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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.

...aren't meetings to approve diagrams. They're the structured spaces where decisions are evaluated against principles, trade-offs are surfaced, and alignment is verified. I've sat in review boards where everything...

Half-dayIntensive
PracticalSA · 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.

Quick Navigation Start here — What a roadmap is Defining transition states Sequencing principles Dependency mapping Capacity and risk Communicating the roadmap Maintaining the roadmap Putting...

1.5 DaysIntensive
StrategicSA · EA · TS
Standards & Reference Architectures
Intermediate (SA, EA)4-5 hoursReference architecture library starter + standards register + architecture principles catalogue

How to create, govern, and operationalise architecture standards and reference architectures — the agreed patterns and structures that create consistency, reduce duplication, and accelerate delivery at scale.

...painful. Security review was overwhelmed. Standards and reference architectures are the agreed patterns, principles, and structures that create consistency across an organisation — reducing duplication, accelerating...

1 dayIntensive
PracticalStandards exercise
Multimodal AI
Beginner to Intermediate3-4 hoursMultimodal use case map + modality selection framework

AI is no longer just text in, text out. Learn how modern systems work across language, images, audio, video, and documents — and how to choose the right modality for the job.

...modality to task Multimodal workflows Documents are their own world Where multimodal systems fail Design principles for real work How multimodal changes AI strategy The modality stack in one diagram Cheat sheet...

Half DayIntensive
Beginner FriendlyNo technical background required
Technology, Infrastructure, Cloud & Security Design
Intermediate to Advanced (SA, EA)6-8 hoursInfrastructure decision framework + cloud pattern reference + security controls map

Where abstract architecture meets physical reality — choosing the platforms, compute, networking, and security controls that make the solution work at scale.

...skills, your operational capabilities, your budget, your regulatory requirements, and your architecture principles. A structured approach: Define the decision criteria — what matters most for this choice?...

2 DaysIntensive
PracticalSA · EA
Why Architecture Exists
All levels — SA, EA, TS3-4 hoursArchitecture purpose framework — complexity · alignment · risk · change · shared understanding

Why architecture exists — managing complexity, aligning technology with business, reducing risk, enabling change, and creating shared understanding across teams.

...systems can change, grow, and be understood without falling apart. Everything else — the patterns, the principles, the governance — is in service of this one purpose. Keep it in mind. Why does architecture...

Half-dayIntensive
PurposeWhy it matters
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.

...RAG Internal knowledge design Chunking, freshness, and authority Failure patterns in knowledge systems Design principles that actually help When not to build a knowledge system The knowledge system in one diagram Cheat...

1 DaySystems Thinking
Knowledge DesignPractical
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.

...You don't need a philosophy degree to apply them. You need the discipline to actually ask them. Five principles underpin responsible AI use — at the individual level and the organisational level. They appear,...

1 DayIntensive
Beginner FriendlyNo legal background required
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.

...must follow governance policies). Data governance is the data-specific expression of the governance principles covered in the Responsible AI training. Data access policies determine what AI teams can build...

1.5 DaysIntensive
Data ReadinessAssessment
Technology Leadership & Organizational Excellence
Intermediate to AdvancedLeadership roadmap and team enablement plan

Learn to lead high-performance engineering organizations with clear decision rights, distributed leadership, and AI-augmented team management for the future of work.

...Distributed Leadership, Remote-First Management, Asynchronous Collaboration How is it actually done? Principles of distributed leadership: Context over control — provide clear goals and constraints, not...

2 DaysWorkshop
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