Catalog record · Fraud Detection & AML
Stage as of source date not established · historical report, not live reconfirmation.
Identity-first credit application fraud decisioning
Vendor workflow source. A reviewed supplier account names the customer and workflow. Supplier attribution and deployment claims are not independent outcome validation.
Last researched Oct 26, 2026. Source access and reported stage are recorded below; deployment evidence does not establish ROI.
What the research supports
CNG passes credit applications through a SAS identity platform using analytics and machine learning, joining external data and evaluating whether the applicant owns the claimed identity.
- Reported stage
- Production
- Technology
- Machine Learning
- 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
30% reduction in fraud-fighting costs; near-zero false-positive rate.
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
- vendor-reported observed outcome
No controlled counterfactual or independent methodology; not equivalent to eliminating crime.
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
Operational case describes applications flowing through deployed identity platform and migration to Azure. 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.
Source undated; deployment date and current operating scale not established.
Source register
- Identity management is key to preventing credit fraudsas.com · opens in a new tab
SAS · vendor-case · full-text · Publication date not recorded
Research lanes: financial_infrastructure · Batch global-discovery-2026-10-26. Coverage and remaining gaps