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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.

...what token should come next? It takes the final representation, runs it through one more mathematical transformation, and produces a score for every token in its vocabulary — all 50,000 of them. Those scores...

2 DaysIntensive

Beginner FriendlyNo math required

LLMs Machine Learning Transformers Generative AI View Details

Application, Integration, API, Interface, Data & Process Design

Intermediate to Advanced (SA, EA)6-8 hoursIntegration design playbook + API design standards + data movement pattern guide

How the components of a solution are structured internally, how they communicate with each other, and how they connect to the data and processes they depend on.

...fewer than four are consistent, your interfaces are creating friction. Data design — Ownership, flow, transformation, and consistency Data is the most coupling-prone part of any system. Get data ownership...

2 DaysIntensive

ComprehensiveSA · EA

Architecture Solution Design Integration API Design Data Design 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.

...Integration Platform — The shared infrastructure for connecting systems — APIs, events, messaging, transformation. Components: API gateway (rate limiting, auth, versioning), Event broker (async, durable,...

1 dayIntensive

PracticalStandards exercise

Architecture Enterprise Context Standards Reference Architecture Governance Consistency View Details

AI Change in Roles, Skills & Workforce Design

All levels4-5 hoursRole redesign canvas + skills pathway + workforce transition map

AI does not only change tools. It changes tasks, handoffs, expectations, and the shape of roles themselves. Learn how work evolves when people and AI collaborate by design.

...succeed? This makes workforce change actionable rather than theatrical. It also makes it fairer. Vague transformation language usually creates anxiety because people cannot see what is expected of them. Concrete...

1 DayTransformation

Role DesignPractical

Workforce Design Role Redesign AI Adoption Skills Human AI Collaboration View Details

AI Use Case Discovery & Prioritization

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.

...in data, workflows, or governance. The mistake is choosing only one. Quick wins alone create shallow transformation. Big bets alone create long delays and fragile executive patience. Portfolio balance Good...

1 DayWorkshop

Portfolio DesignPractical

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

...training addresses one aspect of the AI-native stack. The journey from traditional to AI-native is the transformation addressed in the AI Strategy and AI Adoption trainings. Try it yourself — Your AI-native...

Half DayIntensive

Horizon ScanDeliverable

Future of AI AI Trends Multimodal AI AI Regulation Emerging Technology View Details

Case Study

Reducing Architecture Decision Time by 60%

How a SaaS scale-up introduced ADRs and a decision rights matrix to cut architecture review cycles from weeks to days.

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