AI Loan Underwriting & Credit Risk Copilot

A fast-growing digital lending platform was processing over 250,000 loan applications monthly, but credit analysts spent considerable time manually reviewing bank statements, income documents, KYC records, GST filings, and bureau reports. Manual underwriting created delays of up to two days, increased operational costs, and limited the company's ability to scale during peak demand.

• Different analysts interpreted financial information differently.
• Variations in risk assessment and approval outcomes across teams.
• Document fraud was difficult to detect with manual reviews.
• No unified view of an applicant's financial health across systems.

DevSecCops built an intelligent assistant that automated document analysis, extracted financial insights, assessed borrower risk, and generated explainable credit recommendations. Rather than replacing underwriters, the platform empowered them with timely insights, policy-aware recommendations, and clear reasoning.

• Automated extraction from bank statements, salary slips, income tax returns, and GST filings.
• Financial health analysis: monthly income stability, expense patterns, cash flow consistency, debt-to-income ratios.
• Fraud detection identifying tampered documents, duplicate identities, and suspicious transaction behavior.
• Consolidated financial overview in a single underwriting workspace.

For every application, analysts received overall risk scores, top positive indicators, key risk flags, recommended loan amounts, suggested repayment tenures, and natural language justifications. Analysts made faster and more consistent decisions with transparent, explainable recommendations backed by lending policies and regulatory guidelines.

• 78% reduction in manual document review time.
• Average loan approval time reduced from 36 hours to under 4 hours.
• 35% increase in analyst productivity.
• 31% reduction in fraudulent loan applications reaching approval.
• Consistent underwriting decisions across teams.
• Improved customer experience through faster approvals and transparent communication.