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Intermediate4-5 hoursAI operating model blueprint + team role map + governance forum design

AI success is not just about tools. It depends on how teams are organised, who owns what, how standards are set, and how delivery, governance, and platform capabilities work together.

...surprisingly unglamorous: standard review and approval patterns reusable prompt or workflow templates shared vendor evaluation criteria approved architecture patterns training pathways for different role groups examples...

1 DayStrategy

Operating ModelDesign

AI Operating Model Team Design AI Governance Transformation Platform Teams View Details

Fitness Functions Instead of Review Boards

Enterprise Architects, CTOs, Review Board Members, Engineering Leaders3-4 hoursA three-tier fitness function plan — your first three invariants automated, and the board agenda they retire

Batch review cannot govern continuous change. How to encode architectural invariants as automated checks — and what still belongs to the board.

...introduced the term; ThoughtWorks built them into delivery pipeline guidance; case studies and cloud-vendor patterns followed. Every treatment gives the same playbook: define an architectural property,...

1 DayIntensive

ContinuousNot batched

Governance Fitness Functions Architecture Review Continuous Delivery View Details

Case Study

From 15 AI Pilots to 6 Prioritized Initiatives

How a FinTech aligned AI strategy, governance, and execution in 8 weeks — cutting through pilot paralysis with a clear operating model.

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