AI operating model design
AI capability survives the end of any single project once decision rights and a centre-of-excellence charter govern it. We design the target model and the transition plan, not the use cases.
AI capability resets with every initiative
AI initiatives sit outside the operating model, funded as a line item and staffed by a team that returns to its unit once the pilot closes. Decision rights, model ownership and review gates are renegotiated each time, so nothing that was learned becomes a standing capability.
AI becomes a core capability when it is embedded in how your functions already work: processes redesigned around AI-first principles with human oversight, roles and decision rights written down, and a centre of excellence that maintains standards, reusable assets and model governance across the organisation. The decision is not which use case to fund next, but who holds the decision rights when the next one arrives.
A centre of excellence, and the functions around it
Not a committee that reviews everything. A core that owns standards, reusable assets and governance, so business functions ship AI without rebuilding the foundations each time.
of Excellence
Business functions
Process owners accountable for the outcome, not for the model
Data & platform
The foundation the use cases run on, shared across functions
Governance & risk
Policies, compliance and human oversight defined once
Enablement
Standards, reusable assets and the community that spreads them
What makes this different
AI as a core capability
Embedded in every function, with the same permanence as any other operating capability.
Processes redesigned around AI
AI-first design with human oversight where the decision carries risk.
Roles and decision rights
Defined ownership across business, data and technology, written down.
What you take away
What the target model contains and what it takes to stand it up. Not for organisations without at least one AI use case in production; there is no operating model to redesign yet.
Target operating model
Roles and RACI
Redesigned process blueprints
Governance framework
Start with an operating model review
One session with your business, data and technology leads. You take away a map of where AI decisions stall today and the target model outline.
Book the operating model review