AWRA AI: Reading the Analysis — Assessment

1. AWRA describes its AI as "advisory". In practice, that means:

It executes approvals and reorders automatically once it is confident enough It explains and recommends, but a person takes the action It replaces the underlying dashboards and raw figures It only runs against a sandbox copy and never on live data

2. If no AI provider is configured, what happens to an AWRA AI insight dashboard?

All historical insight data is purged The page redirects to a billing/upgrade screen The dashboard errors and cannot load The metrics and charts still work; only the AI summary card is hidden

3. On an RFQ, what is the relationship between the numeric ranking and the AI summary?

The numeric ranking decides the best quote; the AI summary explains the why and the trade-offs The AI summary automatically awards the winning quote They are independent and may disagree because they use different inputs The AI summary replaces the numeric ranking entirely

4. Why does editing a submitted quote automatically re-run the RFQ analysis?

To lock the RFQ from any further edits It does not — the analysis only ever runs once To charge the vendor a re-submission fee So the ranking and narrative do not describe stale figures

5. A vendor scorecard's AI assessment is best described as:

A raw export of every purchase order placed with the vendor A binary pass/fail compliance verdict A plain-language read of whether to rely on, watch, or review the vendor, with the main reason A guaranteed prediction of the vendor's future performance

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