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Data & AI Direction
Intermediate to Advanced (SA, EA, TS)5-6 hoursData and AI direction framework + AI readiness assessment + governance overlay

How data strategy and AI direction connect to architecture — covering data quality, governance, data architecture for AI, AI enablement, responsible AI, data products, data mesh, and building a data and AI roadmap.

...Build data platform Governance Ownership and policies defined No ownership Assign domain ownership Skills Teams understand AI concepts No AI literacy Training programme Infrastructure Vector store, embedding...

1.5 DaysIntensive
CurrentSA · EA · TS
ArchitectureData StrategyAIData GovernanceData MeshData ProductsView Details
How Architects Think
All levels — SA, EA, TS5-6 hoursSystems thinking toolkit + abstraction ladder + decision heuristics reference card

The cognitive toolkit of architecture — systems thinking, abstraction, balancing business and technical concerns, deciding under uncertainty, and trade-off thinking. Builds the mindset, not just the knowledge.

...business, business to technical, team to team, past decisions to future context. The communication skills that matter: Translate — convert technical concepts into business language and vice versa. Simplify...

1 DayIntensive
MindsetNot just methods
ArchitectureFoundationsSystems ThinkingDecision MakingView Details
AI Agents and Automation
Intermediate to Advanced6-8 hoursAgent use case map + architecture blueprint + governance framework

AI agents — what they are, how they work, the protocols shaping them (MCP, A2A), and the governance you need before you let one act on your behalf. The bridge between AI that talks and AI that does.

...errors Until superseded Medium — audit trail Multi-agent systems Complex tasks often require multiple skills — research, analysis, writing, coding. No single agent excels at everything. Multi-agent systems...

2 DaysIntensive
Agent DesignWorkshop
AI AgentsAgentic AIMCPA2AMulti Agent SystemsAI OrchestrationView Details
Quality Attributes / -ilities
SA, EA — Intermediate5-6 hoursQuality attribute reference card + -ility prioritisation matrix

The non-functional characteristics that determine whether a system is truly fit for purpose — scalability, reliability, availability, performance, security, maintainability, and more.

...real problem was that they hadn't agreed on a number. Book a Workshop Ready to build quality attribute skills in your teams? → Book a Training Session or → Contact me directly 1-day workshop includes quality...

1 DayIntensive
SA · EARoles
ArchitectureQuality AttributesNon Functional RequirementsDesign TacticsView Details
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