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04 / The Lab

Working tools for AI workflows.

Practical instruments for teams automating content, SEO, and ecommerce operations with AI. Each tool runs in-browser. No account, no tracking, no data retention.

Single principle

AI workflow automation is not a shortcut. It is a set of decisions about what your AI system is allowed to touch — content, listings, customer replies — under what conditions, and who reviews it before it ships.

Tools

A 25-question diagnostic across 7 dimensions of AI workflow maturity for content, SEO, and ecommerce operations. 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 for content, SEO, and ecommerce workflows, aligned to NIST AI RMF and ISO/IEC 42001. Download as Markdown or print to PDF.

Score each AI-driven workflow in your growth stack (content generation, listing automation, customer replies) across 12 risk dimensions. The worksheet computes a composite risk score and recommends a human-review tier. Export to CSV.

Governance Prompt Library

Generic prompts are not the point. This library contains prompts written specifically for AI workflow work in content, SEO, and ecommerce operations: refusal pattern drafting, risk scoring, policy generation, human-review escalation logic, and audit preparation. Every prompt includes the use case, required inputs, and expected output shape.

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.