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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.

Quick Navigation Foundation techniques — these apply to almost every prompt you write Clarity — say exactly what you want Role — give the model a persona Context — feed it...

2 DaysIntensive
19 TechniquesComplete Coverage
Prompt EngineeringLLMsGenerative AIProductivityAI WorkflowsView 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.

...quickly answer: does AI fit here, and how much should I trust what it gives me? That judgment — not prompting skill, not technical knowledge — is what separates people who use AI well from people who've...

Half DayIntensive
Beginner FriendlyNo math required
Generative AIAI CapabilitiesAI LimitationsHallucinationUse CasesAI FluencyView Details
Technology Leadership & Organizational Excellence
Intermediate to AdvancedLeadership roadmap and team enablement plan

Learn to lead high-performance engineering organizations with clear decision rights, distributed leadership, and AI-augmented team management for the future of work.

...Contents Start Learning What is Technology Leadership? Technology Leadership = The practice of guiding engineering organizations through AI transformation, distributed team management, and organizational...

2 DaysWorkshop
Coming Soon
LeadershipOrganizational DesignDecision RightsAI Augmented TeamsView 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.

...that tells you something about where AI still needs your judgment. This is why longer, more complex prompts sometimes get better results — they give the model more context to work with at each layer. Step...

2 DaysIntensive
Beginner FriendlyNo math required
LLMsMachine LearningTransformersGenerative AIView Details
The AI Evolution Stack: How AI Systems Mature from Simple Models to Governed Platforms
The AI Evolution Stack: How AI Systems Mature from Simple Models to Governed Platforms

A structured guide explaining how AI systems evolve from simple model usage to governed platforms, and how to scale complexity without losing architectural control.

...adds capability and risk. Basic AI (Direct Model) Structure: User → LLM → Response Characteristics: - Prompt in - Response out - No enterprise memory - No system integration - No action capability Risk Level:...

Technology StrategyAi GovernanceEnterprise AiExecutionOperating ModelAiAi StrategyRead Insight
AI Agents and Automation
Intermediate to Advanced6-8 hoursAgent use case map + architecture blueprint + governance framework

AI agents — what they are, how they work, the protocols shaping them (MCP, A2A), and the governance you need before you let one act on your behalf. The bridge between AI that talks and AI that does.

...the foundation pattern — most agent frameworks build on it. Chain-of-Thought connects directly to the prompt engineering techniques covered elsewhere. Tree-of-Thought enables genuine augmentation — AI as...

2 DaysIntensive
Agent DesignWorkshop
AI AgentsAgentic AIMCPA2AMulti Agent SystemsAI OrchestrationView 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.

Quick Navigation The enforcement gap Anatomy of an AI policy Data security Prompt injection and adversarial risk Access controls Audit trails and logging Incident response Compliance...

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

...how. Almost every AI workplace use case falls into one of five modes. Knowing these changes how you prompt — because instead of "help me with this report," you know exactly what you're asking for. Mode...

Half DayIntensive
Beginner FriendlyNo math required
AI in the WorkplaceGenerative AIProductivityAI FluencyUse CasesAI WorkflowsView Details
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.

...experiments without standards. Governance shows up late. Procurement buys tools in silos. Data teams, engineering teams, and business teams all touch the same workflow with different incentives and no shared...

1 DayStrategy
Operating ModelDesign
AI Operating ModelTeam DesignAI GovernanceTransformationPlatform TeamsView 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.

...juniors, fewer seniors More seniors, fewer juniors (higher judgement) New roles None AI operations, prompt engineering, agent governance Learning Learn by doing routine work Learn by reviewing AI output,...

1 DayIntensive
StrategicEA · TS
ArchitectureOperating ModelAIFuture of WorkStrategyPlatformView Details