peopleanalyst

Platform · Shipped

Canon to occupation pairing — career guides vs topic guides

For each body of knowledge (guide canon), the occupation it is actually written FOR — judged by measured ensemble over a semantic shortlist and withheld when ambiguous. Splits the guide corpus into CAREER guides (primary on a job profile) and TOPIC guides (secondary, shown where relevant). Discriminates by level unprompted: an m5 guide pairs to the manager occupation, p3/p5 to the specialist one.

Cluster
Platform
Type
algo
Status
Shipped
Used by
people-analytics-toolbox, peopleanalyst-site, canonicai, devplane

Maturity evidence

Functioning
87 guides judged, edition pair-2, median alpha 0.86.
Valuable
Caught the Role Reality Gap prove-one measuring the wrong occupation; supplies the career/topic split that decides which guides are primary on a JobFrame profile.
Understood
docs/programs/MEASURED-ENSEMBLE-JUDGMENT.md
Integrated
Not yet rendered on job profiles (PAT-JFE-GAP-2) and the secondary relevance shelf still needs its ensemble pass (PAT-JFE-GAP-9).

How to use it

Not surfaced with a callable endpoint yet — still building. Tell us you want Canon to occupation pairing — career guides vs topic guidesand we’ll prioritize it.

Request Canon to occupation pairing — career guides vs topic guides

Other Platform capabilities

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Capability detail sourced from the People Analytics Toolbox capability feed (source of truth), snapshot retrieved 2026-07-23.