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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.

...right skills. AI automates tasks, not jobs. And the tasks it automates are the routine, repeatable, data-intensive ones. What remains — and what becomes more valuable — are the tasks that require human...

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.

Quick Navigation Start here — Why the future operating model must be designed How technology organisations are changing The AI-augmented technology function Platform-based...

1 DayIntensive
StrategicEA · TS
Roadmaps & Transformation Sequencing
Intermediate to Advanced (SA, EA, TS)5-7 hoursRoadmap template + transition state design guide + sequencing logic + dependency overlay

How to build multi-year transformation roadmaps that sequence architectural change realistically — accounting for dependencies, capacity, risk, and the fact that the organisation must continue operating while it transforms.

...architectures — each one coherent, each one operable, each one closer to the goal. Transition states are designed, not discovered. Designing a transition state means answering four questions: Coherent — is...

1.5 DaysIntensive
StrategicSA · EA · TS
AI Measurement & ROI
Intermediate to Senior Leaders3-4 hoursAI measurement framework + ROI model + leadership dashboard template

Proving AI's value — defining success before you start, attributing outcomes correctly, and reporting to leadership in a way they trust. The discipline of answering the question every executive asks: is this worth it?

...measurement is hard The AI value chain Calculating ROI Attribution — proving AI caused the outcome Metrics design Reporting to leadership The measurement framework in one diagram Cheat sheet The measurement...

1 DayIntensive
ROI FrameworkDeliverable
How Architects Think
All levels — SA, EA, TS5-6 hoursSystems thinking toolkit + abstraction ladder + decision heuristics reference card

The cognitive toolkit of architecture — systems thinking, abstraction, balancing business and technical concerns, deciding under uncertainty, and trade-off thinking. Builds the mindset, not just the knowledge.

...most consequential decisions an architect makes. Here's a concrete example. Adding a cache reduces database load — that's the component. But the cache invalidation bug that appears three weeks later?...

1 DayIntensive
MindsetNot just methods
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.

...updates. Why this works so well: both the input and output formats exist abundantly in the training data. The model has seen this kind of conversion thousands of times and can do it reliably. There's also...

Half DayIntensive
Beginner FriendlyNo math required
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.

...customers experience differently? The value drivers What decisions will we make differently? The data and AI priorities The vision architecture has four layers: business vision (what does the business...

2 DaysIntensive
Strategy + RoadmapDeliverable
Developer Experience as a Control System
CTOs, Engineering Leads, Platform Engineering Teams, Engineering Managers3-4 hoursA delivery friction map across four sprints, one named constraint pillar, and a traced DX-to-delivery signal

DevEx is not a perk — it is the set of operating conditions that governs how fast and how safely change moves through your delivery system.

...one move. Try it yourself — The category test Question Your answer Which report does your DevEx data appear in, and who chairs that meeting? How often is it reviewed, compared with how often delivery...

1 DayIntensive
ConditionsNot satisfaction
Stakeholder Management & Politics
Intermediate to Advanced (SA, EA, TS)5-6 hoursStakeholder map template + conflict resolution framework + executive alignment guide

How to navigate organisational dynamics, manage conflicting priorities, resolve decision deadlocks, and build executive alignment — because the best architecture recommendation fails without stakeholder alignment.

...ignored. Every architecture decision exists within two systems — the technical system (what's the right design?) and the human system (who wants what, who decides, who's affected?). Architects must navigate...

1 DayIntensive
StrategicSA · EA · TS
Build / Buy / Partner / Participate — Ecosystem Strategy
Intermediate to Advanced (SA, EA, TS)5-6 hoursBuild/buy/partner/participate decision framework + vendor and ecosystem evaluation scorecard + exit and switching cost analysis template

How to decide what to build, what to buy, what to access through partners, and what to participate in through ecosystems — covering differentiation vs commodity analysis, vendor evaluation, total cost of ownership, interoperability velocity, exit strategy, and lock-in risk.

...you own or purchase. It's about how you participate in ecosystems. Federated AI marketplaces, shared data meshes, and open standards bodies mean organisations must evaluate not only vendor relationships...

1 DayIntensive
StrategicSA · EA · TS
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