We're building an AI agent that audits every worksheet for margin recovery opportunities โ pricing errors, weight discrepancies, freight issues, and more. It's early, and your feedback is what teaches it to get better.
| Verdict | When to Use |
|---|---|
| โ Confirmed | The finding is a real issue you'd want to follow up on. Even if the exact dollar amount is off โ the direction is correct. |
| โ Dismissed | The AI got this wrong. It's a false positive โ maybe it misread the data, or this is expected business practice. |
| ? Needs Info | You can't tell from what's shown. You'd need to check cieTrade or ask someone else to verify. |
The comment field is where the real value is. Help us understand why you chose that verdict.
โข Don't worry about being perfect โ partial feedback is better than none.
โข Use the cieTrade link to cross-reference if you're unsure.
โข Mention vendor/customer context the AI can't see (contracts, common patterns,
historical behavior).
โข Adjust the recovered $ if you know the actual amount โ this helps us
calibrate estimates.