The Biggest Mistake Companies Make When Deploying Edge AI And How to Avoid It | Intel Business
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Опубликовано 22 мая 2026, 16:37
Most companies approaching edge AI make the same two mistakes: they either under-spec the hardware and run out of resources within a year, or they throw expensive, oversized accelerators at the problem and kill the ROI before the project ever reaches production. There's a smarter way and it starts with asking better questions.
Filmed at Embedded World 2026, Intel sits down with the OnLogic team for a wide-ranging conversation about what it actually takes to take physical AI from concept to scaled deployment across some of the world's most demanding industries. From commercial buildings and smart wind turbines to manufacturing lines and fleet management, the team unpacks why every edge deployment is different and why treating them the same is one of the fastest ways to fail.
The conversation gets particularly interesting when the team zeroes in on a shift happening right now in how edge devices are architected, why the classic ""gateway"" model is quietly becoming obsolete, and what a new generation of integrated compute makes possible that simply wasn't on the table a few years ago.
If you're navigating the jump from pilot to production or trying to make the ROI case for edge AI in a margin-tight industry, this is the conversation that will sharpen your thinking.
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The Biggest Mistake Companies Make When Deploying Edge AI And How to Avoid It | Intel Business
youtube.com/intelbusiness
Filmed at Embedded World 2026, Intel sits down with the OnLogic team for a wide-ranging conversation about what it actually takes to take physical AI from concept to scaled deployment across some of the world's most demanding industries. From commercial buildings and smart wind turbines to manufacturing lines and fleet management, the team unpacks why every edge deployment is different and why treating them the same is one of the fastest ways to fail.
The conversation gets particularly interesting when the team zeroes in on a shift happening right now in how edge devices are architected, why the classic ""gateway"" model is quietly becoming obsolete, and what a new generation of integrated compute makes possible that simply wasn't on the table a few years ago.
If you're navigating the jump from pilot to production or trying to make the ROI case for edge AI in a margin-tight industry, this is the conversation that will sharpen your thinking.
Subscribe now to Intel Business on YouTube: intel.ly/43XZh6J
About Intel Business:
Get all the IT info you need, right here. From data centers to devices, the Intel® Business Center has the resources, guidance, and expert insights you need to get your IT projects done right.
Connect with Intel Business:
Visit Intel Business WEBSITE: intel.ly/itcenter
Follow Intel Business on X: twitter.com/IntelBusiness
Follow Intel Business on LINKEDIN: linkedin.com/showcase/intel-bu...
Follow Intel Business on FACEBOOK: facebook.com/IntelBusiness
The Biggest Mistake Companies Make When Deploying Edge AI And How to Avoid It | Intel Business
youtube.com/intelbusiness
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