Benefit — knowing your category first

What it saves you to know before someone else asks

Every firm already has a Category A / B / C stance on every AI system it runs. The question is only whether the firm knows it before defense counsel, disciplinary counsel, plaintiff-class counsel, or the carrier does.

Four moments

  1. Malpractice-carrier renewal. Renewal questionnaire has an AI-governance section. If you already know you are A, the answer is a one-page attachment. If you don't know, the underwriter's follow-up probes surface the gap.
  2. State bar inquiry. A client complaint opens a disciplinary file. Response window is limited. Knowing the category BEFORE the letter moves the response stance from "we're investigating now" to "we identified and remediated on Day X."
  3. Defense-counsel discovery motion. Opposing counsel files under FRCP 37(e). Category A/B/C answer + one-page evidence + named remediation is the credible response. "We think it's fine" is not.
  4. Class-adjacent pre-suit demand letter. Plaintiff-class counsel sends a per-segment adverse-impact letter. Dated per-segment measurement + Snapshot-graded stance is the opening negotiation lever.

Cost of learning your category the wrong way

Reactive stance cost: external counsel + rush-audit + remediation-under-fire typically runs 5-20x the cost of the same discipline applied ahead of time. And the reactive-response record does not carry the same credibility.
Multi-venue chain: once the category becomes visible via one venue (carrier, bar, defense counsel, plaintiff-class), the other venues typically converge within 6-18 months. Sequential response cost stacks.
Proactive stance cost: $499. Below procurement threshold. Direct-buy. 3 business days. A/B/C determination + 3 fix-first items + signed declaration.

What "knowing" changes operationally

Who at your firm cares

$499. 3 business days.

Answer the question every stakeholder eventually asks — before they ask it.

Buy $499