Diagnosing the Shift: Product Intelligence Has Moved On-Device
Discover the new intelligence boundary as decision-making has moved closer to the point of action.
5 Times Software Sold the Device in 2025 (Even When Hardware Had Flaws)
Missing components, awkward tradeoffs, experimental form factors; yet people still bought these products anyway. The reason: the software delivered all of the value!
Running AI on the Edge: A Practical Look at Getting Models to Work on Real Devices
Faster responses, better privacy, and no internet demands, there's no doubt that running AI at the Edge (on-device) is the future. The caveat - moving a powerful training computer onto a tiny, power-limited chip.
Reimagining Road Safety with AI and IoT: How Smart Intersections and V2X Can Prevent Festive-Season Crashes
Nearly 40,000 people die on U.S. roads each year, and roughly one in four traffic fatalities is attributed to intersections. Could smart intersections be the solution?
Physical AI in Practice: A Three-Layer Stack for Real-World Robots
Humanoids need Edge-first AI autonomy since robots are judged by guarantees, not intentions. Guarantees are easier when the brain stays close to the body.
Fusion Studio: The New Edge AI Developer Stack
Discover how embedUR has been building intelligence that powers millions of connected devices since 2004 and their newest kid on the block - Fusion Studio
embedUR Accelerates Edge AI Development with Easy, Low-Cost Access Through Fusion Studio
Designed to simplify the transition from model to prototypes, Fusion Studio combines dataset preparation, retraining, benchmarking, and deployment in one environment.
Is Fusion Studio Actually Worth It?
Every new Edge AI product promises a shortcut; fewer hours to deploy or maybe a cleaner workflow. But how does Fusion Studio actually stand out from the competition?
The True Cost of an AI Pilot, in Carbon and Cash
AI Pilots hold peak potential for real-world applications, however, is it worth the carbon? Discover the true cost of AI in terms of cash and CO₂ emissions
Humanoid Robots: Your AI Companions by 2030?
Pilot testing today becomes standard practice tomorrow. Will humanoid AI robots make life easier, or just introduce a new host of challenges?