peopleanalyst

Tools · General business

HR Risk Framework

Put people risk on the same register as every other risk the board reads.

How it works

Builds a workforce risk register grounded in the people-analytics corpus: 5–8 organization-specific risks across key-person, capability-gap, attrition, succession, compliance/conduct, capacity/burnout, and culture — each with argued likelihood/impact bands (never invented probabilities), early indicators you can observe in time to act, leverage-ordered mitigations, and a suggested owner who isn't HR-by-default. Names the priority read for the quarter, the uncomfortable blind spot, and the operating rhythm that keeps the register from becoming theater.

You bring

{ organization, context?, known_concerns? }

You get

{ risks[] (category · likelihood/impact · rationale · early_indicators · mitigations · suggested_owner), priority_read, blind_spot, operating_rhythm[], grounded_in, provenance }

Use it for

Run it on your data

Call it on your own inputs — over the API, or hand it to your AI agent via MCP. Discovery is open; running it is metered.

REST  POST /api/bicycle/hr-risk-framework
MCP   build_hr_risk_register

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