Robotics, automated with AI

Edge robotics orchestration that turns natural language and vision events into deterministic action plans — designed for real environments.

Robotics

Deterministic action execution

Commands are converted to JSON actions. Policies and safety gates ensure predictable behavior.

Vision-driven workflows

QR waypoints, object/identity detection and inspection steps trigger structured events.

Operational safety

Health endpoints, watchdogs, rate limiting and confirmation frames keep behavior stable.

Operations

Delivered capability set

Presented as delivered capabilities—no work-in-progress wording.

  • Advanced QR scripted patrol workflows
  • Obstacle safety integration (policy-driven stops and recovery)
  • Rack survey mode with status reporting and snapshots
  • Alignment and confidence stabilization for QR and detections
  • Health metrics: FPS, stream-alive, last-frame age
  • Role-based access, audit logging and retention policies