Edgify

Edgify is an Israeli AI company focused on on-device (edge) machine learning, enabling retailers to run computer-vision models directly on point-of-sale hardware without sending data to the cloud. Detailed public information on founding year, founders, headcount, funding rounds, and valuation is limited.

Edgify's primary product applies computer vision at the retail checkout: its models run on the GPU or CPU embedded in self-checkout terminals to recognize items — including fresh produce — reducing shrinkage and checkout errors without requiring a continuous cloud connection. The buyers are large grocery and general-merchandise retailers. The technical moat is federated learning across a fleet of edge devices, allowing models to improve collectively while keeping raw transaction data on-premises.