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AI Measurement & ROI
Intermediate to Senior Leaders3-4 hoursAI measurement framework + ROI model + leadership dashboard template

Proving AI's value — defining success before you start, attributing outcomes correctly, and reporting to leadership in a way they trust. The discipline of answering the question every executive asks: is this worth it?

...indicators, not just lagging ones Counterfactual problem Would the outcome have happened without AI? Use controlled experiments or baselines The counterfactual is the gold standard: what would have happened...

1 DayIntensive
ROI FrameworkDeliverable
AI ROIValue MeasurementAI MetricsBusiness ImpactAI ReportingView Details
AI Tools, Landscape & Platforms
Beginner to Intermediate3-4 hoursPersonal AI tools map + selection framework + team stack recommendation

The AI tools landscape — what the major platforms are, how they actually differ, and how to choose the right one for the right job. Stop chasing every new launch. Start making deliberate choices.

...understanding Meta Llama 4 Open-source flexibility, self-hosted deployment Your org needs full data control or can't send data to a vendor Mistral Efficient performance, EU data residency You're in a...

Half DayIntensive
Beginner FriendlyNo technical background required
AI ToolsAI PlatformsGenerative AIAI LandscapeLLMsAI FluencyView Details
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.

...Engineering teams are increasingly distributed across locations and time zones. Traditional "command and control" leadership doesn't scale. Leaders need new skills to guide teams without direct, in-person oversight. What...

2 DaysWorkshop
FoundationFor all leadership roles
LeadershipOrganizational DesignDecision RightsAI Augmented TeamsView Details
Automation & Agentic Systems
Intermediate to Advanced (SA, EA, TS)6-7 hoursAutomation opportunity map + agent architecture blueprint + MCP/A2A integration guide + Agentic Risk & Cost Framework

How AI-powered architectures that plan, act, and use tools autonomously are reshaping integration and workflow — covering agentic patterns, MCP and A2A protocols, orchestration frameworks, human-in-the-loop design, guardrails, observability, and economic risk management.

...agentic systems — each suited to different complexity levels: Pattern comparison: Pattern Complexity Control Best for Single agent Low High Simple, well-defined tasks Multi-agent Medium Medium Complex...

1.5 DaysIntensive
CurrentSA · EA · TS
ArchitectureAI AgentsAgentic SystemsMCPA2AAutomationOrchestrationView 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.

...failure literacy: the ability to recognise recurring patterns, understand how they arise, and design controls before those patterns cause operational harm. That kind of literacy changes the tone of AI...

1 DayPractical
Risk AwarenessOperational
AI RiskFailure ModesHallucinationsAutomation BiasAI GovernanceView Details
Future of AI
Intermediate to Senior Leaders3-4 hoursAI horizon scan + strategic implications analysis + preparation roadmap

What's coming in AI — multimodal models, on-device AI, open-source momentum, protocols, regulation, and the shift to AI-native organisations. See around the corner without falling for hype.

...devices do your users have? Determines what's feasible Open source and democratisation A few companies control the most powerful AI models. Open-source alternatives are rapidly closing the gap — and changing...

Half DayIntensive
Horizon ScanDeliverable
Future of AIAI TrendsMultimodal AIAI RegulationEmerging TechnologyView Details
Conway's Law & Team Boundaries
CTO, VP Engineering, Engineering Directors, Principal Engineers3-4 hoursTwo-layer boundary map — the official org design set against actual incident load, with every structural gap named

Your architecture mirrors your communication structure whether you designed it that way or not — which makes team boundaries an architectural decision.

...owns. What can it change and release without asking anyone? What does it depend on that it does not control? If it changed tomorrow, what else would have to change with it? Every unanswered question there...

1 DayIntensive
BoundariesStructure as design
Conway's LawTeam TopologiesOrganisational DesignTeam BoundariesView Details
Future Operating Model
Advanced (EA, TS)5-6 hoursFuture operating model scenarios + AI-native organisation design principles + transition pathway + Communication Structure Heatmap

How organisations will need to restructure their technology capabilities, teams, and governance as AI, automation, and platform thinking reshape what it means to run a technology function.

...empowered to decide. The architect must evolve — or become irrelevant. The architect's role shifts from control to influence: The architect of the future — five roles: Role What it means Strategist Defines...

1 DayIntensive
StrategicEA · TS
ArchitectureOperating ModelAIFuture of WorkStrategyPlatformView 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.

...vs stability — try new things versus run what we have. Centralisation vs autonomy — consistency and control versus speed and ownership. Short-term vs long-term — this quarter's goals versus next year's...

1 DayIntensive
MindsetNot just methods
ArchitectureFoundationsSystems ThinkingDecision MakingView Details
Requirements, Constraints, Trade-offs & Compromise
All levels — SA, EA, TS5-6 hoursTrade-off framework + constraint register template + requirements classification guide

The art of making the best possible architectural decision given what is required, what is constrained, and what must be sacrificed.

...it? If you haven't surfaced the conflicts, they're being resolved implicitly — and you're not in control. Trade-off thinking — Why there's no perfect architecture Teams search for the "best" architecture....

1 DayIntensive
PracticeReal decisions
ArchitectureFoundationsRequirementsTrade OffsDecision MakingView Details
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