Hospital networkFindings
SYNTHETIC DATA / DEMO
DEMO ROLEFictional data · Read-only
FINANCIAL INTELLIGENCE

Findings

Calculated exceptions ready for human review.

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Currency: MXN

Detected findings

15Prioritized for review
HIGH PRIORITYCharge reconciliation

Implant usage without a matching charge

16 synthetic cases · Demo Norte · Apr–Sep 2026

$798.93KIllustrative value
HIGH PRIORITYCharge reconciliation

Implant usage without a matching charge

16 synthetic cases · Demo Centro · Apr–Sep 2026

$670.08KIllustrative value
HIGH PRIORITYCharge reconciliation

Implant usage without a matching charge

16 synthetic cases · Demo Sur · Apr–Sep 2026

$585.73KIllustrative value
REVIEWDuplicate charges

Potential duplicate product charges

27 synthetic cases · Demo Centro · Apr–Sep 2026

$130.21KIllustrative value
REVIEWSupplier pricing

Surgical pack unit prices increased

201 synthetic cases · Demo Centro · Apr–Sep 2026

$113.86KObserved price delta
REVIEWSupplier pricing

Surgical pack unit prices increased

187 synthetic cases · Demo Norte · Apr–Sep 2026

$105.01KObserved price delta
REVIEWSupplier pricing

Surgical pack unit prices increased

152 synthetic cases · Demo Sur · Apr–Sep 2026

$98.3KObserved price delta
REVIEWDuplicate charges

Potential duplicate product charges

15 synthetic cases · Demo Norte · Apr–Sep 2026

$37.02KIllustrative value
REVIEWDuplicate charges

Potential duplicate product charges

11 synthetic cases · Demo Sur · Apr–Sep 2026

$24.66KIllustrative value
REVIEWQuantity mismatch

Charged quantities below recorded usage

17 synthetic cases · Demo Sur · Apr–Sep 2026

$20.39KIllustrative value
REVIEWQuantity mismatch

Charged quantities below recorded usage

12 synthetic cases · Demo Norte · Apr–Sep 2026

$12.46KIllustrative value
REVIEWQuantity mismatch

Charged quantities below recorded usage

13 synthetic cases · Demo Centro · Apr–Sep 2026

$10.67KIllustrative value
REVIEWBilling lag

Charge entries posted beyond three days

17 synthetic cases · Demo Sur · Apr–Sep 2026

17 casesBeyond 3 days
REVIEWBilling lag

Charge entries posted beyond three days

26 synthetic cases · Demo Norte · Apr–Sep 2026

26 casesBeyond 3 days
REVIEWBilling lag

Charge entries posted beyond three days

32 synthetic cases · Demo Centro · Apr–Sep 2026

32 casesBeyond 3 days
All findings require human verification. Illustrative values are not recoverable charges.Queried 08:32 PM UTC