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Architecture Governance
Intermediate to Advanced (SA, EA, TS)5-6 hoursGovernance model canvas + architecture principles register + escalation path template

How to design, implement, and measure architecture governance — the mechanisms that ensure decisions are made consistently, applied correctly, and aligned with strategy.

...database." "The architecture board meets but nothing changes." "Teams ship whatever they want — there's no review." "We keep finding out about decisions after they're made." Governance covers four concerns....

1 DayIntensive
PracticalSA · EA · TS
ArchitectureGovernancePrinciplesDecision MakingControlView Details
Capability Mapping & Business Outcomes
All levels — SA, EA, TS4-5 hoursBusiness capability map template + capability-to-outcome linkage model

How to build business capability maps, connect them to technology, and link capabilities to strategic outcomes — the bridge between business strategy and technical architecture.

..."The 7-step onboarding workflow" "The KYC team" "Salesforce" Risk Assessment "The quarterly risk review" "The risk department" "The risk engine" Order Fulfilment "Pick, pack, ship" "Warehouse operations"...

1.5 daysIntensive
PracticalMap-building exercise
ArchitectureCapability MappingBusiness StrategyEnterprise ContextBusiness OutcomesView Details
AI in the Workplace
Beginner to Intermediate3-4 hoursPersonal AI workflow map + role-specific use case library

Applying AI in real work contexts — across roles, tasks, and teams. Move from knowing what AI is to using it every day, without hype, without fear, and without wasting time on the wrong things.

...do good work — vague requests produce vague results. And their work should never go out without your review. The colleague model sets the right defaults. Use AI actively. Give it real tasks. But never...

Half DayIntensive
Beginner FriendlyNo math required
AI in the WorkplaceGenerative AIProductivityAI FluencyUse CasesAI WorkflowsView 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.

...the platform? Who helps functions redesign workflows? Who decides what gets scaled? Who handles risk review? Who trains teams? Who measures value? If those questions are unresolved, the organisation will...

1 DayStrategy
Operating ModelDesign
AI Operating ModelTeam DesignAI GovernanceTransformationPlatform TeamsView 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.

...development. Design debt — wrong abstractions, tight coupling, god classes. Detected by architecture review, coupling analysis. High cost — limits change. Architecture debt — wrong boundaries, shared databases,...

1 DayIntensive
StrategicSA · EA · TS
ArchitectureTechnical DebtRationalisationModernisationGovernanceView Details
AI Policy, Security & Organisational Controls
Beginner to Intermediate4-5 hoursAI policy checklist + security controls map + incident response starter template

Building and enforcing AI policy — the practical mechanisms that turn ethical principles into enforceable organisational rules. Data security, access controls, audit trails, and incident response.

...each tool: name and version, approved data tier, approved use cases, enterprise agreement status, and review date. AI tools and their terms change frequently. The policy must include a version number and...

1 DayIntensive
Beginner FriendlyNo legal background required
AI PolicyAI SecurityOrganisational ControlsAI GovernanceData SecurityComplianceAI FluencyView Details
AI Risk Patterns & Failure Modes
Beginner to Intermediate4-5 hoursAI risk pattern map + mitigation checklist + failure review template

Most AI failures are predictable. Learn the recurring patterns behind hallucinations, automation bias, data leakage, brittle workflows, hidden costs, and false confidence before they become expensive.

...organisations: people trust fluent output too quickly, teams automate tasks without designing proper review, weak source data gets dressed up in impressive interfaces, and governance arrives after the workflow...

1 DayPractical
Risk AwarenessOperational
AI RiskFailure ModesHallucinationsAutomation BiasAI GovernanceView Details
Responsible AI — Ethics, Risk & Governance
Beginner to Intermediate4-5 hoursAI risk map + personal responsibility checklist + governance starter framework

Using AI responsibly — covering ethics, bias, hallucination risk, data privacy, accountability, and organisational governance. The judgment to use AI fairly, safely, and in a way you can defend.

...— often from the same demographic groups — every day, across every application, at a scale no human reviewer could replicate. By the time someone notices the pattern, thousands of decisions have already...

1 DayIntensive
Beginner FriendlyNo legal background required
Responsible AIAI EthicsAI RiskAI GovernanceBiasData PrivacyAI FluencyView Details
Delivery Metrics That Mean Something
Engineering Managers, Tech Leads, VP Engineering, CTOs3-4 hoursA delivery scorecard — four DORA signals plus a five-dimension maturity baseline with one named bottleneck

How to replace delivery dashboards that measure activity with signals that tell you which dimension is actually holding delivery back — and what to fix first.

...business objective? When did governance last operate continuously, rather than waiting for the next review meeting? If the answers required guessing, you do not have a score. You have a feeling. Why...

1 DayIntensive
EvidenceNot feeling
Delivery MetricsDORAArchitecture MaturityGovernanceView Details
Architecture Decisions & ADRs
All levels — SA, EA, TS3-4 hoursADR template + decision log + rationale guide

How to capture, document, and govern architecture decisions using ADRs — the lightweight mechanism that turns tribal knowledge into shared understanding.

...constrain? What are the positive and negative outcomes? ADRs have a status lifecycle. Proposed — under review. Accepted — active decision. Deprecated — no longer recommended. Superseded — replaced by a new...

Half-dayIntensive
PracticalReady to use
ArchitectureADRsDecision MakingGovernanceDocumentationView Details
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