Findings that keep their evidence
Every normalized finding carries the parser, host, raw record, and the operator decisions applied to it. Nothing becomes an unsourced assertion in a client deliverable.
- Per-host rollup before the model ever sees a template
- Deduplication across overlapping scanners
- Field-level diff between AI draft and operator edit