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AI Procurement, Vendor Evaluation & Tool Selection
Beginner to Intermediate3-4 hoursVendor evaluation scorecard + tool selection checklist + risk review template

Choosing AI tools is not a beauty contest. Learn how to evaluate vendors, compare capabilities, assess risk, avoid lock-in, and buy systems that your organisation can actually govern and adopt.

...be left behind. Internal stakeholders bring different priorities: security wants control, delivery teams want speed, finance wants clarity, and end users want the tool that feels easiest. In that environment,...

Half DayDecision Focused
Vendor SelectionPractical
AI ProcurementVendor EvaluationTool SelectionPlatform StrategyAI GovernanceView Details
How Architects Think
All levels — SA, EA, TS5-6 hoursSystems thinking toolkit + abstraction ladder + decision heuristics reference card

The cognitive toolkit of architecture — systems thinking, abstraction, balancing business and technical concerns, deciding under uncertainty, and trade-off thinking. Builds the mindset, not just the knowledge.

...single right answer. Try it yourself — The perspective shift Think of a recent technical decision your team made. Now answer it from three perspectives: Perspective Question Your answer Developer "How do...

1 DayIntensive
MindsetNot just methods
ArchitectureFoundationsSystems ThinkingDecision MakingView Details
AI Capabilities, Limitations & Use Cases
Beginner to Intermediate3-4 hoursTask-to-AI fit judgment + reference materials

What AI is genuinely good at, where it will let you down, and how to match the right task to the right tool. The judgment you need before you touch a prompt.

...specific: not "give me ideas for my product" but "give me fifteen names for a B2B SaaS tool that helps HR teams with onboarding, targeting mid-size tech companies, with a tone that's professional but not corporate."...

Half DayIntensive
Beginner FriendlyNo math required
Generative AIAI CapabilitiesAI LimitationsHallucinationUse CasesAI FluencyView 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.

...pilot projects end up with pockets of value, duplicated effort, and no compounding advantage. Every team picks its own tools. Pilots never connect to business goals. Governance is ad hoc or absent. Talent...

2 DaysIntensive
Strategy + RoadmapDeliverable
AI StrategyBusiness TransformationOperating ModelAI MaturityValue RealizationView Details
AI Risk Patterns & Failure Modes
Beginner to Intermediate4-5 hoursAI risk pattern map + mitigation checklist + failure review template

Most AI failures are predictable. Learn the recurring patterns behind hallucinations, automation bias, data leakage, brittle workflows, hidden costs, and false confidence before they become expensive.

...risk and workflow brittleness Failure chains and compounding error Risk signals to watch early How to design mitigation into the work Learning from incidents without panic The failure map in one diagram Cheat...

1 DayPractical
Risk AwarenessOperational
AI RiskFailure ModesHallucinationsAutomation BiasAI GovernanceView Details
AI Policy, Security & Organisational Controls
Beginner to Intermediate4-5 hoursAI policy checklist + security controls map + incident response starter template

Building and enforcing AI policy — the practical mechanisms that turn ethical principles into enforceable organisational rules. Data security, access controls, audit trails, and incident response.

...name the approved AI tools without looking it up? If no: policy not communicated Has anyone on your team pasted sensitive data into a free AI tool? If yes: no access controls Can anyone list the active...

1 DayIntensive
Beginner FriendlyNo legal background required
AI PolicyAI SecurityOrganisational ControlsAI GovernanceData SecurityComplianceAI FluencyView Details
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.

...maps that were just org charts in disguise — "Salesforce management" listed as a capability, "the KYC team" listed as a capability. Those aren't capabilities. They're temporary structures. A business capability...

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.

...your role, context, and constraints in every prompt is inefficient. It's also inconsistent — different team members will write those parts differently, producing different outputs from the same underlying...

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.

...through fine-tuning and human feedback. Try it yourself — Your own three stages Think about how your team or organisation would "train" an AI to work the way you work. What would each stage look like? Stage...

Half DayIntensive
Beginner FriendlyNo math required
Generative AILLMsAI FundamentalsMachine LearningView Details
Future of AI
Intermediate to Senior Leaders3-4 hoursAI horizon scan + strategic implications analysis + preparation roadmap

What's coming in AI — multimodal models, on-device AI, open-source momentum, protocols, regulation, and the shift to AI-native organisations. See around the corner without falling for hype.

...Document analysis, visual QA Image generation Production (DALL-E, Midjourney, Stable Diffusion) Creative, design, prototyping Audio understanding Production (Whisper, Gemini) Transcription, voice commands Audio...

Half DayIntensive
Horizon ScanDeliverable
Future of AIAI TrendsMultimodal AIAI RegulationEmerging TechnologyView Details
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