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MSME Credit Scoring via Alternative Data — MENA Edition

AI credit underwriting for MSMEs using GST and UPI flows to unlock formal lending.

الوسوم

credit-scoring,msme,fintech,lending,ai,b2b

نظرة عامة

المشكلة

Over 60% of Indian MSMEs cannot access bank credit despite strong cash flows.

الحل

ML scoring engine ingesting GST filing history and UPI transactions to generate creditworthiness scores for lenders.

الجمهور المستهدف

Middle East and North Africa businesses alongside NBFCs, fintechs, and MFIs targeting the MSME credit segment

نموذج العمل

?10-30 per API call; ?50,000/month platform subscription

خطة البناء

  • Multi-source data aggregation
  • ML credit model
  • Bureau integration
  • Lender dashboard
  • Real-time score API

توصية تقنية

Arabic NLP, Python, scikit-learn, FastAPI, AWS SageMaker, PostgreSQL

رؤى السوق

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مستوى الطلب: Medium