These platforms process data directly on local devices to minimize latency and reduce reliance on centralized cloud infrastructure. They excel at real-time decision-making for remote sensors, visual analytics, and automated hardware control. When selecting a framework, prioritize the balance between energy efficiency, memory footprint, and the speed at which your units perform complex calculations without a persistent network connection.

New generation of hybrid models for on-device edge AI

Native C++ AI agent runtime for every major platform

Ship AI agents like web apps, in minutes.

Build AI robots on Pi, Jetson, or Mac with zero setup

Frontier edge intelligence for physical AI

What if AI systems never forgot anything?

Plug-and-Play Al Analytics for Real-World Applications