AIR
Unmanned & autonomous flight
From incident to inspectable evidence.
Deterministic incident reconstruction for mission-critical autonomous systems.
EXPLORE PAMIR →PAMIR works after the mission. It turns telemetry into inspectable evidence without controlling the vehicle, targeting or engagement.
From incident to inspectable evidence.
Operational reality, reconstructable.
Complex missions, clear evidence.
Evidence that can withstand scrutiny.
Not a black-box confidence score. PAMIR preserves the path from source telemetry to the material claim — including uncertainty, counterexamples and reproducible replay.
50/50 accepted cases achieved exact deterministic replay with SHA256-pinned provenance. No synthetic data.
6 incident · 33 healthy control · 11 unknown. Labels are retained independently of PAMIR output.
The validated v0.1 detection policy, thresholds, benchmark corpus and Evidence Pack remain unchanged.
16 of 33 source-labelled healthy controls produced a PAMIR root. This is tracked as a calibration and generalisation target—not as causal ground truth.
Exact replay proves deterministic reconstruction for the pinned input. PAMIR confidence remains an anomaly-strength heuristic, not a probability of causation.