Topic Cluster
Readiness and diagnosis
Mapping where a People function actually stands before building anything.
6 articles in this cluster.
People debt: what GenAI exposes, and what to do about it
GenAI does not create People debt. It exposes it. Inconsistent levelling, undocumented processes, decision rights nobody can…
The People Ops diagnostic toolkit
Five working diagnostics for People leaders: the underperformance early warning, the People-as-a-product checklist, the 90-day…
Diagnosing AI readiness in People Ops
A two-axis maturity read plus a six-axis diagnostic for People functions. Use it before you build anything, so you build the…
AI roadmap case study: FinEdge's first 90 days
How a 280-person fintech People team went from scattered ChatGPT use to nine production workflows in 90 days. The exact sequence…
A workflow assessment framework for People Ops
Most People teams pick AI workflows by instinct or by what is loudest. A simple scoring framework — value, frequency, fit, risk…
The People Ops AI domain map
A map of where AI fits across the People function — from sourcing to offboarding — so you can see the whole estate before you…