus euismod, mattis justo nec, maximus massa. Orci varius natoque penatibus et magnis dis parturient montes, nascetur ridiculus mus. Maecenas ut velit urna. Donec posuere libero ac ante tempus porta. Duis lobortis erat ut dolor volutpat tincidunt. Morbi ligula ante, pharetra nec metus eget, placerat laoreet massa. Aliquam enim elit, viverra ut nisl nec, auctor convallis mi. Pellentesque lacus dolor, lacinia quis dictum at, pellentesque et tellus. Morbi consequat nunc vulputate dignissim euismod. Sed sed libero finibus metus faucibus consequat. Etiam eget eleifend tortor, a consectetur leo. Vivamus quis congue ex. Donec nec rhoncus eros. Sed aliquet velit quam, pretium vulputate neque congue nec. Phasellus laoreet placerat ante eget aliquet. Nulla ut est sagittis, auctor est quis, porttitor eros. Donec a lorem ut nulla vehicula hendrerit. Etiam ac rutrum elit, at dictum neque. Sed sit amet ullamcorper ipsum, ut finibus nisl. Vivamus sollicitudin, ex vitae blandit ultrices, odio magna fermentum massa, condimentum pharetra elit dui ac libero. Nunc maximus blandit odio ut aliquam. Nulla viverra, elit imperdiet dignissim tristique, sapien justo commodo justo, ut facilisis tellus lacus at purus. Suspendisse eu nunc at risus dictum aliquam. Sed suscipit eu nisl eget euismod. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur non ipsum non est interdum tempor. Class aptent taciti sociosqu ad litora torquent per conubia nostra, per inceptos himenaeos.... ---