EdgeAI Forge: Building a Local-First Physical AI Architecture for Autonomous Industrial Pipelines

AI is moving beyond chat. In industrial automation, the useful question is not only whether a model can answer an engineering question, but whether an AI system can help plan, generate, test, benchmark, review, deploy, and improve software that operates close to machines.

That is the idea behind EdgeAI Forge, an early-stage local-first agentic AI platform for Physical AI, machine vision, robotics, ROS 2, PLC integration, and edge deployment.

The target workflow is:

Requirement -> Plan -> Generate -> Test -> Benchmark