SME credit scoring in Benin
You lend to Beninese SMEs whose activity shows up in their cash flows far more than in a balance sheet. SCORE360 turns those signals into an explainable score, and your data never leaves your institution.
- CapitalPorto-Novo
- Business hubCotonou
- Central bankBCEAO
- Data protectionAPDP
SME finance in Benin: a largely informal economy
Porto-Novo is Benin’s official capital, yet banking and trade are centred on Cotonou. The BCEAO runs the main branch of its National Directorate for Benin in Cotonou, on Avenue Jean-Paul II, with an auxiliary branch in Parakou in the north.
Source: BCEAO, offices and contacts
According to the World Bank, 90.1% of workers in Benin were employed in the informal sector. For a lender, that means thin SME files: few financial statements, limited collateral and short credit histories. The same source notes that IFC is expanding its lending to MSMEs through risk-sharing instruments.
Source: World Bank, Benin overview
What SCORE360 brings to lenders in Benin
85% of African SMEs have no complete balance sheet. So SCORE360 starts from what your institution already sees: accounts, repayments, payment flows. The score tracks the business’s real activity and comes with the factors behind it, so your credit committee knows why a file moves up or down.
Dynamic, explainable score
A 300 to 850 score that updates with the business’s activity and comes with its explanatory factors.
Federated Learning
The model trains inside your institution. Only encrypted parameters are aggregated: no raw data leaves.
PI-SPI flows via partners
SME payment flows come through our partner fintechs and payment aggregators.
e-SIGNAL digital signals
Online presence and e-commerce activity enrich the score when history is thin.
RISK monitoring
Continuous portfolio tracking and early alerts on borrowers under stress.
Governance
TLS 1.3, role-based access, audit logs and human review. The decision stays yours.
Getting started with SCORE360
- 01
Scoping
Together we review your SME credit policy, the data you hold and your local obligations.
- 02
Integration
CONNECT links SCORE360 to your systems through a documented REST API. The model trains on your side through Federated Learning.
- 03
Monitoring
RISK watches the portfolio continuously and alerts your teams. Every decision is still validated by your analysts.
Compliance in Benin: APDP, Digital Code and BCEAO
In Benin, personal data protection is set out in Book V of the Digital Code (Law No. 2017-20). Compliance is overseen by the personal data protection authority, the APDP.
Source: APDP Benin
With Federated Learning, the model trains inside your own information system and only encrypted parameters are aggregated. Your institution collects customer consent. Credit history sharing remains the job of the BCEAO-licensed credit bureau, Creditinfo-VoLo, which covers all eight UMOA states. SCORE360 adds to that framework rather than replacing it.
Which institutions in Benin it serves
Commercial bank, MFI, SFD or lending fintech: each lender in Benin approaches SMEs with its own constraints. Pick the path that matches your business.
FAQ
Is SCORE360 compatible with APDP rules in Benin?
Federated Learning keeps raw data inside your institution and only encrypted parameters are aggregated. Your duties under the Digital Code, including consent collection and filings with the APDP, remain with your institution, and we support you through them.
Can you score a Beninese SME with no financial statements?
Yes. The 300 to 850 score draws on behavioural data held by your institution, payment flows supplied by our partner fintechs and payment aggregators, and e-SIGNAL digital signals. Every score comes with its explanatory factors.
Does SCORE360 replace the credit bureau?
No. The BCEAO-licensed credit bureau shares credit histories between lenders. SCORE360 complements it with a dynamic score and continuous monitoring. The lending decision stays with your institution.