Catalog record · Lending & Credit
Stage as of source date not established · historical report, not live reconfirmation.
Branch mobile-data credit underwriting
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
IFC documented Branch using ML and consented smartphone plus repayment data to assess borrowers in Kenya, Nigeria, Tanzania, Mexico and India.
- 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
No quantified measure recorded. This is a gap in the evidence, not a finding of no value.
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
IFC June 2020 report describes operating loan decisions. 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.
Historical deployment evidence, June 2020. Current geographic footprint and data practices not verified.
Source register
- Artificial Intelligence Innovation in Financial Services, EM Compass Note 85ifc.org · opens in a new tab
International Finance Corporation · academic · full-text · Publication date not recorded
Research lanes: fintech_lending · Batch global-discovery-2026-10-26. Coverage and remaining gaps