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AI Measurement & ROI
Intermediate to Senior Leaders3-4 hoursAI measurement framework + ROI model + leadership dashboard template

Proving AI's value — defining success before you start, attributing outcomes correctly, and reporting to leadership in a way they trust. The discipline of answering the question every executive asks: is this worth it?

...conversion), cost reduction (process automation, efficiency gains), risk reduction (fewer incidents, better compliance), and capability (new abilities the organisation didn't have before). Benefit type Example...

1 DayIntensive
ROI FrameworkDeliverable
AI ROIValue MeasurementAI MetricsBusiness ImpactAI ReportingView Details
Application, Integration, API, Interface, Data & Process Design
Intermediate to Advanced (SA, EA)6-8 hoursIntegration design playbook + API design standards + data movement pattern guide

How the components of a solution are structured internally, how they communicate with each other, and how they connect to the data and processes they depend on.

...patterns — how errors are shown, how loading states work, how navigation flows. Accessibility — WCAG compliance as a non-negotiable standard. Interface design isn't about aesthetics — it's about making...

2 DaysIntensive
ComprehensiveSA · EA
ArchitectureSolution DesignIntegrationAPI DesignData DesignView Details
Application & Technology Landscape
All levels — SA, EA, TS4-5 hoursApplication landscape register + technology heat map + dependency matrix

How to build, read, and use the full picture of what an organisation runs — every application, platform, integration, and technology — and how they depend on each other.

...retain people who know this technology? What the heat map reveals: 🔴 Red technologies are security and compliance risks — they need immediate attention. 🟡 Amber technologies are not yet critical — plan migration...

1 dayIntensive
PracticalLandscape exercise
ArchitectureEnterprise ContextApplication LandscapeTechnology LandscapeRationalisationDependenciesView Details
Future Operating Model
Advanced (EA, TS)5-6 hoursFuture operating model scenarios + AI-native organisation design principles + transition pathway + Communication Structure Heatmap

How organisations will need to restructure their technology capabilities, teams, and governance as AI, automation, and platform thinking reshape what it means to run a technology function.

...autonomous systems: Humans set constraints — systems operate within boundaries humans define. Automated compliance — routine checks are automated; human review for exceptions. Transparency — all AI decisions...

1 DayIntensive
StrategicEA · TS
ArchitectureOperating ModelAIFuture of WorkStrategyPlatformView 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.

...teams adopt without deciding PostgreSQL for relational, Kafka for events Fitness functions Automated compliance checks in CI/CD API spec compliance, security scan Platforms Standards implemented as self-service...

1 DayIntensive
StrategicEA · TS
ArchitectureOperating ModelConway's LawTeam TopologiesPlatform TeamsStrategyView Details
Platform Thinking
Intermediate to Advanced (SA, EA, TS)5-6 hoursPlatform strategy canvas + internal platform design guide + shared capability register

How to shift from building one-off solutions to building reusable internal platforms — shared foundations that allow teams to deliver independently without solving the same problems repeatedly.

...platform. Fast evolution — platform evolves based on team feedback — not on annual planning. Automated compliance — standards enforced by the platform, not by review. Transparent roadmap — teams know what's...

1 DayIntensive
CurrentSA · EA · TS
ArchitecturePlatformDeveloper ExperienceInternal PlatformsSelf ServiceView Details
AI Strategy & Business Transformation
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.

...Customer Better experience, faster service Customer satisfaction metrics Risk Fewer incidents, better compliance Risk metrics, audit results Strategic New capabilities, competitive positioning Capability...

2 DaysIntensive
Strategy + RoadmapDeliverable
AI StrategyBusiness TransformationOperating ModelAI MaturityValue RealizationView 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.

...for low temp? Best for high temp? For your actual work: which tasks need low temperature (reports, compliance, legal) and which benefit from high temperature (brainstorming, creative writing, ideation)? Step...

2 DaysIntensive
Beginner FriendlyNo math required
LLMsMachine LearningTransformersGenerative AIView Details
How to Think With AI
Beginner to Advanced5-7 hoursPersonal AI Fluency framework + working habits

AI Fluency — the four competencies that separate people who use AI from people who think with it. Delegation, Description, Discernment, Diligence. Master these and everything else follows.

...there (jumped reasoning). It agrees with a premise you stated that was actually wrong (sycophantic compliance). It pattern-matched to a superficially similar problem and missed what's specific about yours...

2 DaysIntensive
4 CompetenciesComplete Framework
AI FluencyGenerative AIProductivityAI WorkflowsResponsible AIView 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.

...or monthly, validating long-term properties: technical debt density, architecture entropy, standards compliance across services, decision drift between recorded ADRs and the live system, and fitness function...

1 DayIntensive
ContinuousNot batched
GovernanceFitness FunctionsArchitecture ReviewContinuous DeliveryView Details
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