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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.

...it run automatically? Coupled to implementation? Any rule that passes all three is a candidate for automation. Any rule that fails the first question is one your board should stop spending time on regardless. Three...

1 DayIntensive
ContinuousNot batched
GovernanceFitness FunctionsArchitecture ReviewContinuous DeliveryView Details
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.

...requires a board meeting, teams stop asking — and governance becomes theatre. Lightweight governance uses automation, defaults, and delegation to enforce standards without human bottlenecks. The lightweight...

1 DayIntensive
PracticalSA · EA · TS
ArchitectureGovernancePrinciplesDecision MakingControlView Details
Risk, Compliance & Control Points
Intermediate to Advanced (SA, EA, TS)5-6 hoursRisk and control register template + compliance mapping guide + architecture risk heat map

How architecture manages technical risk and meets regulatory obligations — covering architectural risk analysis, compliance by design, privacy by design, security controls as decisions, operational risk, control points, and demonstrating compliance through architecture.

...response plan Incident response architecture Runbook + drill evidence Fitness functions as compliance automation: Automated compliance check: all data stores encrypted. Rule: "All storage resources must...

1 DayIntensive
CriticalSA · EA · TS
ArchitectureRiskComplianceSecurityGovernanceControl PointsView 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.

...knows where its confidence should stop. When not to automate decisions There are clear cases where automation should stay limited: decisions with legal, ethical, safety, or financial consequence decisions...

Half DayPractical
Control ModelDecision Ready
Human in the LoopAI OversightDecision MakingAI GovernanceAccountabilityView Details
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.

...capabilities. EA team. Architecture review — verify current state matches what teams describe. Review forum. Automation opportunities: Application inventory — CMDB, cloud provider APIs. Integration map — API gateway...

1 dayIntensive
PracticalCanvas exercise
ArchitectureEnterprise ContextCurrent StateTarget StateTransformationGap AnalysisView Details
Delivery Enablement & Quality Workshop
Engineering Managers, Tech Leads, QA Leads, DevOps EngineersSDLC playbook, CI/CD guardrail templates, quality rubrics, DORA metrics dashboard

Create predictable, repeatable delivery with sustainable engineering practices, CI/CD guardrails, and AI-augmented workflows.

...baseline and improvement tracking Security & compliance by design integration Testing strategy and automation pyramid Technical debt management process These aren't theoretical best practices. They're...

2 DaysPractical
Quality GatesAutomation
Delivery ExcellenceCI/CDQuality EngineeringDevSecOpsDORAView Details
Organizational Leadership & Distributed Decision Rights Workshop
Engineering Managers, Tech Leads, Directors, C-level Technology LeadersDecision rights matrix, distributed leadership playbook, OKR implementation

Build leadership capabilities for distributed, AI-augmented organizations with clear decision rights and effective team management.

...bottlenecks documented Engineering effectiveness survey results (if available) List of AI agents or automation currently in use or planned Existing performance and goal-setting frameworks (OKRs, KPIs,...

2 DaysLeadership
Clear OwnershipAccountability
LeadershipDecision RightsDistributed TeamsOrganisational DesignOKRView Details
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