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Beginner to Intermediate4-5 hoursAI use case portfolio + prioritisation matrix + pilot shortlist

The hardest AI question is often not how to build, but what to build first. Learn how to find real use cases, assess fit, sequence experiments, and avoid expensive distractions.

Quick Navigation Before we start — why good AI ideas are rare Why most idea lists fail What makes a strong AI use case The task-fit test The prioritisation...

1 DayWorkshop

Portfolio DesignPractical

AI Use Cases Prioritization AI Strategy Portfolio Management Value Realization View Details

Data and AI

Intermediate4-6 hoursData readiness assessment + governance framework + pipeline blueprint

The data foundations that make AI work. Data quality, governance, architecture, pipelines, and the GenAI shift from training to retrieval. Most AI failures are data failures — learn the patterns and prevent them.

Quick Navigation The data problem AI exposes Data quality — the six dimensions Data governance — who owns and protects it Data architecture...

1.5 DaysIntensive

Data ReadinessAssessment

Data Quality Data Governance Data Architecture Feature Engineering Data Pipelines RAG Vector Databases GenAI Data AI Fluency View Details

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

Human Skills Critical Thinking Creativity Emotional Intelligence AI Collaboration View Details

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.

...Decision Record Stack (CDRS) matched to decision type, plus automation that removes the manual burden of governance follow-up Time to implement: 30–60 days Business impact: Complete decision history, zero...

Enterprise Architecture Architecture Decision Records Governance Ai Governance Documentation Read Insight

Technology Leadership vs Technology Governance: Why Confusing the Two Creates Structural Instability

A structured executive guide explaining the difference between Technology Leadership and Technology Governance, and why confusing the two creates instability in enterprise execution.

...control-driven governance Key outcome: Clear structural separation between direction-setting and constraint-enforcing mechanisms Time to implement clarity: 30–60 days Business impact: Reduced political friction,...

Technology Strategy Leadership Governance Operating Model Execution Technology Leadership Fractional Leadership Read Insight

Current State & Target State Architecture

All levels — SA, EA, TS4-5 hoursAs-is / to-be architecture canvas + transition state design + maturity scale + AI readiness assessment

How to document what exists today, define what must exist tomorrow, and design the transition states that get you there — the discipline of architecture that connects present reality to future goals.

...matters Documenting current state Defining target state Transition states Maturity levels Gap analysis AI readiness Keeping it current Putting it all together Cheat sheet Before we start — the one thing to...

1 dayIntensive

PracticalCanvas exercise

Architecture Enterprise Context Current State Target State Transformation Gap Analysis View Details

Organizational Leadership & Distributed Decision Rights Workshop

Engineering Managers, Tech Leads, Directors, C-level Technology LeadersDecision rights matrix, distributed leadership playbook, OKR implementation

Build leadership capabilities for distributed, AI-augmented organizations with clear decision rights and effective team management.

...they had no authority to influence. And directors who couldn't make a decision without three levels of approval. Leadership isn't about having all the answers. It's about making sure the right people have...

2 DaysLeadership

Clear OwnershipAccountability

Leadership Decision Rights Distributed Teams Organisational Design OKR View 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.

...chooses a word Step 7 — The Loop: how it builds a full response Extension — RAG: how it looks things up Training: how it learned all this Hallucination: why it sometimes lies confidently The whole picture Cheat...

2 DaysIntensive

Beginner FriendlyNo math required

LLMs Machine Learning Transformers Generative AI View Details

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.

Quick Navigation Start here — The distinction The long tail of technology choices Connecting to business strategy Defining an architecture strategy Technology...

1.5 DaysIntensive

StrategicEA · TS

Architecture Technology Strategy Business Strategy Direction Enterprise Context View Details

Standards & Reference Architectures

Intermediate (SA, EA)4-5 hoursReference architecture library starter + standards register + architecture principles catalogue

How to create, govern, and operationalise architecture standards and reference architectures — the agreed patterns and structures that create consistency, reduce duplication, and accelerate delivery at scale.

Quick Navigation Start here — What standards are Types of standards What reference architectures are Creating standards that get adopted Governing standards Reference...

1 dayIntensive

PracticalStandards exercise

Architecture Enterprise Context Standards Reference Architecture Governance Consistency View Details

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