WOH-Watch

Discovery, feasibility and pricing for a connected-hardware product, taken from concept into a six-milestone statement of work. Seven vendor platforms evaluated across fourteen integration surfaces against one hard constraint: every site sits behind carrier-grade NAT, so nothing is reachable inbound and every path has to be device-initiated. Benchmarking a vision LLM against classical computer vision showed the AI approach was unsafe, and the client heard so before committing budget. 2026.