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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.

...implementation: in one prompt, ask the model to generate three distinct approaches, evaluate each on feasibility, risk, and impact, then select and develop the strongest one. Self-Consistency — vote on the best answer...

2 DaysIntensive
19 TechniquesComplete Coverage
Prompt EngineeringLLMsGenerative AIProductivityAI WorkflowsView 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.

...Algorithm regulation, deepfake rules Active enforcement India DPDP Act, AI advisory Evolving The EU AI Act risk tiers: Tier Definition Obligation Unacceptable risk Banned Cannot be deployed High risk Allowed...

Half DayIntensive
Horizon ScanDeliverable
Future of AIAI TrendsMultimodal AIAI RegulationEmerging TechnologyView Details
Architecture Governance
Intermediate to Advanced (SA, EA, TS)5-6 hoursGovernance model canvas + architecture principles register + escalation path template

How to design, implement, and measure architecture governance — the mechanisms that ensure decisions are made consistently, applied correctly, and aligned with strategy.

...control. The goal is governance that enables speed by settling common questions once — and catches real risks before they become incidents. Keep it in mind. What governance is — And why "just write principles"...

1 DayIntensive
PracticalSA · EA · TS
ArchitectureGovernancePrinciplesDecision MakingControlView Details
Common Architecture Patterns
Intermediate (SA, EA)5-7 hoursPattern selection guide + pattern comparison matrix + anti-pattern catalogue

Proven, reusable solutions to recurring structural problems — each with known trade-offs that make it suited to some contexts and unsuitable for others.

...people out: a pattern isn't a solution. It's a starting point that you adapt to your context, with known risks you choose to accept. Patterns are collective experience captured as structure — not rules to follow,...

1.5 DaysIntensive
PracticalSA · EA
ArchitectureSolution DesignPatternsMicroservicesEvent DrivenView Details
Multimodal AI
Beginner to Intermediate3-4 hoursMultimodal use case map + modality selection framework

AI is no longer just text in, text out. Learn how modern systems work across language, images, audio, video, and documents — and how to choose the right modality for the job.

...the system can process a modality, it is processing it reliably. That assumption is where operational risk begins. Multimodal failure also has a subtle social effect. When a system handles richer evidence...

Half DayIntensive
Beginner FriendlyNo technical background required
Multimodal AIComputer VisionSpeech AIDocument AIAI FluencyView 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.

...structured data Cannot support AI use cases No governance No access control, no lineage Compliance risk; data breaches Treating AI as a project One-off AI project, no ongoing platform Cannot scale; every...

1.5 DaysIntensive
CurrentSA · EA · TS
ArchitectureData StrategyAIData GovernanceData MeshData ProductsView 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.

...trusted. The practical rule: the more obscure, recent, or specific the claim, the higher the hallucination risk. The more the answer draws on patterns that were common in training data, the more likely it is...

2 DaysIntensive
Beginner FriendlyNo math required
LLMsMachine LearningTransformersGenerative AIView 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.

...would make the model useless — harmless, but not helpful. Giving confident, action-oriented answers risks overstating certainty — helpful, but not fully honest. Every AI system is a calibration between...

Half DayIntensive
Beginner FriendlyNo math required
Generative AILLMsAI FundamentalsMachine LearningView 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.

...compliance checkbox. I've sat in rooms with legal teams who believed that once they'd filled out an AI risk assessment, the job was done. And I've sat with engineering teams who built brilliant models that...

1-2 DaysHands-on
Compliance ReadyGovernance
Responsible AIAI SafetyAI EthicsEU AI ActBias DetectionView Details
AI Operating Model Workshop
CTO, CIO, VP Engineering, Enterprise Architects, AI LeadersAI ownership model, governance framework, capability map, 90-day activation plan

Stop running AI experiments in isolation. Build the ownership structure, governance model, and decision rights that turn scattered AI pilots into an organisation-wide capability.

...week of duplicated effort, inconsistent standards, and AI initiatives that deliver locally and create risk globally. You'll leave with an ownership model, a governance framework with clear decision rights,...

1 DayIntensive
Clear OwnershipAI at Scale
AI StrategyAI GovernanceOperating ModelOrganisational DesignView Details
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