Back to Home
Solution 02 · Credit Analysts, Risk Teams

Credit Risk Assessment

Auto-generated credit risk reports with income stability scoring, obligation ratios, EMI detection, and repayment capacity — delivered in seconds, not hours.

The Problem

Deep expertise shouldn't be a bottleneck

Assessing repayment capacity from messy transaction data requires deep expertise and time. Every analyst reads statements differently — creating inconsistency in credit decisions across teams and branches.

Deep expertise required per assessment
Inconsistent analyst interpretations
Missed risk signals in raw data
No standardized scoring framework
Our Solution

Standardised, AI-driven risk scoring

Auto-generated Credit Assessment reports with income stability scoring, obligation ratios, EMI detection, and repayment capacity — consistent and accurate every time, regardless of the analyst.

Standardized FOIR and obligation scoring
Behavioural risk pattern detection
Multi-statement consolidated view
Policy-aligned structured report output

Key Capabilities

Built for credit teams who need consistent, data-driven risk assessments at scale.

Income Stability Scoring

Multi-month salary trend, consistency scoring, and outlier credit detection to determine reliable net income.

Obligation Ratio Analysis

Auto-detect all EMIs, recurring debits, credit card payments, and loan repayments. Compute FOIR automatically.

Repayment Capacity Report

Residual income after obligations, disposable cash trends, and surplus/deficit months highlighted clearly.

Behavioural Risk Signals

Frequent OD usage, high bounce rates, end-of-month cash stress, and irregular credit patterns flagged automatically.

Counterparty Mapping

Who is paying the applicant? Identify employers, business clients, and related-party transfers.

Credit Assessment Report

A structured, printable report with all risk signals — ready for credit committee review or LOS integration.

How It Works

01

Statement Ingestion

Upload one or multiple bank statements in PDF or Excel. Multi-account consolidation supported.

02

Transaction Classification

Every debit and credit is classified — salary, rent, EMI, utilities, business receipts, transfers.

03

Risk Metric Calculation

Income score, FOIR, OD frequency, balance volatility, and repayment capacity computed automatically.

04

Assessment Report

Structured credit risk report generated — formatted for analyst review or direct LOS submission.

Who Uses This

Credit Analysts

Get pre-computed risk metrics for every applicant — spend time on judgment, not data extraction.

Risk Teams

Standardize credit risk scoring across all branches and channels with AI-consistent assessments.

Retail Lending

Rapidly score personal loan applicants with income stability and repayment capacity signals.

MSME Credit

Assess business borrowers using cash flow proxies when audited financials aren't available.

Credit Bureaus

Enrich bureau scores with real transactional behaviour data for more predictive risk models.

Fintech Lenders

Embed risk assessment into your origination funnel via API for fully automated credit decisioning.

Standardize your credit risk process

See a live credit risk assessment on a real statement — consistent, AI-driven, in under 2 minutes.

Book a Demo