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AI Playbook

From ambiguous AI ideas to decisions you can defend

Assess opportunities, run practical playbooks, and leave with strategies, architectures and governance plans ready for the room.

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Today's briefing​

One concise development with a clear reason to care.

Solution Engineering45 min

Architecting Production-Grade AI on AWS: Security, Scale, Governance and Compliance by Design

An end-to-end AWS reference architecture for secure, reliable and governed enterprise AI, aligned with the EU AI Act, ISO/IEC 42001, ISO/IEC 27001, GDPR, NIST AI RMF and OWASP guidance.

  1. Key ideas
  2. Practical implications
  3. What to do next

Why it matters: Use this briefing to decide whether to deep-dive the full article for your current delivery problem.

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Start with a goal​

Pick an outcome. We open the matching playbook or framework.

Assess an AI use caseDecide go, iterate or stop with evidence.Design an AI solutionStructure the opportunity before architecture.Create a business caseQuantify benefit, cost, payback and ROI.Evaluate AI toolsScore vendors with weighted diligence criteria.Build a governance planCapture risks, controls and residual exposure.Prepare an executive proposalOpen workspace documents and executive brief.

Guided sequences that produce meeting-ready outputs.

Assess45 min8 steps

Assess an AI Use Case

A go / iterate / stop recommendation with evidence gaps and next actions.

Discover50 min5 steps

Run an AI Discovery Workshop

Workshop agenda, stakeholder map, opportunity list and next assessment.

Design60 min5 steps

Design a Secure RAG Solution

RAG design notes covering data, retrieval, evaluation and controls.

Govern40 min5 steps

Build an AI Risk Register

Risk register draft ready for framework refinement and governance review.

Framework spotlight​

Strategy30 min

AI Opportunity Canvas

Clarify problem, users, AI role, data, metrics and risks.

Output: One-page canvas with assumptions and open questions

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Continue your work​

Sign in to resume in-progress playbooks, draft documents and saved briefings across devices. Local progress appears here after you start a playbook or framework.

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Newsletter​

Occasional notes on AI delivery.

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