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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.

...decision gets communicated three different ways. To an executive: "We are consolidating to reduce cost and risk." To engineering: "We are merging three services into one using the strangler fig pattern over six...

1 DayIntensive
MindsetNot just methods
Technical Debt & Rationalisation
Intermediate to Advanced (SA, EA, TS)5-6 hoursTechnical debt taxonomy + rationalisation prioritisation framework + modernisation criteria

How to understand, measure, prioritise, and reduce technical debt — the accumulated cost of shortcuts, outdated decisions, and deferred maintenance.

...is whether you're managing it or ignoring it. Ignored debt compounds — every change becomes slower, riskier, and more expensive until the system becomes legacy, where change isn't just slow but dangerous....

1 DayIntensive
StrategicSA · EA · TS
AI Adoption, Change & Project Delivery
Intermediate5-6 hoursAI adoption playbook + stakeholder engagement plan + delivery framework

Moving AI from exciting pilot to boring-but-valuable production. The people, the process, and the delivery discipline that turns AI potential into daily practice.

...circle. Stakeholder Their primary concern Engagement approach Executive sponsors Business value and risk Regular updates, clear metrics, honest risk briefings Middle management Team impact and workload...

2 DaysIntensive
Adoption PlaybookDeliverable
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.

...platforms, infrastructure, versions, supportability. Debt — known issues, workarounds, end-of-life risks. Constraints — regulatory, contractual, organisational, budget. What to leave out: Internal implementation...

1 dayIntensive
PracticalCanvas exercise
Requirements, Constraints, Trade-offs & Compromise
All levels — SA, EA, TS5-6 hoursTrade-off framework + constraint register template + requirements classification guide

The art of making the best possible architectural decision given what is required, what is constrained, and what must be sacrificed.

...Flexibility vs simplicity — flexible systems are more complex. Innovation vs stability — new technology is risky. The conflict matrix: Speed Quality Security Cost Usability Speed — Tension Tension Aligned Aligned...

1 DayIntensive
PracticeReal decisions
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.

...human responsibility. Decision type Why AI shouldn't decide Human responsibility Hiring decisions Bias risk, fairness concerns Ensure equitable process Medical decisions Life impact, liability Make the call,...

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.

...Governance activity Manual % Automated % Target automated % Compliance checks Standards enforcement Risk monitoring Decision review If manual is over 50%, you're not ready for autonomous systems. Designing...

1 DayIntensive
StrategicEA · TS
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.

...support our business strategy? High Capability gap Does this fill a gap we can't fill otherwise? High Risk What could go wrong? What's the blast radius? High Timing Is this the right time? Too early or too...

1.5 DaysIntensive
StrategicEA · TS
AI Tools, Landscape & Platforms
Beginner to Intermediate3-4 hoursPersonal AI tools map + selection framework + team stack recommendation

The AI tools landscape — what the major platforms are, how they actually differ, and how to choose the right one for the right job. Stop chasing every new launch. Start making deliberate choices.

...the knowledge cutoff (the model answers from your documents, not its training data) and hallucination risk (grounded in retrieved content, not pure generation). It's the most practical enterprise AI pattern...

Half DayIntensive
Beginner FriendlyNo technical background required
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.

...benefit would success create? Feasibility: How realistic is delivery given data, workflow, skills, and risk? Use cases with high value and high feasibility are natural starting points. Low-feasibility ideas...

1 DayWorkshop
Portfolio DesignPractical
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