Credit Platform for Emerging Markets: Access Without Barriers
Project Details
Industry
FinTech / CreditService
Full-Stack DevelopmentTimeline
Ongoing (6 Weeks In)Tech Stack
Traditional credit scoring excludes millions of people in emerging markets. Adx Credit is building alternative scoring using data that actually reflects creditworthiness.
FICO scores don't work in markets where most people lack formal credit histories. But lack of traditional credit doesn't mean lack of creditworthiness. Adx Credit's mission is bold: use alternative data — mobile payments, utility bills, social patterns, employment history — to assess credit risk fairly. The challenge is building a platform that can process thousands of data points, train ML models that avoid bias, comply with regional regulations, and make loan decisions in real-time. 'We're not just building a credit platform,' Chioma said. 'We're building financial inclusion.'
Every technical decision considers our mission: financial inclusion without compromising on risk management.
Chioma Nwankwo
CEO, Adx Credit
We're creating an AI-driven credit platform that sees potential where traditional systems see nothing.
Using Next.js for the applicant-facing portal and a FastAPI backend for ML model serving, we're building a system that evaluates creditworthiness using hundreds of alternative signals. We've implemented secure data aggregation from mobile money providers, utility companies, and employment verifiers. Our ML models (trained on anonymized datasets) identify patterns that predict repayment likelihood without relying on traditional credit scores. The application process takes under 5 minutes, and loan decisions happen in near real-time. We're building robust KYC (Know Your Customer) flows that comply with local regulations while remaining user-friendly. PostgreSQL handles transactional data, while AWS SageMaker trains and serves our credit scoring models. Currently running pilot programs with select lenders.
Early pilots show 85% approval rate for applicants who would be rejected by traditional systems.
Adx Credit is in pilot phase with three microfinance institutions. Early results are promising: 85% of applicants who lack traditional credit scores are approved, with default rates comparable to traditional lending. The AI model processes applications in an average of 90 seconds. Borrowers appreciate the transparent scoring — the platform explains what factors influenced their approval. We're refining the models based on real repayment data, adding more data sources, and preparing for regional expansion. This is responsible innovation — moving fast while building trust.