AI opportunities

Risk scoring from tenure and documentation-coverage signals

Scoring succession risk from role tenure, the ratio of documented to undocumented knowledge, and single-point-of-failure flags.

Technique

A scoring formula combining tenure, documentation-coverage ratio, and criticality flags.

Open source tool

Standard scoring tooling over HR and content-coverage data