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Intermediate to Senior Leaders5-7 hoursAI strategy framework + operating model blueprint + 12-month roadmap

Building an AI strategy that drives real business transformation. Vision, operating models, value frameworks, maturity assessment, and portfolio management. Turn AI potential into measurable outcomes.

...our customers experience differently? The value drivers What decisions will we make differently? The data and AI priorities The vision architecture has four layers: business vision (what does the business...

2 DaysIntensive

Strategy + RoadmapDeliverable

AI Strategy Business Transformation Operating Model AI Maturity Value Realization View Details

How LLMs Work

Beginner to Intermediate4-6 hoursWorking mental model + reference materials

What actually happens inside a Large Language Model — from the moment you type a prompt to the moment it responds. No math. No fluff. Just a clear picture you can hold in your head.

...become "Chat" + "G" + "PT" — three tokens — because the combined string wasn't common enough in training data to earn its own dedicated token. Try it yourself — Tokenize your own text Take a sentence from a...

2 DaysIntensive

Beginner FriendlyNo math required

LLMs Machine Learning Transformers Generative AI View Details

Operating Model Choices

Advanced (EA, TS)5-6 hoursOperating model design canvas + team topology guide + Conway's Law application worksheet + Communication Structure Heatmap

How the structure of technology teams shapes the structure of the systems they build — covering Conway's Law, centralised vs federated models, platform teams, product operating models, team topologies, and designing the organisation that produces the architecture you want.

...Required team structure: small, autonomous teams that own services end-to-end. Desired system: unified data platform. Required team structure: one team that owns the platform, consuming teams that use it....

1 DayIntensive

StrategicEA · TS

Architecture Operating Model Conway's Law Team Topologies Platform Teams Strategy View Details

Responsible AI Implementation Workshop

AI/ML Engineers, Data Scientists, Product Managers, Compliance OfficersResponsible AI implementation guide, safety guardrail templates, compliance checklist

Implement responsible AI practices including safety guardrails, alignment mechanisms, bias detection, and regulatory compliance.

...actually build and ship AI systems — not just the people who write policy about them. AI/ML Engineers, Data Scientists Product Managers for AI products Compliance Officers, Legal Teams Engineering Leaders...

1-2 DaysHands-on

Compliance ReadyGovernance

Responsible AI AI Safety AI Ethics EU AI Act Bias Detection View Details

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