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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
Enterprise Architecture & Technology Strategy Workshop
CTO, CIO, Enterprise ArchitectsEnterprise architecture governance model, technology roadmap, ADR framework

Align business strategy with enterprise architecture and technology roadmaps, establishing governance frameworks that reduce execution risk.

...list of platforms. It's the bridge between what leadership wants and what engineering delivers — with architecture as the translation layer. That one idea changes everything. It turns technology roadmaps...

1-2 DaysFacilitated
Clear Roadmap90-Day Plan
AI Knowledge Systems — RAG, Search, Memory & Internal Knowledge
Intermediate4-5 hoursKnowledge system map + RAG decision framework + memory design checklist

Many useful AI systems are not smarter because the model is smarter. They are smarter because the system can retrieve, search, remember, and ground itself in the right knowledge at the right time.

...memory, and grounding When to use RAG Internal knowledge design Chunking, freshness, and authority Failure patterns in knowledge systems Design principles that actually help When not to build a knowledge...

1 DaySystems Thinking
Knowledge DesignPractical
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.

Executive Summary Who this is for: Enterprise Architects, Solution Architects, Architecture Leads, Engineering Managers Problem it solves: A single ADR template applied to every decision...

Nobody Uses ADRs as an Agentic Decision Log. They Should.
Nobody Uses ADRs as an Agentic Decision Log. They Should.

Why Architectural Decision Records are the only structure most organizations already have that can govern AI agent accountability — and how to extend them into an Agentic Decision Log before the EU AI Act deadline.

Executive Summary Who this is for: Enterprise Architects, CTOs, Solution Architects, Architecture Governance Teams Problem it solves: Organizations deploying AI agents have no structural...

Investment & Prioritisation
Advanced (EA, TS)5-6 hoursInvestment prioritisation model + business case guide (including TCO and unit economics) + sequencing criteria

How to decide which technology initiatives get funded, in what order, and why — connecting architecture to financial decisions and business outcomes.

Quick Navigation Start here — Why prioritisation is an architecture concern Building a business case Value and risk Portfolio prioritisation frameworks Sequencing Architecture's...

1 DayIntensive
StrategicEA · TS
Architecture Decision & Technical Clarity Workshop
Enterprise & Solution Architects, Principal EngineersADR/ADL templates, decision backlog, prioritisation framework

Eliminate architectural ambiguity and technical decision bottlenecks through clear decision frameworks and accountability patterns.

...debating technology choices — and zero records of what was actually decided, why, and by whom. An architecture decision isn't a conversation. It's a record — who decided what, when, why, and what alternatives...

1 DayIntensive
Clear DecisionsActionable Framework