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AI Operating Model & Team Design
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.

...want shared access, shared patterns, and help with adoption. Later, the organisation needs portfolio management, governance forums, platform reuse, training pathways, and capability champions inside functions. Scaling...

1 DayStrategy
Operating ModelDesign
AI Operating ModelTeam DesignAI GovernanceTransformationPlatform TeamsView Details
Data & AI Direction
Intermediate to Advanced (SA, EA, TS)5-6 hoursData and AI direction framework + AI readiness assessment + governance overlay

How data strategy and AI direction connect to architecture — covering data quality, governance, data architecture for AI, AI enablement, responsible AI, data products, data mesh, and building a data and AI roadmap.

...ungoverned, low-quality data. Data strategy covers quality, governance, ownership, and access. AI changes what organisations need from their data architecture — real-time, structured and unstructured....

1.5 DaysIntensive
CurrentSA · EA · TS
ArchitectureData StrategyAIData GovernanceData MeshData ProductsView 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.

...Kubernetes clusters, environments. They don't deploy applications. Security — IAM, encryption, secrets management. They don't write application-level security logic. Developer experience — templates, documentation,...

1 DayIntensive
StrategicEA · TS
ArchitectureOperating ModelConway's LawTeam TopologiesPlatform TeamsStrategyView Details
Technology Strategy & Architecture Strategy
Advanced (EA, TS)5-6 hoursTechnology strategy vs architecture strategy distinction map + strategy brief template

How to distinguish technology strategy from architecture strategy, connect both to business strategy, and define a coherent direction for the organisation's technology investments.

..."Achieve SOC 2 compliance" Security controls Zero-trust, audit logging, encryption IAM, SIEM, key management The strategy brief template: Business Strategy — what outcomes. Capabilities — what capabilities...

1.5 DaysIntensive
StrategicEA · TS
ArchitectureTechnology StrategyBusiness StrategyDirectionEnterprise ContextView Details
Responsible AI — Ethics, Risk & Governance
Beginner to Intermediate4-5 hoursAI risk map + personal responsibility checklist + governance starter framework

Using AI responsibly — covering ethics, bias, hallucination risk, data privacy, accountability, and organisational governance. The judgment to use AI fairly, safely, and in a way you can defend.

...when deploying it, and when using it day to day. The questions are the same regardless of stage. What changes is what you can do when the answer is wrong. Try it yourself — The five principles audit For...

1 DayIntensive
Beginner FriendlyNo legal background required
Responsible AIAI EthicsAI RiskAI GovernanceBiasData PrivacyAI FluencyView Details
Decision Rights & Delegation
Engineering Managers, Tech Leads, Directors, CTO, VP Engineering3-4 hoursDecision rights map by altitude and domain, with every gap, overlap and delay node named

Decisions made at the wrong altitude are the commonest source of both bottleneck and drift — which makes delegation a design problem, not a trust problem.

...decision is predictable, it should not need to wait for approval. DVA does not eliminate governance. It changes how governance is applied — shifting the system from waiting states to pre-authorised states....

1 DayIntensive
AltitudeWho decides what
Decision RightsDelegationGovernanceDecision VelocityView Details
Execution Stability & Structured Refactoring
CTOs, Engineering Directors, Principal Engineers, Engineering Managers3-4 hoursA classified structural risk map — your top friction modules sorted into dicing, slicing and peeling with a governance rule attached

Delivery slows because structural entropy accumulates unmeasured. Classify refactoring into dicing, slicing and peeling to restore predictability.

...outage, no failed audit, no angry customer. There is a slow, distributed increase in the cost of every change. The symptoms are quiet and they arrive together: Cycle time stretches — the same size of change...

1 DayIntensive
LayersNot cleanup
Execution StabilityRefactoringDelivery PredictabilityStructural RiskView Details
Delivery Enablement & Quality Workshop
Engineering Managers, Tech Leads, QA Leads, DevOps EngineersSDLC playbook, CI/CD guardrail templates, quality rubrics, DORA metrics dashboard

Create predictable, repeatable delivery with sustainable engineering practices, CI/CD guardrails, and AI-augmented workflows.

...the easy way — so every deployment feels like your best one, not your luckiest one. That one idea changes everything. It turns delivery from a heroics game into a system. Keep it in mind. Purpose The...

2 DaysPractical
Quality GatesAutomation
Delivery ExcellenceCI/CDQuality EngineeringDevSecOpsDORAView Details
AI & Agentic Systems Strategy Workshop
CIO, CTO, Chief AI Officer, VP EngineeringAI operating model, governance policy, compliance roadmap, 90-day action plan

Develop a clear, governed AI and agentic systems strategy that delivers business value while managing risk, cost, and compliance.

...and how you move from pilot to production without burning through your token budget. That one idea changes everything. It turns AI from a technology experiment into a business capability. Keep it in...

2 DaysStrategic
Operating ModelGovernance Framework
AI StrategyAgentic SystemsAI GovernanceResponsible AIView Details
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