Human-in-the-loop oversight, teleoperation, and real-world validation for embodied and high-stakes AI systems

Human-guided control, intervention, and performance validation for robotic and autonomous systems.
Real-time oversight. Remote task execution. Safety assurance.

Human-verified signal detection across social feeds, open sources, geospatial platforms, and sensor outputs.
Layer context. Validate events. Enrich automated systems with ground truth.
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