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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.

...engineering. Quantify the cost of each — "speed now costs us X weeks of rework." Innovation vs stability — business vs operations. Present risk and reward — "innovation has Y% chance of Z impact." Centralisation...

1 DayIntensive
StrategicSA · EA · TS
ArchitectureStakeholder ManagementPoliticsInfluenceConflict ResolutionView Details
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How to understand, measure, prioritise, and reduce technical debt — the accumulated cost of shortcuts, outdated decisions, and deferred maintenance.

...strategies — Modernise, replace, retire, tolerate Once debt is identified and prioritised, you need a strategy for each item. Not all debt should be paid immediately — some should be tolerated, some should...

1 DayIntensive
StrategicSA · EA · TS
ArchitectureTechnical DebtRationalisationModernisationGovernanceView Details
Decision Rights & Delegation
Engineering Managers, Tech Leads, Directors, CTO, VP Engineering3-4 hoursDecision rights map by altitude and domain, with every gap, overlap and delay node named

Decisions made at the wrong altitude are the commonest source of both bottleneck and drift — which makes delegation a design problem, not a trust problem.

...principles, approved cloud providers, mandatory security standards Domain Decisions that govern a bounded business or technology domain Domain platform choices, data ownership rules, integration contracts...

1 DayIntensive
AltitudeWho decides what
Decision RightsDelegationGovernanceDecision VelocityView 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.

...training-serving skew. Domain expertise is critical — the best features come from understanding the business problem, not from the data itself. Try it yourself — Your feature inventory For your AI project,...

1.5 DaysIntensive
Data ReadinessAssessment
Data QualityData GovernanceData ArchitectureFeature EngineeringData PipelinesRAGVector DatabasesGenAI DataAI FluencyView Details
Execution Stability & Structured Refactoring
CTOs, Engineering Directors, Principal Engineers, Engineering Managers3-4 hoursA classified structural risk map — your top friction modules sorted into dicing, slicing and peeling with a governance rule attached

Delivery slows because structural entropy accumulates unmeasured. Classify refactoring into dicing, slicing and peeling to restore predictability.

...load modules; repeated bug patterns; areas that make onboarding difficult; localised code smells. Business impact: faster debugging, lower regression probability, reduced onboarding time. This is low-risk...

1 DayIntensive
LayersNot cleanup
Execution StabilityRefactoringDelivery PredictabilityStructural RiskView Details
Review Forums & Decision Authority
Intermediate (SA, EA, TS)3-4 hoursArchitecture board design guide + review charter template + decision rights matrix

How to design, run, and improve architecture review forums — the structured spaces where decisions are evaluated, challenged, approved, and communicated.

...problems: Inconsistent decisions — teams choose differently for the same problem. Misalignment — decisions contradict strategy. Hidden decisions — nobody knows what was decided. Poor quality — no challenge, no improvement. What...

Half-dayIntensive
PracticalSA · EA · TS
ArchitectureGovernanceReviewDecision MakingAuthorityView 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.

...Your open-source evaluation For your top AI use case. Count each column. The winner is your model strategy. Factor Points to open source Points to closed Cost sensitivity Need for customisation...

Half DayIntensive
Horizon ScanDeliverable
Future of AIAI TrendsMultimodal AIAI RegulationEmerging TechnologyView 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.

...structure this analysis" Collaborator You and AI think together "Challenge my assumptions on this strategy" Partner AI and you build on each other's ideas "Let's explore this problem together" The...

1 DayIntensive
5 SkillsFramework
Human SkillsCritical ThinkingCreativityEmotional IntelligenceAI CollaborationView Details
AI Operating Model & Team Design
Intermediate4-5 hoursAI operating model blueprint + team role map + governance forum design

AI success is not just about tools. It depends on how teams are organised, who owns what, how standards are set, and how delivery, governance, and platform capabilities work together.

...roles Decision rights and ownership Capability pathways and centres of gravity How capability scales across the business Common failure patterns What good coordination actually looks like The operating model in one...

1 DayStrategy
Operating ModelDesign
AI Operating ModelTeam DesignAI GovernanceTransformationPlatform TeamsView Details
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.

...programmes invest in the right things for the wrong reasons — so the metrics they move are not the ones the business cares about. Three patterns account for nearly all of it. They measure satisfaction instead...

1 DayIntensive
ConditionsNot satisfaction
Developer ExperienceDelivery PerformanceFeedback LoopsPlatform EngineeringView Details
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