Review Queue

The only place a human is required. Every item here represents a gate the agent cannot clear alone.

Gate · entity & amount match

Confirm this invoice belongs to the buyer

amount Δ AED 28 · always human

Booking record

HotelAtlantis The Palm

FolioAT-3399

AmountAED 4,820.00

TRN100456789100003

FTA · PINT AE record

Legal nameAtlantis Hotels & Resorts LLC

ReferencePINTAE-7741-22B

AmountAED 4,792.00

TRN100456789100003

Confidence

0.86

below 0.90 gate

Amount diff

AED 28

flagged: minibar

Gate threshold

± AED 1

beyond tolerance → human

The agent's reasoning: "Amount difference traces to minibar line item; entity name suffix differs by 'LLC' vs 'Hotels & Resorts LLC' — both regulator-grade gates. Routing to human."