Edge design considers compute budgets, latency, storage, power, updates and failure recovery. Local inference can reduce reliance on remote services, but security and availability depend on the deployed system and configuration.
EXPERTISE
Edge AI and embedded intelligence
Local inference under connectivity and compute constraints.