--- title: Viviota Blog | Engineering Data description: Engineering Data | Viviota Blog --- [![](https://blog.viviota.com/hs-fs/hubfs/Viviota_October2019%20Theme/images/Logo/cropped-Viviota-1-4.jpg?width=150&height=50&name=cropped-Viviota-1-4.jpg)](https://viviota.com/) - [Home](https://viviota.com/) - [Products](https://viviota.com/products/) - [Solutions](https://viviota.com/solutions/) - Resources - [Knowledge Center](https://viviota.com/resources/) - [News & Events](https://viviota.com/news-events/) - [Partners](https://viviota.com/partners/) - Company - [About](https://viviota.com/about/) - [Leadership](https://viviota.com/leadership/) - [Blog](https://blog.viviota.com/) - [Contact](https://viviota.com/contact/) # Viviota Blog # engineering data ## [Where Real-World Engineering Data Meets Synthetic Intelligence](https://blog.viviota.com/where-real-world-engineering-data-meets-synthetic-intelligence) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on Jan 27, 2026 11:20:13 AM - [Tweet](https://twitter.com/share) [![Real World engineering data meets Synthetic data for ML and AI](https://blog.viviota.com/hubfs/AI-Generated%20Media/Images/In%20a%20vibrant%20modern%20engineering%20workspace%20a%20diverse%20team%20of%20engineers%20collaborates%20intently%20around%20a%20large%20touchscreen%20display%20their%20faces%20illuminated.png)](https://blog.viviota.com/where-real-world-engineering-data-meets-synthetic-intelligence) **Viviota and Rockfish Partner to Accelerate AI-Driven Engineering with Real and Synthetic Data** [Read More](https://blog.viviota.com/where-real-world-engineering-data-meets-synthetic-intelligence) 0 Comments [Click here to read/write comments](https://blog.viviota.com/where-real-world-engineering-data-meets-synthetic-intelligence#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [Analytics](https://blog.viviota.com/tag/analytics), [automotive industry](https://blog.viviota.com/tag/automotive-industry), [Electric Grid](https://blog.viviota.com/tag/electric-grid), [Autonomous Vehicles](https://blog.viviota.com/tag/autonomous-vehicles), [Machine Learning](https://blog.viviota.com/tag/machine-learning), [aerospace](https://blog.viviota.com/tag/aerospace), [Hybrid Cars](https://blog.viviota.com/tag/hybrid-cars), [Electric Cars](https://blog.viviota.com/tag/electric-cars), [Sensor Data Management](https://blog.viviota.com/tag/sensor-data-management), [Edge Computing](https://blog.viviota.com/tag/edge-computing), [Factory 4.0](https://blog.viviota.com/tag/factory-4-0), [Manufacturing](https://blog.viviota.com/tag/manufacturing), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling), [Software](https://blog.viviota.com/tag/software), [Digital transformation](https://blog.viviota.com/tag/digital-transformation) ## [CES 2026: The Line Between Science Fiction and Engineering Just Disappeared](https://blog.viviota.com/ces-2026-the-line-between-science-fiction-and-engineering-just-disappeared) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on Jan 20, 2026 4:04:04 PM - [Tweet](https://twitter.com/share) [![](https://blog.viviota.com/hubfs/Screenshot%202026-01-20%20at%203.58.31%20PM.png)](https://blog.viviota.com/ces-2026-the-line-between-science-fiction-and-engineering-just-disappeared) Walking the floor at CES this year felt like stepping into a future that suddenly arrived all at once. Everywhere you turned, there were robots, intelligent machines, autonomous systems, and increasingly lifelike interfaces. But unlike past years, many of these technologies no longer felt like fragile demos or research experiments. [Read More](https://blog.viviota.com/ces-2026-the-line-between-science-fiction-and-engineering-just-disappeared) 0 Comments [Click here to read/write comments](https://blog.viviota.com/ces-2026-the-line-between-science-fiction-and-engineering-just-disappeared#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [Analytics](https://blog.viviota.com/tag/analytics), [Autonomous Vehicles](https://blog.viviota.com/tag/autonomous-vehicles), [Analog Data](https://blog.viviota.com/tag/analog-data), [Digital transformation](https://blog.viviota.com/tag/digital-transformation) ## [CES 2026 Blog Series: Mind-boggling technology observations](https://blog.viviota.com/ces-2026-blog-series-mind-boggling-technology-observations) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on Jan 15, 2026 10:33:13 AM - [Tweet](https://twitter.com/share) [![Consumer Electronic Show 2026](https://blog.viviota.com/hubfs/AI-Generated%20Media/Images/Generate%20an%20image%20that%20can%20be%20posted%20on%20all%20sociel%20media%20with%20the%20correct%20ratios%20The%20image%20showcases%20a%20bustling%20exhibition%20hall%20at%20CES%202026%20filled%20wit.png)](https://blog.viviota.com/ces-2026-blog-series-mind-boggling-technology-observations) Over the next few weeks, I’ll be sharing a short series of observations from CES 2026 across three themes: [Read More](https://blog.viviota.com/ces-2026-blog-series-mind-boggling-technology-observations) 0 Comments [Click here to read/write comments](https://blog.viviota.com/ces-2026-blog-series-mind-boggling-technology-observations#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [Analytics](https://blog.viviota.com/tag/analytics), [IIoT](https://blog.viviota.com/tag/iiot), [Autonomous Vehicles](https://blog.viviota.com/tag/autonomous-vehicles), [Sensor Data](https://blog.viviota.com/tag/sensor-data), [Machine Learning](https://blog.viviota.com/tag/machine-learning), [Analog Data](https://blog.viviota.com/tag/analog-data), [Electric Cars](https://blog.viviota.com/tag/electric-cars), [ANC](https://blog.viviota.com/tag/anc), [Sensor Data Management](https://blog.viviota.com/tag/sensor-data-management), [Edge Computing](https://blog.viviota.com/tag/edge-computing), [Factory 4.0](https://blog.viviota.com/tag/factory-4-0), [Manufacturing](https://blog.viviota.com/tag/manufacturing), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling), [LabVIEW](https://blog.viviota.com/tag/labview), [Digital transformation](https://blog.viviota.com/tag/digital-transformation) ## [Stop Losing Time: How Engineering Data Can Save Millions](https://blog.viviota.com/stop-losing-time-how-engineering-data-can-save-millions) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on Mar 31, 2025 3:27:15 PM - [Tweet](https://twitter.com/share) [![Value Chain of Data](https://blog.viviota.com/hubfs/Slide1.png)](https://blog.viviota.com/stop-losing-time-how-engineering-data-can-save-millions) Engineering teams possess an underutilized goldmine in today’s fast-paced industrial landscape: their data. From sensor readings and vibration logs to video, sound, and test metadata, engineering data holds critical insights that can accelerate innovation, reduce costs, and safeguard operations against failure. Yet, a significant portion of engineering time is wasted merely searching for, organizing and wrangling data to make it usable. [Read More](https://blog.viviota.com/stop-losing-time-how-engineering-data-can-save-millions) 0 Comments [Click here to read/write comments](https://blog.viviota.com/stop-losing-time-how-engineering-data-can-save-millions#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [Analytics](https://blog.viviota.com/tag/analytics), [Viviota](https://blog.viviota.com/tag/viviota), [IIoT](https://blog.viviota.com/tag/iiot), [automotive industry](https://blog.viviota.com/tag/automotive-industry), [Autonomous Vehicles](https://blog.viviota.com/tag/autonomous-vehicles), [Sensor Data](https://blog.viviota.com/tag/sensor-data), [Machine Learning](https://blog.viviota.com/tag/machine-learning), [aerospace](https://blog.viviota.com/tag/aerospace), [Analog Data](https://blog.viviota.com/tag/analog-data), [Sensor Data Management](https://blog.viviota.com/tag/sensor-data-management), [data cleansing](https://blog.viviota.com/tag/data-cleansing), [simulation](https://blog.viviota.com/tag/simulation), [Edge Computing](https://blog.viviota.com/tag/edge-computing), [Manufacturing](https://blog.viviota.com/tag/manufacturing), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling), [Build Back Better Act](https://blog.viviota.com/tag/build-back-better-act), [EV](https://blog.viviota.com/tag/ev), [Digital transformation](https://blog.viviota.com/tag/digital-transformation) ## [NVIDIA Show Report: AI & ML Take Center Stage at the "Woodstock of AI"](https://blog.viviota.com/nvidia-show-report-ai-ml-take-center-stage-at-the-woodstock-of-ai) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on Mar 25, 2025 9:07:19 AM - [Tweet](https://twitter.com/share) [![](https://blog.viviota.com/hubfs/nivida.jpg)](https://blog.viviota.com/nvidia-show-report-ai-ml-take-center-stage-at-the-woodstock-of-ai) Barry Hutt co-founder Viviota [Read More](https://blog.viviota.com/nvidia-show-report-ai-ml-take-center-stage-at-the-woodstock-of-ai) 0 Comments [Click here to read/write comments](https://blog.viviota.com/nvidia-show-report-ai-ml-take-center-stage-at-the-woodstock-of-ai#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [automotive industry](https://blog.viviota.com/tag/automotive-industry), [Autonomous Vehicles](https://blog.viviota.com/tag/autonomous-vehicles), [Machine Learning](https://blog.viviota.com/tag/machine-learning), [Analog Data](https://blog.viviota.com/tag/analog-data), [data cleansing](https://blog.viviota.com/tag/data-cleansing), [Edge Computing](https://blog.viviota.com/tag/edge-computing), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling), [Digital transformation](https://blog.viviota.com/tag/digital-transformation) ## [Digital Transformation](https://blog.viviota.com/digitaltransformation) Posted by [Pete Zogas](https://blog.viviota.com/author/pete-zogas) on Jan 5, 2024 1:59:35 PM - [Tweet](https://twitter.com/share) [![](https://blog.viviota.com/hubfs/20211221_viviota%20earth%20RESIZED%20image.png)](https://blog.viviota.com/digitaltransformation) Are You “Digital Transformation-Ready”? So, your customers are committed to a Digital Transformation (DT) journey. How does this affect the engineering organization? Engineering executives expect integrating digital technology into all aspects of the business will deliver great value. They expect DT to fundamentally change and improve business operations. As part of the DT journey, engineering teams want to unify and update systems, organizations, and processes to support next-generation product development cycles. Their engineering tools requirements, infrastructure ,and processes will be viewed through this lens. Are your offerings ready to support your customers’ DT projects with scalable, digital enterprise-ready architecture and capabilities? [Read More](https://blog.viviota.com/digitaltransformation) 0 Comments [Click here to read/write comments](https://blog.viviota.com/digitaltransformation#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling), [Digital transformation](https://blog.viviota.com/tag/digital-transformation) ## [Ghostwalk Your Automotive Data - Making Sense of Sensor Data](https://blog.viviota.com/ghost-video) Posted by [Patricia Friar](https://blog.viviota.com/author/patricia-friar) on Sep 20, 2021 7:00:00 AM - [Tweet](https://twitter.com/share) [![Viviota Makes Sense of sensor data, watch Cole explain in this short video](https://blog.viviota.com/hubfs/Photo%20Sep%2009%2c%2010%2052%2028%20AM.png)](https://blog.viviota.com/ghost-video) [Read More](https://blog.viviota.com/ghost-video) 0 Comments [Click here to read/write comments](https://blog.viviota.com/ghost-video#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Analytics](https://blog.viviota.com/tag/analytics), [Autonomous Vehicles](https://blog.viviota.com/tag/autonomous-vehicles), [Sensor Data](https://blog.viviota.com/tag/sensor-data), [Analog Data](https://blog.viviota.com/tag/analog-data), [data cleansing](https://blog.viviota.com/tag/data-cleansing), [Edge Computing](https://blog.viviota.com/tag/edge-computing), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling) ## [Free Your Data From Digital Silos](https://blog.viviota.com/free-your-data-from-digital-silos) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on May 10, 2021 11:04:00 AM - [Tweet](https://twitter.com/share) [![Barry Presenting](https://blog.viviota.com/hubfs/Barry%20Presenting.jpg)](https://blog.viviota.com/free-your-data-from-digital-silos) Customers turn to Viviota and to NI technology to better measure and analyze machine data from sensors. It turns out, sensor data does not always work well with traditional IT software, and there is a gap of software tools for this purpose. [Read More](https://blog.viviota.com/free-your-data-from-digital-silos) 0 Comments [Click here to read/write comments](https://blog.viviota.com/free-your-data-from-digital-silos#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [Analytics](https://blog.viviota.com/tag/analytics), [IIoT](https://blog.viviota.com/tag/iiot) ## [Data Habit 1—Create a Data Strategy](https://blog.viviota.com/data-habit-1-create-a-data-strategy) Posted by [Barry Hutt](https://blog.viviota.com/author/barry-hutt) on Mar 29, 2021 7:54:09 AM - [Tweet](https://twitter.com/share) [![Source: James Clear, Atomic Habits](https://blog.viviota.com/hubfs/Screen%20Shot%202021-03-29%20at%209.46.40%20AM.png)](https://blog.viviota.com/data-habit-1-create-a-data-strategy) *This is post 2 in the series on 'The 7 Data Habits of Highly Effective Product Companies'.* Tune in to our LIVE WEBINAR '7 Data Habits of Successful Product Companies' - MARCH 31, 11 a.m. CDT [![Register Now](https://hubspot-no-cache-na2-prod.s3.amazonaws.com/cta/default/4532223/5ee500bb-26fa-4428-9ea0-f2307984ab1c.png)](https://hubspot-cta-redirect-na2-prod.s3.amazonaws.com/cta/redirect/4532223/5ee500bb-26fa-4428-9ea0-f2307984ab1c) [Read More](https://blog.viviota.com/data-habit-1-create-a-data-strategy) 0 Comments [Click here to read/write comments](https://blog.viviota.com/data-habit-1-create-a-data-strategy#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Big Data](https://blog.viviota.com/tag/big-data), [automotive industry](https://blog.viviota.com/tag/automotive-industry), [Sensor Data](https://blog.viviota.com/tag/sensor-data), [aerospace](https://blog.viviota.com/tag/aerospace), [Sensor Data Management](https://blog.viviota.com/tag/sensor-data-management), [webinar](https://blog.viviota.com/tag/webinar), [Edge Computing](https://blog.viviota.com/tag/edge-computing), [Intelligent Data handling](https://blog.viviota.com/tag/intelligent-data-handling) ## [Upfront Engineering Assessment Saves Time](https://blog.viviota.com/you-dont-know-what-you-dont-know) Posted by [Otmar Foehner](https://blog.viviota.com/author/otmar-foehner) on Sep 4, 2019 3:00:00 AM - [Tweet](https://twitter.com/share) [![](https://blog.viviota.com/hubfs/shutterstock_174303563.jpg)](https://blog.viviota.com/you-dont-know-what-you-dont-know) My day job for the past 30 years has been helping people with their sensor data. In my time off I tinker with and build PCs, try my hand at some home improvement projects and stay on top of new technology developments through the consumption of copious amounts of online tech news website articles and YouTube videos. What I have learned—and keep being reminded of time and time again—is that there are plenty of things that I don’t know. And, that sometimes I’m not even aware of things that I don’t know. Let me explain. [Read More](https://blog.viviota.com/you-dont-know-what-you-dont-know) 0 Comments [Click here to read/write comments](https://blog.viviota.com/you-dont-know-what-you-dont-know#comments-listing) Topics: [Engineering Data](https://blog.viviota.com/tag/engineering-data), [Sensor Data](https://blog.viviota.com/tag/sensor-data), [Sensor Data Management](https://blog.viviota.com/tag/sensor-data-management), [data cleansing](https://blog.viviota.com/tag/data-cleansing) [All posts](https://blog.viviota.com/all) [Next](https://blog.viviota.com/tag/engineering-data/page/2) ### Subscribe Here! ### Recent Posts ### Posts by Tag - [Sensor Data (17)](https://blog.viviota.com/tag/sensor-data) - [Analytics (15)](https://blog.viviota.com/tag/analytics) - [Intelligent Data handling (14)](https://blog.viviota.com/tag/intelligent-data-handling) - [Sensor Data Management (13)](https://blog.viviota.com/tag/sensor-data-management) - [Autonomous Vehicles (12)](https://blog.viviota.com/tag/autonomous-vehicles) - [Big Data (12)](https://blog.viviota.com/tag/big-data) - [Engineering Data (12)](https://blog.viviota.com/tag/engineering-data) - [Digital transformation (11)](https://blog.viviota.com/tag/digital-transformation) - [Edge Computing (11)](https://blog.viviota.com/tag/edge-computing) - [Analog Data (10)](https://blog.viviota.com/tag/analog-data) - [Machine Learning (9)](https://blog.viviota.com/tag/machine-learning) - [data cleansing (9)](https://blog.viviota.com/tag/data-cleansing) - [ADAS (8)](https://blog.viviota.com/tag/adas) - [Electric Cars (8)](https://blog.viviota.com/tag/electric-cars) - [Manufacturing (8)](https://blog.viviota.com/tag/manufacturing) - [automotive industry (7)](https://blog.viviota.com/tag/automotive-industry) - [simulation (7)](https://blog.viviota.com/tag/simulation) - [webinar (7)](https://blog.viviota.com/tag/webinar) - [ANC (6)](https://blog.viviota.com/tag/anc) - [Hybrid Cars (6)](https://blog.viviota.com/tag/hybrid-cars) - [IIoT (6)](https://blog.viviota.com/tag/iiot) - [aerospace (6)](https://blog.viviota.com/tag/aerospace) - [Factory 4.0 (5)](https://blog.viviota.com/tag/factory-4-0) - [Smart Factories (5)](https://blog.viviota.com/tag/smart-factories) - [Build Back Better Act (4)](https://blog.viviota.com/tag/build-back-better-act) - [EV (4)](https://blog.viviota.com/tag/ev) - [Electric Grid (4)](https://blog.viviota.com/tag/electric-grid) - [LabVIEW (4)](https://blog.viviota.com/tag/labview) - [NIWeek (4)](https://blog.viviota.com/tag/niweek) - [Real-time computing (4)](https://blog.viviota.com/tag/real-time-computing) - [Software (4)](https://blog.viviota.com/tag/software) - [Viviota (4)](https://blog.viviota.com/tag/viviota) - [ESS (3)](https://blog.viviota.com/tag/ess) - [Sensors (3)](https://blog.viviota.com/tag/sensors) - [COTA (2)](https://blog.viviota.com/tag/cota) - [IoT (2)](https://blog.viviota.com/tag/iot) - [SAP (2)](https://blog.viviota.com/tag/sap) - [Test (2)](https://blog.viviota.com/tag/test) - [U.S. Grand Prix (2)](https://blog.viviota.com/tag/u-s-grand-prix) - [F1 (1)](https://blog.viviota.com/tag/f1) See all - [Home](https://viviota.com/) - [Products](https://viviota.com/products/) - [Solutions](https://viviota.com/solutions/) - [News & Events](https://viviota.com/news-events/) - [Partners](https://viviota.com/partners/) - [About](https://viviota.com/about/) - [Blog](https://blog.viviota.com/) - [Contact](https://viviota.com/contact/) - [Privacy Policy](https://viviota.com/privacy-policy/) - [Terms of Use](https://viviota.com/terms-of-use/) Copyright © 2023 Viviota