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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.

...decisions; right of explanation documented EU AI Act High-risk AI systems require conformity assessment, documentation, human oversight Risk classification, conformity documentation, human oversight controls...

1 DayIntensive
Beginner FriendlyNo legal background required
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.

...is managed Identify, verify, own Compliance demonstration Artefacts as evidence Design audit-ready documentation How to know if this landed You'll know this has landed when someone stops treating security...

1 DayIntensive
CriticalSA · EA · TS
Roadmaps & Transformation Sequencing
Intermediate to Advanced (SA, EA, TS)5-7 hoursRoadmap template + transition state design guide + sequencing logic + dependency overlay

How to build multi-year transformation roadmaps that sequence architectural change realistically — accounting for dependencies, capacity, risk, and the fact that the organisation must continue operating while it transforms.

...maintained? → Book a Training Session or → Contact me directly 1.5-day workshop includes current state documentation — honest assessment of where you are, target state definition — driven by business strategy,...

1.5 DaysIntensive
StrategicSA · EA · TS
What Architecture Is
All levels — SA, EA, TS3-4 hoursArchitecture definition canvas + what it is / what it isn't reference card

What software and enterprise architecture actually is — its structure, relationships, and decisions — and what it is not. No diagrams. No jargon. Just clarity.

...decision it represents — is always the moment things click. People stop treating architecture as a documentation exercise and start treating it as a decision discipline. The architecture reading exercise...

Half-dayIntensive
FoundationFor all roles
AI Knowledge Systems — RAG, Search, Memory & Internal Knowledge
Intermediate4-5 hoursKnowledge system map + RAG decision framework + memory design checklist

Many useful AI systems are not smarter because the model is smarter. They are smarter because the system can retrieve, search, remember, and ground itself in the right knowledge at the right time.

...make the disorder queryable. Sometimes the real problem is not retrieval but process, ownership, or documentation quality. A useful rule of thumb: build knowledge systems when current, internal, or evidence-sensitive...

1 DaySystems Thinking
Knowledge DesignPractical
Architecture Decision & Technical Clarity Workshop
Enterprise & Solution Architects, Principal EngineersADR/ADL templates, decision backlog, prioritisation framework

Eliminate architectural ambiguity and technical decision bottlenecks through clear decision frameworks and accountability patterns.

Before we start — the one thing to hold onto Most teams think they have a documentation problem. They don't. They have a decision problem. I've sat in rooms with architects who...

1 DayIntensive
Clear DecisionsActionable Framework
Event Storming Workshop
Enterprise & Solution Architects, Principal Engineers, Product Managers, Domain ExpertsEvent timeline, domain hotspot map, aggregate boundaries, process ownership canvas

Get your developers, domain experts, and business stakeholders in the same room, speaking the same language, discovering the same system — in one day.

Before we start — the one thing to hold onto Most teams think their biggest problem is documentation. Nobody wrote down how the system works. Nobody knows what triggers what. They try to fix...

1 DayIntensive
Shared ModelOne Language
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.

...regulatory requirements (EU AI Act, GDPR, etc.) Reduced bias and improved fairness metrics Audit-ready documentation and monitoring Workshop Structure Day 1: Morning (3 hours): Responsible AI principles,...

1-2 DaysHands-on
Compliance ReadyGovernance
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.

...improve what you don't measure. Prerequisites & Preparation Before the workshop: Current SDLC process documentation (if any) CI/CD pipeline configurations (sample or actual) DORA metrics baseline (deployment...

2 DaysPractical
Quality GatesAutomation
Fractional Technology Leadership Engagement
Startups and scale-ups needing senior technology leadershipTechnology strategy, architecture governance, team development, board reporting

Embed experienced technology leadership into your organisation on a part-time basis—owning architecture decisions, team development, and delivery governance.

...engagement begins: Clear understanding of current pain points and gaps Access to systems, codebase, documentation, and team Board or CEO alignment on fractional leader's authority and scope Defined success...

1-3 Days/WeekEmbedded
Fraction of CostFull-time Hire