Operator-in-the-loop perception, built into the operator console.
Describe what you're looking for in plain language. Review candidate segments with confidence indicators. Confirm, then guide — without ever leaving the workflow.
Six modules. One workflow.
Natural-language queries
Operators describe objects in plain language. The system returns candidate segments for review.
Segmentation + confidence
Candidates surface with confidence indicators and track continuity, so the operator can validate before any action.
Console integration
Map, video, telemetry, waypoints, and perception panel — one interface, no context switching.
Human supervision
Operators retain decision authority. Nothing acts without explicit confirmation.
Audit + records
Prompts, selections, confirmations, and system state are logged for review and responsible deployment.
Edge-ready
Low-latency on-device inference. Designed for resilient field operation with intermittent links.
Five steps. Operator in command of every one.
Walk through the full perception workflow.
Live demo includes prompt formats, candidate evaluation, confirmation flow, and integration patterns.