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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.

...fly. Most organisations do not treat delivery this way. They say: our architecture is maturing, our governance is improving, we are becoming more agile. Those are feelings, not measurements. You cannot...

1 DayIntensive

EvidenceNot feeling

Delivery Metrics DORA Architecture Maturity Governance View Details

Fitness Functions Instead of Review Boards

Enterprise Architects, CTOs, Review Board Members, Engineering Leaders3-4 hoursA three-tier fitness function plan — your first three invariants automated, and the board agenda they retire

Batch review cannot govern continuous change. How to encode architectural invariants as automated checks — and what still belongs to the board.

...governs The batch problem What makes a fitness function a fitness function Three tiers of automated governance What happens when a check fails What the board still does better Retiring the agenda, one...

1 DayIntensive

ContinuousNot batched

Governance Fitness Functions Architecture Review Continuous Delivery View Details

Paying Down Debt Through Feature Work

CTOs, Engineering Leaders, Enterprise Architects, Product Leaders3-4 hoursA feature-driven debt reduction policy — the rule, the visibility mechanism, and the two questions review asks about every feature

Debt accumulates faster than refactoring projects can remove it. Fund architecture improvement through the product roadmap instead of competing with it.

...larger improvements. Success metric: architecture evolution becomes visible and traceable. Phase 3 — Governance integration (weeks 7–8). Align architecture review with feature delivery. Review should ask...

1 DayIntensive

ContinuousNot a project

Technical Debt Architecture Evolution Product Delivery Governance View 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.

Half-dayIntensive

PracticalReady to use

Architecture ADRs Decision Making Governance Documentation View 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.

1 DayIntensive

StrategicSA · EA · TS

Architecture Technical Debt Rationalisation Modernisation Governance View Details

AI Decision-Making & Human Oversight

Beginner to Intermediate3-4 hoursHuman oversight framework + decision rights map + review checklist

AI can assist decisions, but accountability still belongs to people. Learn the operating rules for review, approval, escalation, confidence, and human authority in AI-supported work.

...become authority. This guide is about resisting that drift. The control principle The most important governance rule in everyday AI use is simple: AI may assist, but authorised people remain accountable. That...

Half DayPractical

Control ModelDecision Ready

Human in the Loop AI Oversight Decision Making AI Governance Accountability View 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.

...security. A company that runs an ethics workshop but does not have an approved AI tools list does not have AI governance. Intent without enforcement is not policy. It is decoration. Most organisations can articulate...

1 DayIntensive

Beginner FriendlyNo legal background required

AI Policy AI Security Organisational Controls AI Governance Data Security Compliance AI Fluency View Details

AI Procurement, Vendor Evaluation & Tool Selection

Beginner to Intermediate3-4 hoursVendor evaluation scorecard + tool selection checklist + risk review template

Choosing AI tools is not a beauty contest. Learn how to evaluate vendors, compare capabilities, assess risk, avoid lock-in, and buy systems that your organisation can actually govern and adopt.

...decisions often quietly become capability decisions. A platform choice influences workflow design, governance posture, integration architecture, user habits, and future switching costs. In other words,...

Half DayDecision Focused

Vendor SelectionPractical

AI Procurement Vendor Evaluation Tool Selection Platform Strategy AI Governance View 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.

...controls before those patterns cause operational harm. That kind of literacy changes the tone of AI governance. It replaces panic with pattern recognition. It also creates a healthier culture around AI...

1 DayPractical

Risk AwarenessOperational

AI Risk Failure Modes Hallucinations Automation Bias AI Governance View Details

Platform as a Product

CTOs, Heads of Platform Engineering, VP Engineering, Enterprise Architects, Platform Product Managers3-4 hoursA three-gate platform governance plan — validated backlog, a written scope boundary, and adoption targets per capability

An internal platform with no product owner builds what nobody asked for and skips what everybody needs — adoption, not completeness, is the only measure that counts.

...cannot find what they want, and leaves. The chef calls it a marketing problem. It is not. It is a governance problem: no mechanism existed to validate demand before the dish was cooked. Now look at...

1 DayIntensive

AdoptionNot feature count

Platform Engineering Internal Developer Platform Product Governance Golden Paths View Details

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