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Architecture Communication & Storytelling
Intermediate to Advanced (SA, EA, TS)5-6 hoursArchitecture communication playbook + executive presentation template + workshop facilitation guide

How to communicate architecture decisions so they are understood, adopted, and acted on — covering audience adaptation, executive communication, architecture papers, diagrams, workshop facilitation, and influence without authority.

...generating ideas without groupthink. Everyone writes ideas independently, then shares. Pre-mortem — stress-testing a decision. "It is 6 months from now and this failed. Why?" Trade-off matrix — comparing options...

1 DayIntensive
CriticalSA · EA · TS
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.

...controls Employment law AI in hiring must not discriminate; increasing disclosure requirements Bias testing, human oversight in hiring AI, candidate disclosure The compliance mapping process: inventory...

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.

...leakage Training data contains information that won't exist at prediction time — model looks great in testing, fails in production Proper train/test splitting; temporal separation 2 Label bias Human annotators...

1.5 DaysIntensive
Data ReadinessAssessment
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.

...(classify each use case by risk tier), documentation (maintain records of training data, model design, testing), human oversight (ensure humans can override AI decisions), bias monitoring (regular testing...

Half DayIntensive
Horizon ScanDeliverable
Application, Integration, API, Interface, Data & Process Design
Intermediate to Advanced (SA, EA)6-8 hoursIntegration design playbook + API design standards + data movement pattern guide

How the components of a solution are structured internally, how they communicate with each other, and how they connect to the data and processes they depend on.

...approval, payment, notification) was in one codebase. A change to the payment flow required regression testing the entire claims process. Data was shared across all modules — a schema change in payments broke...

2 DaysIntensive
ComprehensiveSA · EA
Portfolio & Dependency Thinking
All levels — SA, EA, TS4-5 hoursPortfolio map template + dependency radar + investment alignment grid

How to see all systems, initiatives, and investments as a connected whole — understanding dependencies, shared capabilities, and how decisions in one place ripple across others.

...health assessment — identifying risks and investment priorities, portfolio-aware decision exercise — testing real decisions for ripple effects, and portfolio map template + dependency radar + investment...

1 dayIntensive
StrategicPortfolio-level
AI Capabilities, Limitations & Use Cases
Beginner to Intermediate3-4 hoursTask-to-AI fit judgment + reference materials

What AI is genuinely good at, where it will let you down, and how to match the right task to the right tool. The judgment you need before you touch a prompt.

...leaders and executives The most valuable thing AI can do for senior leaders isn't drafting — it's stress-testing. Ask it to argue against your plan. Ask it what you're missing. Ask it to steelman the opposing...

Half DayIntensive
Beginner FriendlyNo math required
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.

...Manager" (AI use case identification, ROI measurement) QA Engineer → "Quality Engineer for AI Systems" (AI testing, bias detection, robustness) Key technical terms: Term Meaning Team Topology How teams are structured...

2 DaysWorkshop
Coming Soon
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.

...What You'll Achieve By the end of this workshop, you will have: AI safety frameworks and adversarial testing procedures Bias detection and fairness evaluation methodologies EU AI Act compliance assessment...

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.

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

2 DaysPractical
Quality GatesAutomation