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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.

...Documenting trade-offs in ADRs means future teams understand what was sacrificed and why. Trade-off analysis is what separates architecture from technology selection. Trade-offs aren't failures of design....

1 DayIntensive
PracticeReal decisions
ArchitectureFoundationsRequirementsTrade OffsDecision MakingView Details
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.

...you arrive. Task What to watch for Research on a topic Verify all facts and citations independently Analysis of customer feedback Check themes against the original data Draft legal or policy documents...

Half DayIntensive
Beginner FriendlyNo math required
Generative AIAI CapabilitiesAI LimitationsHallucinationUse CasesAI FluencyView Details
Architecture Communication & Storytelling
Intermediate to Advanced (SA, EA, TS)5-6 hoursArchitecture communication playbook + executive presentation template + workshop facilitation guide

How to communicate architecture decisions so they are understood, adopted, and acted on — covering audience adaptation, executive communication, architecture papers, diagrams, workshop facilitation, and influence without authority.

...level (1-5) How to improve Credibility Relationships Evidence Pre-alignment Any pillar below 3 is a gap. Fix the lowest one first. Putting it all together Here's the complete picture in one diagram. This...

1 DayIntensive
CriticalSA · EA · TS
ArchitectureCommunicationStorytellingInfluenceStakeholdersView Details
Common Architecture Patterns
Intermediate (SA, EA)5-7 hoursPattern selection guide + pattern comparison matrix + anti-pattern catalogue

Proven, reusable solutions to recurring structural problems — each with known trade-offs that make it suited to some contexts and unsuitable for others.

...microservices because it was trending and spent eighteen months fighting distributed systems complexity. The gap at the start is usually not about understanding the patterns — it's about matching pattern trade-offs...

1.5 DaysIntensive
PracticalSA · EA
ArchitectureSolution DesignPatternsMicroservicesEvent DrivenView Details
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.

...design, communication, governance, and ethics — the skills AI can't replace. Try it yourself — The skills gap Rate your team's current skills: Skill Current level (1-5) Target level Gap action AI literacy Systems...

1 DayIntensive
StrategicEA · TS
ArchitectureOperating ModelAIFuture of WorkStrategyPlatformView Details
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.

...run this session with architects who produced technically excellent designs that teams ignored. The gap at the start is usually not about technical depth — it's about thinking in the wrong frame. They're...

1 DayIntensive
MindsetNot just methods
ArchitectureFoundationsSystems ThinkingDecision MakingView Details
Technology, Infrastructure, Cloud & Security Design
Intermediate to Advanced (SA, EA)6-8 hoursInfrastructure decision framework + cloud pattern reference + security controls map

Where abstract architecture meets physical reality — choosing the platforms, compute, networking, and security controls that make the solution work at scale.

...stands on. Try it yourself — The infrastructure check For your current solution: Pillar Current state Gap Compute Storage Networking Environments If environments aren't isolated or automated, you have a...

2 DaysIntensive
PracticalSA · EA
ArchitectureSolution DesignCloudInfrastructureSecurityFinOpsView Details
Responsible AI Implementation Workshop
AI/ML Engineers, Data Scientists, Product Managers, Compliance OfficersResponsible AI implementation guide, safety guardrail templates, compliance checklist

Implement responsible AI practices including safety guardrails, alignment mechanisms, bias detection, and regulatory compliance.

...procedures Bias detection and fairness evaluation methodologies EU AI Act compliance assessment and gap analysis Transparency and explainability implementation (XAI) plan Monitoring, auditing, and continuous...

1-2 DaysHands-on
Compliance ReadyGovernance
Responsible AIAI SafetyAI EthicsEU AI ActBias DetectionView Details
AI & Agentic Systems Strategy Workshop
CIO, CTO, Chief AI Officer, VP EngineeringAI operating model, governance policy, compliance roadmap, 90-day action plan

Develop a clear, governed AI and agentic systems strategy that delivers business value while managing risk, cost, and compliance.

...maturity assessment & operating model design Afternoon (3 hours): Use case prioritisation & capability gap analysis Day 2: Morning (3 hours): AI governance, safety, and compliance Afternoon (3 hours): Cost...

2 DaysStrategic
Operating ModelGovernance Framework
AI StrategyAgentic SystemsAI GovernanceResponsible AIView Details
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