Bank Statement Analytics

Bank Statement Analytics
for Cashflow-Based
Lending

Analyse bank statements to verify income, understand cashflow behaviour, detect risk patterns, and generate data-driven credit insights for MSME and consumer lending.

Trusted by

I&M Bank logo
Nation Sacco logo
NCBA logo
Stanbic logo
Process

How it Works

Patascore transforms bank statements into structured underwriting intelligence by analysing inflows, outflows, expenses, balances, repayment behaviour, income regularity and cashflow stability.

Why bank statement analytics

Go beyond balances. Understand real financial behaviour

Reduce underwriting turnaround time

Automated statement extraction and interpretation helps credit teams move faster than manual review.

Strengthen affordability checks

Cashflow trends, recurring income and expense signals make affordability assessments more complete.

Support explainable decisions

Give credit and risk teams consistent analytics they can review, explain and act on.

Use cases

Built for complex lending scenarios

Support salaried customers, MSMEs, multi-banked clients, new-to-bank customers and inconsistent income profiles.

Cashflow-based lending

Use transaction-level bank data to make more confident lending decisions.

SME and merchant underwriting

Assess business income, expenses and financial volatility for MSME borrowers.

Salary and business income verification

Validate income regularity and distinguish salary, business and transfer patterns.

Portfolio monitoring

Segment and monitor customers using cashflow and affordability signals.

Key capabilities

Structured bank statement intelligence

Turn bank statements into validated analytics, risk indicators and downstream scoring inputs.

Bank statement data extraction

Income and expenditure analysis

Cashflow trend analysis

Average balance and stability assessment

Debt-to-credit ratio analysis

Recurring income identification

Spending category analytics

Financial volatility indicators

Credit score and limit recommendation

Statement validation and fraud checks

API-based analytics delivery

Bank and mobile money combination