STREAM PROCESSING

AI SaaS for Real-Time Video Analytics

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AI‑powered SaaS converts live video into safe, low‑latency decisions. The operating loop is retrieve → reason → simulate → apply → observe: ingest camera streams under strict privacy, run compact vision models at the edge for detection and tracking, simulate safety/impact and preview actions, then execute only typed, policy‑checked operations—alerts, redaction, device controls, workflow tickets—with … Read more

Edge Computing and AI SaaS Integration

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Edge + AI SaaS delivers low-latency intelligence where data is born while keeping orchestration, heavy modeling, and governance in the cloud. The operating loop is retrieve → reason → simulate → apply → observe: capture signals at the edge, run compact models and rules locally, simulate safety/impact, and execute typed actions; synchronize summaries to SaaS … Read more