Kenyan fintech startup PEMiG is positioning itself as a new-generation credit intelligence platform designed specifically for African lenders, tackling one of the continent’s biggest financial inclusion challenges: how to assess borrowers with little or no formal credit history. Founded in 2022, the Nairobi-based startup is using artificial intelligence, behavioral analytics, and social capital data to help lenders make smarter and more inclusive lending decisions. Across Sub-Saharan Africa, more than 80 percent of adults are considered “thin-file” or “no-file” borrowers, meaning they lack sufficient financial records for traditional credit scoring systems. This has created a major obstacle for banks, microfinance institutions (MFIs), SACCOs, and fintech lenders that rely heavily on conventional credit bureau data to evaluate risk. As a result, millions of potentially creditworthy individuals and small businesses remain locked out of formal financing.
PEMiG aims to change that through its proprietary Causal Credit Scoring Engine (CCSE), which goes beyond standard credit reports by analyzing behavioral patterns, social trust networks, repayment habits, and alternative financial signals. Instead of focusing solely on a borrower’s financial history, the platform attempts to build a dynamic, real-time picture of an individual’s creditworthiness.
The company says this approach enables lenders to reduce default rates, improve portfolio quality, and safely expand lending to underserved customers who would otherwise be rejected by traditional systems. According to co-founder Felix Sifuna, PEMiG was built to address the imbalance where reliable borrowers are denied loans while risky borrowers sometimes slip through outdated scoring methods.
PEMiG operates on a B2B software-as-a-service model, charging financial institutions subscription and transaction-based fees for access to its credit intelligence platform. The startup currently works with five active lending partners and has additional pilot programs underway with other financial institutions. Over the past 18 months, the platform has processed more than $250,000 in loan volume while assessing over 1,500 borrowers.
The startup’s technology reflects a broader shift taking place in African fintech, where alternative data is increasingly being used to improve access to credit. Companies across the continent are experimenting with AI-driven lending infrastructure, open banking systems, and digital financial identities to solve Africa’s long-standing credit access problem.
Despite early traction, PEMiG says building trust with regulated financial institutions has been one of its biggest challenges. Many African lenders remain cautious about adopting new technologies, especially after previous experiences with underperforming fintech solutions. The startup also faced difficulties sourcing clean and structured data needed to train its AI systems, forcing the team to build much of its infrastructure from scratch.
Still, the company believes its model can scale across the continent. After establishing itself in Kenya, PEMiG plans to expand into Uganda, Tanzania, and Rwanda before pursuing a broader pan-African strategy. Its long-term vision is to become a continent-wide credit intelligence layer capable of serving both large commercial banks and community lenders alike.
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