Benefit — knowing your category first

What it saves you to know before someone else asks

Every program office already has an A / B / C stance on every AI system it runs. The question is only whether the program office knows it before the auditor, JAG board, or Congressional staffer does.

The four moments

  1. ATO renewal cycle. Assessing Official asks for continuous-monitoring evidence. If you already know you are A, the answer is a one-page hand-off. If you don't know, the AO's follow-up probes reveal the gap in real time.
  2. OMB M-24-10 AI Use Case Inventory re-attestation. Response window is short. Knowing the category BEFORE the attestation moves the stance from "we're reviewing" to "we identified and are remediating with the following timeline."
  3. DoD IG or GAO audit letter. Audit response window is 30-60 days. Knowing the category BEFORE the letter moves the response stance from investigative to confirmatory.
  4. JAG accident-investigation-board convening. Board's records request lands. The A/B/C determination + dated timeline + 3 fix-first items is either on file or it is not. This is the moment the difference matters most.

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-stakeholder chain: once the category becomes visible via one channel (AO / OMB / GAO / JAG), the other channels typically converge within 6-18 months. Sequential response cost compounds.
Proactive stance cost: $499. Below procurement threshold. Direct-buy Stripe. 3 business days. A/B/C determination + 3 fix-first items + signed declaration.

What "knowing" changes operationally

Who at your org cares

$499. 3 business days.

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

Buy $499