Product & Design
Product safety and standards requirements lookup
Answer product compliance questions — which standards, tests, and labelling apply to a given product in a given market — from a maintained corpus of regulations, standards, and internal policy.
40–60%
reduction in compliance research time
Opportunity assessment
Minor improvement. Small efficiency gain with limited effect on overall turnover or bottom line.
Moderate effort. Requires configuration, prompt engineering, and testing. A capable team can get there but expect several months.
Moderate data needs. Works with data most businesses hold, but will likely need consolidation, cleaning, or reformatting before use.
Moderate risk. Some customer or external exposure. Errors create rework or reputational impact but are recoverable.
Light people impact. A new tool slots into an existing workflow. Minimal training needed. Most people will adapt quickly.
Tooling required
Things to consider
This must cite its sources on every answer. An unattributed compliance answer is worse than no answer, because it gets acted on and cannot be checked.
Regulations change and the corpus goes stale silently. Assign an owner for the source library with a review cadence, and show the last-reviewed date on every response.
Position it as a first-pass research tool that speeds up the technologist, not as the compliance decision. The named responsible person still signs.
Experiment starter: Collect thirty compliance questions your technical team answered in the last year and the answers they gave. Run them through a retrieval assistant over your standards corpus and have the technical manager grade each answer for correctness and citation quality.
Go deeper in the playbook
Section — Opportunity Identification, including the AI Opportunity Assessment ScorecardSection — RAG and Knowledge Systems: Unlocking Proprietary DataThis is an decision support opportunity — see the relevant playbook section for how to approach it.More in Product & Design
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Technical pack and specification drafting
Draft technical specification packs from a design brief and a library of prior specs — construction detail, measurements, materials, tolerances, and testing requirements — for a technologist to review.
Colourway and print variant generation
Generate colourway and print scale variants of an approved design, rendered on the product silhouette, so the team can review a wide option set before committing to physical strike-offs.
AI Transformation Playbook
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The playbook gives you the full 150-opportunity directory, scoring tools, and 100+ templates for every stage of an AI transformation programme.