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AI Implementation & Technical Architecture
Intermediate to Advanced5-7 hoursAI architecture blueprint + MLOps framework + deployment playbook

Turning AI prototypes into reliable, scalable production systems. MLOps, model serving, RAG architecture, monitoring, and the engineering discipline that most AI projects are missing.

...gap MLOps — the operational backbone Model serving — making models accessible RAG architecture — grounding AI in your data Infrastructure design Monitoring — watching for silent degradation Scaling The production...

2 DaysIntensive
ArchitectureBlueprint
AI & Agentic Systems Strategy Workshop
CIO, CTO, Chief AI Officer, VP EngineeringAI operating model, governance policy, compliance roadmap, 90-day action plan

Develop a clear, governed AI and agentic systems strategy that delivers business value while managing risk, cost, and compliance.

Before we start — the one thing to hold onto Most organisations don't have an AI problem. They have a strategy problem. I've sat in boardrooms where the CEO wants AI everywhere, the...

2 DaysStrategic
Operating ModelGovernance Framework
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.

Quick Navigation The cost of getting it wrong AI vision — where is AI taking you? Operating model — how to organise for AI Maturity assessment — where...

2 DaysIntensive
Strategy + RoadmapDeliverable
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.

Quick Navigation Start here — What even is AI? What makes Generative AI different? How does it actually work? How did it learn all this? Why does...

Half DayIntensive
Beginner FriendlyNo math required
AI Adoption, Change & Project Delivery
Intermediate5-6 hoursAI adoption playbook + stakeholder engagement plan + delivery framework

Moving AI from exciting pilot to boring-but-valuable production. The people, the process, and the delivery discipline that turns AI potential into daily practice.

Quick Navigation The adoption problem nobody talks about Why adoption fails — the five blockers Stakeholder engagement — who needs to be involved Change management — the human...

2 DaysIntensive
Adoption PlaybookDeliverable
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.

Before we start — the one thing to hold onto Most organisations think they have an AI adoption problem. They don't. They have an ownership problem. I've sat with leadership teams who had...

1 DayIntensive
Clear OwnershipAI at Scale
Human Skills in an AI World
All levels4-5 hoursPersonal skills assessment + development plan + human-AI collaboration playbook

The skills that become more valuable, not less, as AI handles routine work. Critical thinking, creativity, emotional intelligence, ethical judgment, adaptability, and the art of working with AI as a collaborator.

Quick Navigation The AI paradox Critical thinking — evaluating what AI produces Creativity — framing problems AI can't see Emotional...

1 DayIntensive
5 SkillsFramework
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.

...here — Why the future operating model must be designed How technology organisations are changing The AI-augmented technology function Platform-based operating models The evolving role of architecture Skills...

1 DayIntensive
StrategicEA · TS
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.

...Leadership Second. Then Implementation. 📖 Quick Navigation What is Technology Leadership in the AI Era? TL;DR - 30 Second Summary Full Table of Contents Start Learning What is Technology Leadership? Technology...

2 DaysWorkshop
FoundationFor all leadership roles
ADR Templates: 5 Variations for Different Contexts + Governance Automation
ADR Templates: 5 Variations for Different Contexts + Governance Automation

One ADR template does not fit every architectural context. Five purpose-built variations — for standard decisions, agentic AI, cross-domain impact, fast delivery, and high-risk reversals — plus governance automation to make the system run without manual follow-up.

...apply. Routine decisions get skipped entirely because the template feels like too much overhead. AI agent decisions do not get recorded at all because nobody built a template for them. And the architecture...