Catalog record · Fraud Detection & AML
Stage as of source date not established · historical report, not live reconfirmation.
Alice procurement-document risk alerts
Primary workflow source. A named organization's workflow supported by a reviewed primary source. Stage is reported separately; this label does not establish measured outcomes or independent validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
CGU uses text mining and AI to examine procurement notices daily and alert staff to potential procurement risks or inconsistencies.
- Reported stage
- Production
- Technology
- NLP
- Business function
- Middle Office
- Impact (legacy label)
- Not labeled
- Catalog date · unconfirmed
- Not reported
- Imported
- Oct 29, 2026
- Last researched
- Oct 26, 2026
Measures & evidence
Over 190,000 purchasing processes analysed in 2023
Original metric claim
Measurement window not disclosed
Scope, baseline & source
- Scope / denominator
- Measurement population / workflow scope not disclosed
- Baseline
- Not disclosed in this account
- Claim basis
- Issuer volume, not financial benefit.
Source-reported claim; methodology, baseline and independent validation may be undisclosed. Inspect the research dossier.
Original prose retained. A single comparable value or unit has not been established.
Read dossier source ↗Exact claim-to-source location has not been mapped. This link belongs to the research dossier.
Over R$2.08 billion in purchases cancelled or suspended following preventive interventions in 2023
Original metric claim
Measurement window not disclosed
Scope, baseline & source
- Scope / denominator
- Measurement population / workflow scope not disclosed
- Baseline
- Not disclosed in this account
- Claim basis
- Value of affected purchasing processes, not net realized savings.
Source-reported claim; methodology, baseline and independent validation may be undisclosed. Inspect the research dossier.
Original prose retained. A single comparable value or unit has not been established.
Read dossier source ↗Exact claim-to-source location has not been mapped. This link belongs to the research dossier.
Measures retain their original currency, scope and period. Capacity, adoption and forecasts are not realized cash savings.
Documented vendor relationships
No vendor relationship has been linked to this specific workflow in the curated overlay. This does not mean it was built without vendors.
See the company’s documented relationshipsDeployment evidence & limits
Issuer describes daily automated analysis and alerts supporting preventive audits. Status date not established.
Stage is as reported in the cited evidence. Current operating status has not been independently reconfirmed; the research date is an editorial review date.
False-positive rates and independent outcome evaluation not disclosed. Public tender rules and procurement data differ from private-bank sourcing. Alerts are suspicions; cancelled contract value is not proven fraud loss or cash savings.
Potential FS application · inferred
Inferred FS application: Bank procurement and supplier-contract fraud triage, including restrictive specifications, suspicious pricing and unnecessary purchases.
The transferable mechanism is screening high-volume tender text for anomalies before a human auditor investigates.
Original industry: Public procurement. Transfer limits: Public tender rules and procurement data differ from private-bank sourcing. Alerts are suspicions; cancelled contract value is not proven fraud loss or cash savings.
Recorded dependencies
- Procurement-document feeds
- Human audit capacity
Source register
- Alicegov.br · opens in a new tab
Controladoria-Geral da União · issuer · full-text · Publication date not recorded
Research lanes: public_scientific · Batch global-discovery-2026-10-26. Coverage and remaining gaps