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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.

Quick Navigation The data problem AI exposes Data quality — the six dimensions Data governance — who owns and protects it Data architecture...

1.5 DaysIntensive
Data ReadinessAssessment
Human Skills in an AI World
All levels4-5 hoursPersonal skills assessment + development plan + human-AI collaboration playbook

The skills that become more valuable, not less, as AI handles routine work. Critical thinking, creativity, emotional intelligence, ethical judgment, adaptability, and the art of working with AI as a collaborator.

Quick Navigation The AI paradox Critical thinking — evaluating what AI produces Creativity — framing problems AI can't see Emotional...

1 DayIntensive
5 SkillsFramework
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.

...protocols Human-in-the-loop design Governance and risk Where to start Orchestration tools and frameworks Guardrails and evaluation Observability Economic guardrails Putting it all together Cheat sheet Before we start...

1.5 DaysIntensive
CurrentSA · EA · TS
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.

...First. Leadership Second. Then Implementation. 📖 Quick Navigation What is Technology Leadership in the AI Era? TL;DR - 30 Second Summary Full Table of Contents Start Learning What is Technology Leadership?...

2 DaysWorkshop
Coming Soon
Build / Buy / Partner / Participate — Ecosystem Strategy
Intermediate to Advanced (SA, EA, TS)5-6 hoursBuild/buy/partner/participate decision framework + vendor and ecosystem evaluation scorecard + exit and switching cost analysis template

How to decide what to build, what to buy, what to access through partners, and what to participate in through ecosystems — covering differentiation vs commodity analysis, vendor evaluation, total cost of ownership, interoperability velocity, exit strategy, and lock-in risk.

...capabilities you need but don't want to own. Participate in ecosystems — standards bodies, shared platforms, AI marketplaces — when the value is in the network, not in ownership. Sourcing strategy isn't just about...

1 DayIntensive
StrategicSA · EA · TS
Effective Prompt Engineering
Beginner to Advanced6-8 hoursFull prompt design framework + personal prompt library

Every major prompt engineering technique — from basic clarity to advanced agentic reasoning. Not a list of tips. A mental model you can apply to any task, any tool, any context.

...persona Context — feed it what it needs Examples — show, don't just tell Format — shape the output Constraints — tell it what not to do System prompts — set the stage Iteration — prompting is a loop Reasoning...

2 DaysIntensive
19 TechniquesComplete Coverage
Emerging Technology Scanning
All levels — SA, EA, TS3-4 hoursTechnology radar template + horizon scanning process + hype vs signal evaluation criteria

How to monitor what is coming, filter signal from noise, and make deliberate decisions about when and how to adopt new technologies — before being forced to react.

...poorly designed. Scanning = filtering signal from noise — structured process with sources, cadence, evaluation criteria, and decision outcomes. If scanning doesn't change decisions, stop doing it. Scanning...

Half-dayIntensive
PracticalSA · EA · TS
Technology Strategy & Architecture Strategy
Advanced (EA, TS)5-6 hoursTechnology strategy vs architecture strategy distinction map + strategy brief template

How to distinguish technology strategy from architecture strategy, connect both to business strategy, and define a coherent direction for the organisation's technology investments.

Quick Navigation Start here — The distinction The long tail of technology choices Connecting to business strategy Defining an architecture strategy Technology...

1.5 DaysIntensive
StrategicEA · TS
Investment & Prioritisation
Advanced (EA, TS)5-6 hoursInvestment prioritisation model + business case guide (including TCO and unit economics) + sequencing criteria

How to decide which technology initiatives get funded, in what order, and why — connecting architecture to financial decisions and business outcomes.

...others build on. Risk insight — which choices are high-reversal-cost and need early commitment. Constraint mapping — which initiatives block or enable others. Architecture adds dependency insight to prioritisation...

1 DayIntensive
StrategicEA · TS