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Swathi Rajagopal

she/her

Swathi Rajagopal

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4h ago

How Is AI Changing KYC Quality Checks (QC) in Lending?

How AI KYC automation helps banks and NBFCs identify document mismatches, validate customer information and improve verification.

Illustration of KYC documents, including two identity cards and an address proof, flowing into a KYC quality check panel that shows name match, date of birth and document validity confirmed, with the address flagged for review.

Swathi Rajagopal

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5h ago

What is a Bank Statement Analyser?

A bank statement looks like a boring list of dates and numbers. But read it closely and it tells a story. Where the money comes from, where…

AI-powered bank statement analyser converting bank statement transactions into income analysis, expense categorisation, EMI obligations, cash flow insights and exception

Swathi Rajagopal

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4d ago

Gold loan growth is changing. Is servicing?

Why India’s gold loan lenders need to rethink renewals, borrower retention and branch operations.

Gold Loan Growth Is Changing. Is Servicing? Illustration showing rising gold-loan growth, customers queuing at a branch, gold jewellery, and a smartphone offering digital interest payments, loan renewals, top-up checks, and loan tracking.

Swathi Rajagopal

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Oct 24

What do lenders look for in a company’s financial statements?

Before a business loan is approved, the numbers tell a story and here’s how lenders read it.

Three icons illustrating how lenders read financial statements: a balance sheet shown as an X-ray, a profit and loss statement shown as a fitness record, and a cash flow statement shown as a pulse reading, for the blog “What Do Lenders Look For in a Company’s Financial Statements?”

Swathi Rajagopal

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Oct 24

What can AI read from a proof of delivery?

A signed POD holds more than a signature. What can AI extract, and where it stops?

Illustration of a phone scanning a paper proof of delivery with a handwritten note saying two cartons are damaged, a signature and a received stamp. An arrow points to a panel of extracted data showing recipient, delivery date, LR number, quantity received, a signature marked as present, and remarks flagged as damaged for review.

Swathi Rajagopal

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Oct 24

Why are Indian lenders looking beyond the credit score?

A credit score shows where a borrower has been. A bank statement shows how they live today.

Illustration on a dark blue background showing a faded credit score dial with a question mark on the left, and an arrow pointing to a bright bank statement on the right. The statement shows a rising cash-flow chart and a list of rupee transactions, with a magnifying glass examining one incoming payment.

Swathi Rajagopal

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Oct 19

AI in Credit Underwriting — where human judgment still matters

Credit underwriting requires lenders to assess income, repayment history, existing obligations, and supporting documents before making…

AI in Credit Underwriting — where human judgment still matters

Swathi Rajagopal

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Oct 19

How LLMs and RAG are changing bank statement analysis

Reading a bank statement is one thing. Understanding what the numbers mean, and finding the right answers when they matter, is another.

How LLMs and RAG are changing bank statement analysis, illustrated with AI-powered document processing, financial transaction data, and conversational insights.

Swathi Rajagopal

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Oct 4

How bank statement analysis strengthens credit underwriting in financial institutions

Credit underwriting has always depended on understanding one fundamental question: can the borrower repay the loan?

How bank statement analysis strengthens credit underwriting in financial institutions

Swathi Rajagopal

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Sep 27

How AI is transforming banking services

AI is fundamentally changing how banking services operate, not just in terms of efficiency, but in how decisions are made and how customers…

How AI is transforming banking services

Swathi Rajagopal

Swathi Rajagopalshe/her

Enterprise technology storyteller focused on AI, Cloud, Intelligent document automation, Cybersecurity. I am fluent in English, German, Tamil, Hindi.

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