Deep Dive | March 2026 | Confidential
$131B in consumer credit. 82.5% smartphone penetration. Mature digital infra. Yet 12 million applications rejected every quarter.
Not all are bad credit. ~25-30% are people with real income that incumbent models can't read — irregular EFTs, cash deposits, gig payments.
Every competitor is optimized for salaried consumers with "Salary" bank descriptors. None are app-native — they're missing the mobile world. No one can serve irregular income. All use DebiCheck-only collections.
3-stage hybrid pipeline that reads what incumbents' models can't — validated on 52-user pilot.
LLM reads each transaction. Classifies purpose with customer context.
Groups into income streams. Computes stability and confidence.
Monthly income by type. Composition breakdown. Audit trail.
AI reads irregular income that "Salary"-dependent models reject
PayShap + retail cash-in for "bank-to-withdraw" users DebiCheck misses
150K informal shops, R197B annual revenue, only 1/3 have stock credit
Every SA competitor is web-first or a basic wrapper. Fido is built native — 4.5★ rated, 1.8M active users in Ghana.
AI affordability engine from day 1. TruID open banking + DebiCheck. Ghana playbook, better infrastructure.
Enhanced affordability with alternative data signals. Distribution partnerships with telcos, retailers, and POS networks.
Full spaza activation. EasySave cross-sell. Default lender for the non-salaried economy.
NCR license already secured. Same playbook that grew Ghana from $0 to $36M — and we'll leverage our track record with Stanbic Ghana and SBSA to access debt capital as we scale.
Phased growth following the proven Ghana playbook. Each phase unlocks a new segment.
2026-2027: firm targets | 2028+: directional, contingent on Phase 2 wedge validation
Transfer learning: 9 AI agents in production, 5M+ loans as training data. Every model built in Ghana improves the SA product — and SA's better data inputs make the models more accurate.
NCR license secured. AI affordability engine built and validated. 8-person launch team in place. Ghana playbook proven at $36M. Stanbic Ghana and SBSA relationships position us for debt capital as we scale.
alon@fidocredit.com