01
UAV systems
Flight-log reconstruction, state transitions, sensor consistency and evidence-grade validation workflows.
Evidence-driven validation
Prove autonomy.Before deployment.
PAMIR turns operational telemetry into repeatable, inspectable validation evidence for autonomous systems — from incident reconstruction to pilot-ready proof.
The problem
Autonomous systems generate data. PAMIR turns it into evidence.
Validation becomes difficult when logs, incidents and test results live as disconnected artifacts. PAMIR creates a repeatable engineering path from operational telemetry to findings that can be inspected, reproduced and carried into pilot decisions.
Technology architecture
A validation pipeline,
not another dashboard.
Structured to support engineering investigation and evidence creation without changing the autonomous system's control logic.
01 / INPUT
Operational data
Flight logs, telemetry, simulation outputs and test artifacts.
02 / RECONSTRUCT
Incident reconstruction
Recover event context, sequence and relevant signal relationships.
03 / VALIDATE
Repeatable evaluation
Frozen policy and thresholds produce comparable validation runs.
04 / EVIDENCE
Inspectable evidence
Results are retained as reproducible engineering evidence.
05 / DECIDE
Pilot decision
Move from technical finding to a controlled validation pathway.
Application domains
Built around autonomy,
not one vehicle type.
PAMIR's evidence model is intended for systems where operational telemetry and post-test reconstruction matter: aerial, robotic, industrial and mobility platforms.
02
Industrial autonomy
Evidence workflows for automated machinery, robotic cells and operational anomalies in engineered environments.
03
Autonomous mobility
Post-run analysis and validation evidence for increasingly software-defined mobility systems.
Validation proof
Evidence first.
Claims second.
The current PAMIR baseline is deliberately conservative: a frozen reproducible v0.1.0 validation gate, a hard CI corpus, and a supplemental external clean-log validation batch.
3 / 3External clean-log validation batch — PASS.
5 + 3Hard CI corpus: five incident logs plus three healthy/control public ULogs.
v0.1.0Frozen, reproducible validation baseline. Policy and threshold semantics unchanged.
Evidence console
External clean-log batch
CASE #010External clean-log validation candidatePASS
CASE #011External clean-log validation candidatePASS
CASE #01291,052 samples · 475 signals · no material root identifiedPASS
Roadmap
From technical baseline
to pilot evidence.
Complete
Stable baseline
v0.1.0 frozen and reproducible.
Complete
External clean-log batch
Three clean cases completed with PASS results.
In progress
Evidence pack
Structure the validated material into a pilot-facing technical evidence package.
Next
Pilot program
Apply the workflow against a partner-defined autonomous-system validation problem.
PAMIR / PAMILANGA
Building validation infrastructure
for autonomous systems.
PAMIR is building toward a €250k–€500k pre-seed round while advancing from reproducible technical evidence toward pilot deployment.