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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.

...Every additional word is closing a gap that the first prompt left open — the format, the length, the platform, the audience, the topic, the angle. Each gap you close is a gap the model no longer has to...

2 DaysIntensive
19 TechniquesComplete Coverage
Prompt EngineeringLLMsGenerative AIProductivityAI WorkflowsView 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.

...same decision independently, neither knowing the other was deciding. A domain team selects a messaging platform; an enterprise architecture team has already standardised on a different one. Both decisions...

1 DayIntensive
AltitudeWho decides what
Decision RightsDelegationGovernanceDecision VelocityView 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.

...Volume GB-TB TB-PB Quality "Good enough for reports" "Good enough for decisions" The AI data platform architecture has layers: Ingestion — batch + streaming + document ingestion. Storage — data...

1.5 DaysIntensive
CurrentSA · EA · TS
ArchitectureData StrategyAIData GovernanceData MeshData ProductsView Details
Review Forums & Decision Authority
Intermediate (SA, EA, TS)3-4 hoursArchitecture board design guide + review charter template + decision rights matrix

How to design, run, and improve architecture review forums — the structured spaces where decisions are evaluated, challenged, approved, and communicated.

...Decision-maker or architect. Consulted — provides input before the decision. Domain architects, security, platform team. Informed — notified after the decision. Affected teams, stakeholders. Board size rules:...

Half-dayIntensive
PracticalSA · EA · TS
ArchitectureGovernanceReviewDecision MakingAuthorityView Details
Roadmaps & Transformation Sequencing
Intermediate to Advanced (SA, EA, TS)5-7 hoursRoadmap template + transition state design guide + sequencing logic + dependency overlay

How to build multi-year transformation roadmaps that sequence architectural change realistically — accounting for dependencies, capacity, risk, and the fact that the organisation must continue operating while it transforms.

...order. Five principles drive defensible sequencing: Dependencies first — what must exist before what. Platform before services. Foundations before features — shared capabilities before specific capabilities....

1.5 DaysIntensive
StrategicSA · EA · TS
ArchitectureRoadmapTransformationSequencingStrategyDeliveryView Details
Standards & Reference Architectures
Intermediate (SA, EA)4-5 hoursReference architecture library starter + standards register + architecture principles catalogue

How to create, govern, and operationalise architecture standards and reference architectures — the agreed patterns and structures that create consistency, reduce duplication, and accelerate delivery at scale.

...Reusable structural templates for common problems Teams facing common problems — "build an integration platform," "set up a cloud landing zone," "design a data platform" — shouldn't start from scratch every...

1 dayIntensive
PracticalStandards exercise
ArchitectureEnterprise ContextStandardsReference ArchitectureGovernanceConsistencyView Details
Technical Debt & Rationalisation
Intermediate to Advanced (SA, EA, TS)5-6 hoursTechnical debt taxonomy + rationalisation prioritisation framework + modernisation criteria

How to understand, measure, prioritise, and reduce technical debt — the accumulated cost of shortcuts, outdated decisions, and deferred maintenance.

...11 — EOL Dec 2024 All Java services Medium — security patches stop Fixed — deadline approaching High Platform team TD-003 Deliberate No caching on product search Product Service Low — acceptable for current...

1 DayIntensive
StrategicSA · EA · TS
ArchitectureTechnical DebtRationalisationModernisationGovernanceView 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.

...transform because everyone now associates AI with failure. With strategy, AI investments compound. Shared platforms reduce cost. Shared governance reduces risk. Shared language accelerates adoption. AI strategy...

2 DaysIntensive
Strategy + RoadmapDeliverable
AI StrategyBusiness TransformationOperating ModelAI MaturityValue RealizationView Details
Data and AI
Intermediate4-6 hoursData readiness assessment + governance framework + pipeline blueprint

The data foundations that make AI work. Data quality, governance, architecture, pipelines, and the GenAI shift from training to retrieval. Most AI failures are data failures — learn the patterns and prevent them.

...And most organisational data is not AI-ready. Organisations often invest millions in AI models and platforms while neglecting the data that feeds them. They build sophisticated systems on top of messy,...

1.5 DaysIntensive
Data ReadinessAssessment
Data QualityData GovernanceData ArchitectureFeature EngineeringData PipelinesRAGVector DatabasesGenAI DataAI FluencyView 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.

...straightforward but time-consuming — or is there genuine complexity here that needs to be worked through? Platform awareness is about knowing what the AI tools available to you can and cannot do. Not all AI...

2 DaysIntensive
4 CompetenciesComplete Framework
AI FluencyGenerative AIProductivityAI WorkflowsResponsible AIView Details
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