Engineering the real world into software.

Vision pipelines, multi-sensor fusion, detection/tracking, and scene understanding.

Voice/text interaction, on-device UI flows, multilingual support, and accessibility.

Task planning, pathing, realtime control loops, and performance tuning on embedded hardware.

Connectors for POS/ERP/WMS/CMMS, hardware drivers, ROS 2/gRPC middleware, and custom APIs.

Deployment tooling, OTA updates, data sync, telemetry, observability, and fleet tooling.

Policy engines, geofencing, replay testing, simulators, compliance checks, and fallbacks.