AI is used only to assist signal detection and classification, never to make or adapt decisions.
Where AI is used
- Pattern detection across telemetry streams
- Signal classification into predefined categories
- Assistive summarization for review artifacts (optional)
These functions operate alongside deterministic analytics and do not modify core signal logic.
Where AI is explicitly not used
- Decision-making or adjudication (readiness scoring is deterministic, not AI-driven)
- Threshold adjustment or logic modification
- Model self-training or adaptation in production
- Operator instruction or command authority
Separation of roles
- AI assists detection and classification only
- Deterministic logic governs signal generation
- Humans retain all evaluative and decision authority
