Topic Cluster
Enablement and change
Operating models, champions, and the change rituals that make AI stick.
12 articles in this cluster.
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…
Coaching and feedback systems that actually compound
Most performance systems run once a quarter and decay between cycles. The systems that compound are weekly, lightweight…
An AI enablement operating model for People leaders
Champions are a distribution layer, not a strategy. The operating model that makes AI enablement compound has three connected…
The champion model
You don't need engineers to build AI capability inside the People function. You need three or four champions, given air cover and…
Leading the AI transformation in People
AI in People Ops fails as a change programme more often than as a technology problem. Here is the operating playbook for leading…
Designing values that stick
Most corporate values projects fail. They produce a poster, not a behaviour. The values that actually shape a company are short…
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 HR Architect: a new role inside the People function
Every white-collar job is a sequence of clicks. AI is starting at the click layer and moving up. The roles that survive are the…
From prompts to systems
Most People teams are stuck between dabbling and tool-shopping. The third path is building. It has a grain, and it has a…
AI governance for People teams
Governance is not the brake. It is the steering. The People teams that stay fast with AI are the ones that decided early what…
Designing the AI-native People team
Most People functions bolt AI onto the existing org chart. The ones pulling ahead redesign around it — different roles, different…
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…