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The Architecture Review Is Broken. Replace It with Fitness Functions.
The Architecture Review Is Broken. Replace It with Fitness Functions.

The architecture fitness function literature solved code-level governance. It never made the claim that the board itself becomes optional. Here is the missing argument — and the economics that prove the board is the slower and more expensive option.

...their last visit. The construction crew halts work for the inspection. The inspector approves some decisions. Tables others for next time. Misses the decisions that were made and already buried behind...

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.

...500-person technology organisations structured for 2020 — projects, manual operations, centralised decisions — trying to operate AI-native systems. It doesn't work. The future operating model must be...

1 DayIntensive
StrategicEA · TS
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.

...power and the risk. This guide walks through what agents are, how they work, the protocols that are making them interoperable (MCP for connecting to tools, A2A for connecting to each other), and the governance...

2 DaysIntensive
Agent DesignWorkshop
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.

...to verify e.g. Summarising a client contract Yellow Facts matter, need active verification e.g. Making a hiring decision Red Can't afford to be wrong Which zone dominates your week? That tells you...

Half DayIntensive
Beginner FriendlyNo math required
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.

...technology is powerful, why it occasionally lies to you with total confidence, and how to use it without making a fool of yourself. Keep it in mind. What is AI? — Let's start from scratch The word "AI" has...

Half DayIntensive
Beginner FriendlyNo math required
Application & Technology Landscape
All levels — SA, EA, TS4-5 hoursApplication landscape register + technology heat map + dependency matrix

How to build, read, and use the full picture of what an organisation runs — every application, platform, integration, and technology — and how they depend on each other.

...the landscape Reading the landscape Technology heat maps Dependency analysis Using the landscape for decisions Putting it all together Cheat sheet Before we start — the one thing to hold onto Most organisations...

1 dayIntensive
PracticalLandscape exercise
Technology Strategy & Architecture Strategy
Advanced (EA, TS)5-6 hoursTechnology strategy vs architecture strategy distinction map + strategy brief template

How to distinguish technology strategy from architecture strategy, connect both to business strategy, and define a coherent direction for the organisation's technology investments.

...investments). Architecture strategy produces patterns (how systems are structured) and governance (how decisions are made). Both feed implementation — what teams actually build. Technology strategy says...

1.5 DaysIntensive
StrategicEA · TS
How to Think With AI
Beginner to Advanced5-7 hoursPersonal AI Fluency framework + working habits

AI Fluency — the four competencies that separate people who use AI from people who think with it. Delegation, Description, Discernment, Diligence. Master these and everything else follows.

...your work better. You're in uncertain territory. You're working through a complex problem, a strategic decision, a piece of creative work. You don't know exactly what you want yet. The AI doesn't produce...

2 DaysIntensive
4 CompetenciesComplete Framework
Delivery, Implementation & Architecture Runway
Intermediate (SA, EA, TS)4-5 hoursArchitecture runway template + delivery dependency map + agile architecture checklist

How architecture supports delivery instead of blocking it — covering architecture runway, phased implementation, dependency management, keeping teams unblocked, and recovering when architecture goes wrong during delivery.

...architecture and delivery falls into one of four modes: The target: architecture enables delivery. Decisions are made just in time — not too early (wasteful) and not too late (blocking). The runway provides...

1 DayIntensive
PracticalSA · EA · TS
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.

Quick Navigation The implementation gap MLOps — the operational backbone Model serving — making models accessible RAG architecture — grounding AI in your data Infrastructure design Monitoring...

2 DaysIntensive
ArchitectureBlueprint