Topic Cluster
Org design and roles
New People roles, ratios, and structures when AI is infrastructure.
7 articles in this cluster.
Part of the fuller People Ops AI: the guide for People and HR teams pillar →
Assign the work before naming the role
List who maintains source data, builds workflows, reviews uncertain outputs and decides when a system should stop. Identify which responsibilities are missing and which already fit existing roles. The articles below examine People team structure, champions and ownership. A new job title is useful only when the work and accountability are clear.
Keep adoption and accountability distinct
Enablement teaches people how to use a capability. Organisation design decides who owns it when something changes or breaks. Make those responsibilities explicit before changing reporting lines or headcount assumptions. Use the enablement cluster for learning routines, and this cluster for the structure that supports them.
Designing values that stick
Most values projects produce a poster, not a behaviour. Values that stick are short, costly to live by, and wired into how…
The HR Architect: a new role inside the People function
AI is climbing from clicks to decisions, and the People roles that survive change shape. The HR Architect is the role your…

Designing the AI-native People team
Bolting AI onto the People org chart changes nothing but the bill. An AI-native People team is redesigned around it: fewer roles…
Coaching and feedback systems that actually compound
A review cycle is not a coaching system. Coaching and feedback systems that compound run weekly and evidence-led. Here is the…
An AI enablement operating model for People leaders
Champions and licences are not a strategy. AI enablement is an operating model with three layers and a cadence. How People…

The champion model
You do not need engineers to build AI capability in People. You need a champion model: three or four operators given air cover, a…

Leading the AI transformation in People
Leading the AI transformation in People fails as a change programme far more often than as a technology problem. Here is the…
Reading is one thing. Doing is another.
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