Normalized evidence
Sensor and C2 observations, independent ground truth, timestamps and confidence.
EVIDENCE-GRADE COUNTER-UAS VALIDATION RESEARCH PROTOTYPE
When outcomes fail,
reconstruct why.
PAMIR-CUAS is an independent validation and incident-reconstruction layer for Counter-UAS systems. After a test or incident, it analyzes sensor and C2 evidence to identify timing faults, sensor disagreement and evidence that materially changed the outcome.
RADAR · RF · EO/IR · C2→PAMIR-CUAS→CAUSAL FINDING · EVIDENCE GRAPH · COUNTERFACTUAL REPLAY
POST-TEST / OFFLINEVENDOR-NEUTRALNO WEAPON CONTROL
INCIDENT RECONSTRUCTION / SYNTHETICCASE CUAS-001
TRACE / EXPLAIN / RECONSTRUCTABSTRACTED NON-OPERATIONAL VIEW
Not another sensor.
Not another effector.
An independent validation and forensics layer for evidence already produced by Counter-UAS systems.
01SENSOR / C2Radar · RF · EO/IR · Other
→02PAMIR-CUASValidation & forensics
→03EVIDENCE OUTPUTGraph · finding · replay
02 / EVIDENCE ARCHITECTUREFrom observations to
From observations to
defensible reconstruction.
Causal evidence graph
Provenance, association and contribution lineage across the evidence chain.
Temporal integrity
Clock offset, stale evidence and out-of-order observations surfaced for inspection.
Counterfactual replay
Safe offline exclusion or correction tests whether suspect evidence changed the outcome.
03 / TEST-BACKED PUBLIC EVIDENCE
Claims follow evidence.
Public claims are limited to behavior exercised by the current research prototype's automated tests and specification.
STALE
Temporal stale evidence
- Baseline
- False positive
- Anomaly
- Temporal stale evidence
- Counterfactual
- Suspect evidence excluded
- Result
- Outcome changed
Sensor disagreement
- Baseline
- False positive
- Anomaly
- Sensor disagreement
- Counterfactual
- Disagreeing evidence excluded
- Result
- Outcome changed
Built for the questions
that appear after the test.
Why did this false positive occur?
Which evidence materially changed the outcome?
Was the anomaly causal or merely correlated?
Did timing integrity alter the decision?
Can the result be reproduced and inspected?
05 / SAFETY BOUNDARYValidation infrastructure.
Validation infrastructure.
Not engagement logic.
PAMIR-CUAS does not perform target selection, weapon control, engagement decisions, interceptor guidance, firing solutions or effector optimization.
NO TARGET SELECTIONNO WEAPON CONTROLNO ENGAGEMENT DECISIONSNO INTERCEPTOR GUIDANCE
Make decision paths
inspectable.
For technical evaluation, validation studies and integration dialogue.
cuas@pamilanga.com