Risk Management
Informal Colombian small businesses often lack bank accounts and traditional credit histories, so banks cannot verify their creditworthiness and these entrepreneurs struggle to access formal growth financing.
Reported impact
Quipu has allocated $5 million, helped more than 26,000 Colombian entrepreneurs access financing, reports that borrowers increase income by 9% after getting a loan, and is beginning to license its scoring technology to other lenders in Colombia.
Quipu is an AI-based financing platform built to underwrite informal Colombian microbusinesses that lack conventional banking histories. According to the story, Quipu ingests nontraditional operating signals from each business, including social media activity, inventory information and real-time financial transactions, then processes them with its creditworthiness algorithm to judge present performance and future potential rather than relying on past credit files. The platform has accumulated lending data since 2021, allowing it to return a credit decision within seconds and to tailor loan offers to what each entrepreneur needs. Quipu also extends the experience through Edubot, a WhatsApp tool that acts as "a CFO in your pocket" for day-to-day support. The resulting scores drive Quipu's own lending and are now being licensed to other lenders in Colombia to expand access to capital.
Quipu collects nontraditional business signals from sources such as social media, inventory records and real-time financial transactions, processes those inputs with its AI credit-scoring algorithm, and uses the resulting score to make loan decisions within seconds. The same workflow now supports personalized loan offers, Edubot guidance on WhatsApp, and lender-facing scoring technology licensed to partners in Colombia.
"After a business gets a loan, it increases its income by 9%."
"It uses AI to sort through nontraditional data, including a company’s social media, inventory and real-time financial transactions, to determine whether businesses like Galván’s is creditworthy."
"Quipu was one of five winners of the challenge and is using the $200,000 prize money, along with technical assistance and mentoring, to add a WhatsApp tool called Edubot that supports businesses’ daily needs — Bidart describes it as ‘a CFO in your pocket.’"
"Since its founding in 2021, Quipu has allocated $5 million and helped more than 26,000 Colombian entrepreneurs, 50% of whom are women."
"The company’s algorithm has amassed enough data over the years so that it can determine whether a business is credit-worthy within a few seconds."
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Scoring methodology
Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.
Traceability
Field coverage shows which facts each source supports. Dates are shown only when documented by the source.
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