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04 / The Lab

Working tools for AI governance.

Practical instruments for teams accountable for AI deployment. Each tool runs in-browser. No account, no tracking, no data retention.

Single principle

Governance is not a checklist. It is a set of decisions about what your AI system is allowed to do, under what conditions, and who bears accountability when it fails.

Tools

A 25-question diagnostic across 7 governance dimensions. Produces a per-dimension maturity score and a 90-day action plan. Runs entirely in-browser; no data leaves your device.

Fill in 15 fields about your organisation. The generator produces a structured AI Acceptable Use Policy aligned to NIST AI RMF and ISO/IEC 42001. Download as Markdown or print to PDF.

Score each AI system in your portfolio across 12 risk dimensions. The worksheet computes a composite risk score per system and recommends a HITL placement tier. Export to CSV.

Governance Prompt Library

Generic prompts are not the point. This library contains prompts written specifically for governance work: refusal pattern drafting, risk scoring, policy generation, HITL escalation logic, and audit preparation. Every prompt includes the use case, required inputs, and expected output shape.

Companion Articles

Each tool has a companion post that explains the rationale behind every dimension, question, and scoring threshold. The articles are standalone reads; the tools are how you apply them.

All tools run client-side only. No data is transmitted to any server. Progress on the Readiness Assessment and Risk Worksheet is saved to your browser’s local storage and can be cleared at any time. The Policy Generator produces a Markdown document that exists only in your browser until you download it.