Advisory brief · Fintech · Agricultural economy

An alternative credit rating and risk-scoring framework developed by Capital de Sinclair to evaluate smallholder creditworthiness.

Executive summary

Bottom line

The business is fundable as a B2B alternative-scoring risk-SaaS provider, selling decision support to licensed microfinance banks, commercial agric desks, and DFIs. A full CBN Credit Bureau license under the Credit Reporting Act 2017 is a capital-heavy regulatory delay that isn't necessary for this scope.

Nigeria's agricultural sector employs roughly a third of the working population and contributes close to a quarter of GDP, yet receives less than 4% of formal bank credit. The shortfall is a legibility problem: most of Nigeria's 40 million smallholder farmers have no BVN-linked credit file, no formal land title to pledge, and no digitized transaction history.

Amana Score addresses this by building a composite risk score from satellite agronomy, local weather records, mobile money behavior, cooperative repayment ledgers, and off-taker delivery data. The framework delivers credit scores as infrastructure to institutions that already hold the balance-sheet risk, rather than competing as a new lender.

Source feedSentinel-2 / Landsat NDVI & NDMI time series

Proxy metricsActual farm size vs. declared, crop health, flood/drought exposure.

Source feedNiMet station records, gridded rainfall reanalysis (CHIRPS)

Proxy metricsRain-fed yield probability, dry-spell frequency, exposure to climate shocks.

Source feedNational soil atlas (IITA/FMARD), suitability maps

Proxy metricsRealistic yield ceilings per crop type, fertilizer-response profiles.

Source feedConsented wallet inflows/outflows (OPay, Moniepoint, Paga)

Proxy metricsCash-flow rhythm, income stability, airtime purchase regularity.

Source feedForward-purchase contracts, AFEX warehouse receipts

Proxy metricsSales-side reliability, prior input-credit repayment record.

Source feedCooperative tenure, group repayment files, BVN/NIN checks

Proxy metricsSocial collateral, group payment discipline, identity certainty.

Go-to-market pathway

Evaluating the regulatory pathways under the Credit Reporting Act 2017:

Regulatory safeguard

To operate as risk-SaaS without a CBN Bureau license, the licensed lender must make the final underwriting decision, and the product can never be marketed as a formal "credit report."

Pathway A: CBN Credit Bureau

· ₦500 million capital deposit required

· 18–24 months to license

· Compelled to serve all lenders (no data moat)

· Direct competition with 3 incumbents

Pathway B: Agtech risk-SaaS

· Standard company registration

· 6–9 months to market

· Capital goes into product, not deposit lock-ups

· Retains full model IP and pricing freedom

Under the Nigeria Data Protection Act 2023, processing farmer profiles at scale triggers classification as a data controller "of major importance." That requires a dedicated Data Protection Officer, a Data Protection Impact Assessment (DPIA), and a working right-to-object mechanism so farmers can appeal automated score decisions to a human reviewer.