ROS 2 + OTel
Bridge ROS 2 nodes to OTLP. Capture node lifecycle, topic throughput, and per-callback latency alongside the same gen_ai.* spans your supervisory agents emit.
The next generation moves and sees.
Robotics and autonomous systems generate more telemetry per minute than most cloud services do per day. SignalCortex captures it natively — perception, planning, control, and the LLM agents that supervise them.
Perception traces
Tie camera, LIDAR, and sensor-fusion outputs to downstream planning decisions. Every reasoning step links back to the frame and inference that produced it.
Fleet baselines
Per-asset and per-fleet baselines for error rates, latency, and silence. Anomaly detectors fire when a single drone, AV, or humanoid drifts from the fleet norm.
Approval-gated remediation
Safety-critical fixes (parameter rollbacks, mission aborts, return-to-base) flow through approval gates with full audit trail.