Who are you?
or pick one
PII detection. Client data stays local. Zero external routing for sensitive queries.
Governed external research. Query sanitized before it leaves. Citations returned.
Reversibility check. Prior decisions connected. One-way doors flagged before action.
Typed artifacts with provenance. Who created what, when, why — tracked and linked.
Root cause isolation. Fix verification. Failure patterns captured as lessons.
The system audits itself. Improvement proposals generated through governance.
Local-first by default. External only after classification, sanitization, and policy check.