India, July 18 -- ModelNova, an Edge AI company from embedUR systems, today announced its full-scale launch as an independent company dedicated to making artificial intelligence practical on power-efficient edge devices.

As the industry accelerates toward "physical AI" - bringing intelligence out of the cloud and into the real world so that machines can sense, decide, and act on their own - the hardest problem is no longer training a model, but getting it to run reliably on constrained, AI-accelerated silicon.

ModelNova was created to close that gap by pairing ready-to-use building blocks with the tooling and expertise needed to take models all the way to high-volume production.

"Every technology wave lives or dies on whether developer...