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Capability Mapping & Business Outcomes
All levels — SA, EA, TS4-5 hoursBusiness capability map template + capability-to-outcome linkage model

How to build business capability maps, connect them to technology, and link capabilities to strategic outcomes — the bridge between business strategy and technical architecture.

...Development. Technology — Infrastructure Management, Application Development, Security Operations, Data Management. Risk & Compliance — Risk Assessment, Regulatory Reporting, Audit Management, Incident...

1.5 daysIntensive
PracticalMap-building exercise
ArchitectureCapability MappingBusiness StrategyEnterprise ContextBusiness OutcomesView Details
Effective Prompt Engineering
Beginner to Advanced6-8 hoursFull prompt design framework + personal prompt library

Every major prompt engineering technique — from basic clarity to advanced agentic reasoning. Not a list of tips. A mental model you can apply to any task, any tool, any context.

...unspecified, the model doesn't flag it and ask. It fills the gap with whatever is most common in its training data. That default is rarely what you wanted. Compare these two prompts: "Write something about marketing." "Write...

2 DaysIntensive
19 TechniquesComplete Coverage
Prompt EngineeringLLMsGenerative AIProductivityAI WorkflowsView Details
What is Generative AI?
Beginner3-4 hoursClear mental model of Generative AI + reference materials

Generative AI — what it actually is, how it works, what it's good at, and where it goes wrong. No hype. No math. Just clarity.

...produced fresh, in the moment, from patterns it absorbed during training. There is no lookup. There is no database of correct answers sitting behind the curtain. Think of it more like a session musician who...

Half DayIntensive
Beginner FriendlyNo math required
Generative AILLMsAI FundamentalsMachine LearningView Details
Architecture Communication & Storytelling
Intermediate to Advanced (SA, EA, TS)5-6 hoursArchitecture communication playbook + executive presentation template + workshop facilitation guide

How to communicate architecture decisions so they are understood, adopted, and acted on — covering audience adaptation, executive communication, architecture papers, diagrams, workshop facilitation, and influence without authority.

...users/external systems Executives, product "What is this system and who uses it?" Container Applications, databases, message brokers Architects, tech leads "What are the major building blocks?" Component Modules,...

1 DayIntensive
CriticalSA · EA · TS
ArchitectureCommunicationStorytellingInfluenceStakeholdersView Details
Investment & Prioritisation
Advanced (EA, TS)5-6 hoursInvestment prioritisation model + business case guide (including TCO and unit economics) + sequencing criteria

How to decide which technology initiatives get funded, in what order, and why — connecting architecture to financial decisions and business outcomes.

...integration" "Decouple services to reduce cross-team blocking — 40% fewer dependencies" "Build a data platform" "Enable real-time analytics that reduce customer churn by 15%" "Migrate to cloud" "Reduce...

1 DayIntensive
StrategicEA · TS
ArchitectureInvestmentPrioritisationBusiness CaseStrategyFinOpsView Details
AI in the Workplace
Beginner to Intermediate3-4 hoursPersonal AI workflow map + role-specific use case library

Applying AI in real work contexts — across roles, tasks, and teams. Move from knowing what AI is to using it every day, without hype, without fear, and without wasting time on the wrong things.

...considerations — the shape of the landscape. It is less reliable for specific facts, recent events, or precise data. Use it to generate the list of things to look into, not as the source of record for what you found. Explain...

Half DayIntensive
Beginner FriendlyNo math required
AI in the WorkplaceGenerative AIProductivityAI FluencyUse CasesAI WorkflowsView Details
AI Tools, Landscape & Platforms
Beginner to Intermediate3-4 hoursPersonal AI tools map + selection framework + team stack recommendation

The AI tools landscape — what the major platforms are, how they actually differ, and how to choose the right one for the right job. Stop chasing every new launch. Start making deliberate choices.

...image/audio/video understanding Meta Llama 4 Open-source flexibility, self-hosted deployment Your org needs full data control or can't send data to a vendor Mistral Efficient performance, EU data residency You're...

Half DayIntensive
Beginner FriendlyNo technical background required
AI ToolsAI PlatformsGenerative AIAI LandscapeLLMsAI FluencyView 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...

2 DaysIntensive
Beginner FriendlyNo math required
LLMsMachine LearningTransformersGenerative AIView 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.

...like: extracting a legacy core behind stable APIs; introducing asynchronous boundaries; removing shared database dependencies; isolating high-risk legacy subsystems. When to use it: scaling limitations; regulatory...

1 DayIntensive
LayersNot cleanup
Execution StabilityRefactoringDelivery PredictabilityStructural RiskView 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.

...and incident response playbooks you can implement immediately. Who Should Attend This workshop is designed for the people who actually build and ship AI systems — not just the people who write policy...

1-2 DaysHands-on
Compliance ReadyGovernance
Responsible AIAI SafetyAI EthicsEU AI ActBias DetectionView Details
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