An AI memo is a draft. Counsel still owns the conclusion.

Legal, compliance, and risk teams do not need another “AI for lawyers” hype deck. They need practice that keeps AI in its lane: summarize and verify, never treat a model output as a legal conclusion, and escalate when the stakes leave the sandbox.

Monday scene: someone pastes a contract clause and a regulator FAQ into a chat tool and asks for “the compliance position.” The answer arrives as confident prose. Privilege hygiene was never discussed. Source links were never checked. The memo looks ready for the file — and that is exactly when judgment should slow down.

FluencyRank is training and decision support — not legal advice, not professional counsel, and not an Article 4 compliance certificate. Matching a literacy practice does not prove compliance.

What Legal / Compliance / Risk should practice

• Summarization vs legal conclusions — AI may draft a digest; counsel owns the position
• Source verification — primary texts and named citations before anything is relied on
• Sensitive data and privilege — what never enters a prompt or vendor tool
• Escalation — clear stop conditions when risk, novelty, or ambiguity exceeds the brief
• Governance evidence — what you can show about practice and policy reminders, without inventing certification

The Commission’s AI literacy Q&A is the right Tier-1 framing: literacy measures should fit role and context; it does not mandate a per-person compliance test that FluencyRank could sell. The Living Repository of AI literacy practices is useful as a pattern library for how organisations train — not as an endorsement of any vendor, and not as proof that copying a listed practice satisfies Article 4.

FluencyRank’s Legal / Compliance / Risk role path puts those habits into short workplace scenarios — draft vs conclude, source checks, escalation — with organisational policy reminders. Anthropic’s discernment language helps describe the skill without turning this essay into a polished-output piece. Champions can show practice evidence; they should not treat a readiness view as a regulatory safe harbour.

Readiness views reflect platform engagement. They are not a comprehensive capability assessment and must not be the sole basis for compliance attestations, hiring, or disciplinary decisions.

If you want a champion-facing picture of practice without pretending it is counsel’s sign-off, start with a sample readiness report — then keep escalation paths owned by your legal function.