Pause approval: What does the evidence support? | AIGP
7-day money-back guarantee — full refund within 7 days of purchase if you've completed under 20% of the questions. See pricing →
Certifications Tools Flashcards Career Paths Exam Guides Blog Pricing For Teams About

Language

✓ EnglishDeutschEspañolFrançaisPortuguês
Check readiness — free →

Pause approval: What does the evidence support?

AIGP Understanding How to Govern AI Deployment and Use Medium

The vendor benchmark is scoped evidence; materially lower local results require investigation before approval.

The question

For an internal pre-deployment decision, an energy company’s vendor reports 96% fault-identification accuracy, but local turbine validation shows 81%. The intended use produces maintenance recommendations that technicians review before work orders. What does the evidence support?

Preparing for AIGP? Take the free 5-min readiness quiz →

  1. Treat technician review as the primary corrective control.
    Technician review may reduce consequences, but it does not explain the performance gap or establish that the system is suitable locally.
  2. Pause approval, investigate local results, and document limits and safeguards. ✓
    The conflicting results require investigation of actual-use suitability, external dependencies, limitations, and whether technician review can manage residual risk.
  3. Use the vendor benchmark as the deployment performance estimate.
    The benchmark may use different equipment, data, or conditions and therefore does not establish performance for this local maintenance context.
  4. Approve conditionally on the vendor result while monitoring local outcomes after launch.
    Monitoring may be useful later, but approving consequential use while disregarding materially lower local validation leaves the central suitability question unresolved.
The trap
Match evidence to the actual equipment, users, conditions, and consequences of deployment.

How to remember it

The vendor benchmark is scoped evidence; materially lower local results require investigation before approval.

How many of these would you get right?

One of 1581 AIGP questions on Certsqill. Take a free five-minute check and see your score per domain — not one number, but which section to open tonight.

Test your AIGP readiness — free

More Understanding How to Govern AI Deployment and Use questions

Part of the Certsqill AIGP question bank · Understanding How to Govern AI Deployment and Use · Every answer, right and wrong, comes with its own explanation.