Edge AI Retrofit Planner

Physical AI / Green Technology

Edge AI Retrofit Planner

Software-first planning for adding AI capability to existing cameras, gateways and industrial controllers without automatically replacing the host system.

Device fit

Classify architecture, power, expansion and existing accelerator capability.

Workload fit

Consider latency, connectivity and data-locality requirements.

Deployment route

Recommend existing accelerator, add-in accelerator, separate edge gateway or cloud/near-edge processing.

Current planner prototype v0.1: 4 automated tests passing. No physical-device control is performed.