Privacy‑preserving AI

Decentralized AI SaaS blends edge/on‑device inference, federated learning, and zero‑trust governance to deliver AI as a “system of action” without centralizing sensitive data. The promise: sub‑100 ms experiences, stronger privacy and sovereignty, resilience against outages, and better unit economics by pushing cheap compute to the edge and using the cloud for planning, simulation, and policy … Read more