→ Setting the Foundation
Introduction
The problem this book solves, how it is structured, and what you will have built by the last page.
The Gap This Book Fills
Most AI content is either technical documentation designed for engineers, or enthusiast content — tutorials that teach you to use a specific tool but not how to think about using AI. This book fills the gap: a practitioner's handbook for professionals who work with AI every day but did not train as computer scientists. It prioritises judgment over hacks, systematic practice over impressive demos, and principles over tools.
The gap is not in AI tools — those are abundant. The gap is in AI practice: the systematic, principled, compounding approach that produces reliable results and keeps improving.
What This Book Builds
By the last page, you will have built six things:
A scored AI Skill Snapshot. Across six domains with a 90-day action plan specific to your profile.
A personal prompt library. Tested, documented prompts for your most common professional use cases.
At least one documented AI workflow. With explicit inputs, tested prompt, verification criteria, and improvement log.
A personal responsible AI standard. Including your disclosure policy, verification protocol, and accountability commitments.
A security and fraud awareness protocol. Voice verification, the Verification Framework, and the three CRITICAL security habits.
A 90-day practice plan. With weekly focus, weekly habit, phase milestones, and a retake date for the assessment.