Bank statement analysis interview questions with bureau checks

Which interview questions suit which credit role?

The 25 questions run from definitions to judgement calls, and the table shows where each level can start.

Credit bureau report interview questions

1. What is a Credit Information Report, and why does a bank obtain one?

A Credit Information Report (CIR) is the record a Credit Information Company (CIC) provides on a borrower’s credit accounts and repayment history. Paragraph 11 of the RBI Credit Risk Management Directions, 2025 requires a commercial bank to include suitable provisions in its loan policies or appraisal processes for obtaining CIRs from one or more CICs, so that credit decisions rest on credit information available in the system. How many CICs a bank uses is therefore a matter for its own policy under that paragraph.

2. Whose bureau reports matter for an unsecured MSME loan?

Bureau reports for an unsecured MSME loan usually cover both the business entity and the individuals behind it, such as promoters, partners or guarantors. In a small business, personal and business credit often overlap, so a clean entity report can sit beside a stressed promoter report. The exact list of people checked varies by institution.

3. How do you read days past due in a repayment history?

Days past due (DPD) shows how many days a payment was overdue at each reporting point in the repayment history. A good answer reads DPD on three tests:

• Recency: how close the delay is to the application date.
• Frequency: whether the delay was a single event or a pattern.
• Severity: how far overdue the account went, and on what size of loan.

A candidate should also ask why the delay happened, because the tolerance for delays varies by institution.

4. What is the difference between written-off, settled and restructured accounts?

Written-off, settled and restructured are bureau statuses that each signal past repayment difficulty in a different way. Exact labels vary across reports, so the working reads below are general practice.

5. What do bureau enquiries tell an underwriter?

Bureau enquiries show which lenders pulled the report and when, usually following a credit application. Several enquiries close together with no new loan opened may point to rejected applications or a pressing need for funds. Enquiries are a prompt for a question and do not prove stress on their own, because a borrower may simply have compared lenders.

6. How do you work out existing obligations from a bureau report?

Existing obligations come from listing every live facility on the bureau report and its monthly servicing cost, then checking each one against bank statement debits. Where a report does not show an EMI (equated monthly instalment), the candidate should get the figure from the sanction letter or the repayment schedule and not assume it. Closed loans still shown as live need a closure letter before removal from the list. Whether revolving facilities count at interest only or some other amount varies by institution.

7. How do you assess a borrower with a thin bureau file or no bureau record?

A thin bureau file means the borrower has little or no credit history, which is different from a bad credit history. The underwriter has less evidence, so bank statements, tax filings, trade references and promoter background carry more weight. Whether a new-to-credit borrower is eligible at all varies by institution.

8. What do you do when a borrower says a bureau entry is wrong?

A disputed bureau entry should stay in the assessment until the borrower provides evidence, such as a no-dues letter or closure letter from the lender concerned. The borrower should also ask the lender or CIC to correct the record. A candidate should record the dispute and the evidence in the credit note, and route any exception through the authority set by the institution.

9. Is a good bureau score enough to approve an unsecured MSME loan?

A good bureau score is not enough to approve an unsecured MSME loan, because the score reflects past credit behaviour and does not measure current cash flow. A borrower with a strong score may still have falling receipts or new undisclosed debt. For unsecured lending, the repayment case rests on cash flow, so the bank statement and financial documents still need to support the loan amount.

Bank statement analysis interview questions

10. How do you check that a bank statement is genuine?

A bank statement check starts with whether the document is internally consistent and matches the applicant. Useful checks are:

• The account name and account number match the application documents.
• The running balance recalculates correctly from each debit and credit.
• Dates run without gaps, and non-working-day entries make sense for the transaction type.
• Fonts, layout and file properties look consistent with the issuing bank’s format.
• A statement obtained directly from the bank agrees with the copy supplied, where the lender’s process allows this.

11. What statement period should an underwriter review?

The bank statement period is set by each lender’s policy, so a good answer explains the principle and does not quote one number as universal. The period should run up to a recent date and be long enough to show seasonal swings, repayment behaviour and any recent change in the business. A seasonal business needs a view across its strong and weak months.

12. How do you calculate average bank balance?

Average bank balance (ABB) is the average of the account’s closing balances on selected dates or across all days in the review period.

ABB = sum of closing balances observed / number of balances observed

The sampling dates, the review period and the treatment of CC and OD accounts differ by institution. A candidate should state the method used, because a different method can give a different ABB from the same statement.

13. How do you arrive at net business credits?

Net business credits are total statement credits less the credits that are not business receipts. Items usually removed are:

• Transfers between the borrower’s own accounts.
• Loan disbursals and limit drawdowns.
• Capital or promoter funds introduced.
• Refunds, reversals and returned-instrument entries.
• Proceeds from breaking deposits or selling investments.

Net business credits should then be compared with Goods and Services Tax (GST) returns, income tax returns and the stated turnover. Any gap needs an explanation.

14. What is the difference between an inward and an outward return?

An inward return is an instrument issued by the account holder that was presented for payment and returned unpaid, while an outward return is an instrument the account holder deposited that came back unpaid. An inward return reflects on the borrower’s own payment behaviour. An outward return reflects on the quality of the borrower’s customers. The return reason matters too, because insufficient funds says more about liquidity than a technical reason such as a signature mismatch. Terminology can differ between institutions, so a candidate should define the term before giving a count.

15. How do you read cash credit and overdraft utilisation?

Cash credit (CC) and overdraft (OD) utilisation shows how much of the available limit the borrower actually uses.

Utilisation = average drawn balance / available limit, as a percentage

Paragraph 4 of the RBI Credit Risk Management Directions, 2025 defines CC as a running account facility against goods, book debts and similar security, with drawing power (DP) determined periodically from the value of eligible current assets. The same paragraph defines OD as a facility to draw an agreed sum beyond the credit balance, which may be secured or clean.

As working practice, an account sitting at its limit with little movement suggests tight liquidity. Regular swings in the balance suggest receipts are flowing through the account. Drawings above DP or the limit should be explained.

16. How do you find undisclosed loans in a bank statement?

Undisclosed loans usually appear in a bank statement as recurring debits of similar amounts on similar dates, often through NACH (National Automated Clearing House) mandates or payments to lender names. A candidate should also look for large credits that resemble disbursals and regular round-sum payments to individuals, which may point to private borrowing. Each such item should be matched to the bureau report and then raised with the borrower.

17. How do you read heavy cash deposits in a bank statement?

Heavy cash deposits in a bank statement need to be judged against the borrower’s business model, since cash is normal in some trades and unusual in others. Warning signs include cash arriving just before EMI dates, cash that leaves the account soon after deposit, and deposits that do not fit the declared turnover or customer type. Where sales are mostly cash, the candidate should test them against stock purchases, GST filings and other records.

RBI account rules and red-flag interview questions

18. What is a pass-through account, and what does RBI say about it?

A pass-through account is used to move third-party funds and does not reflect the account holder’s own business. Paragraph 91L of the RBI Credit Risk Management Directions, 2025, in force from April 01, 2026, requires a bank to ensure that accounts are used only for the holder’s authorised business or activities and are not used as pass-through channels for third-party transactions. Entities licensed or authorised by a financial sector regulator may carry out third-party transactions within the scope of that authorisation.

Paragraph 91N requires robust monitoring, including ways to flag unusually high transaction volumes, frequent pass-through activity, and transactions inconsistent with the stated line of business. These paragraphs apply to accounts a bank maintains. An underwriter can apply the same logic as working practice when reading any applicant’s statement, looking for same-day credits and debits in matching amounts, or repeated flows with related parties.

19. Why should an underwriter ask for all operative bank accounts?

An underwriter should ask for all operative bank accounts because any one account can overstate or understate the borrower’s real cash flow. Transfers to accounts that were not supplied are a useful sign that the picture is incomplete. On monitoring, paragraph 91K of the RBI Credit Risk Management Directions, 2025, in force from April 01, 2026, requires banks maintaining multiple accounts for a borrower to monitor the accounts, transactions and cash flows at both borrower level and account level.

20. What does the ₹10 crore threshold mean for current and overdraft accounts?

The ₹10 crore threshold in Chapter XIA of the RBI Credit Risk Management Directions, 2025, in force from April 01, 2026, decides whether a commercial bank can maintain current and OD accounts without restriction.

The paragraph 91D(1) test is a minimum 10 per cent share of the banking system’s aggregate exposure or of its aggregate fund-based exposure to the borrower. Provisos cover cases such as no bank or only one bank meeting the test, and paragraphs 91G and 91H set out exemptions and related conditions.

Exposure here means all sanctioned fund-based and non-fund-based facilities from the banking system, as defined in that Chapter. CC facilities are not restricted by the Chapter, under paragraph 91B.

21. What is a collection account, and how does it change statement analysis?

A collection account is a current or OD account used primarily to receive the account holder’s cash inflows, as defined under paragraph 91D of the RBI Credit Risk Management Directions, 2025, in force from April 01, 2026. Paragraph 91F requires funds credited to it to be remitted within two working days to a designated CC, current or OD account. Statutory dues such as taxes, and any dues to the bank maintaining the collection account, may be debited first.

As working practice, this changes how a statement is read. Fast outflows from a collection account may simply follow the rule and need not indicate diversion. The candidate should ask for the designated account statement, because the balances and most payments will sit there, and ABB from a collection account alone may understate liquidity.

22. Why might a term loan disbursal not appear as a credit in the borrower’s statement?

A term loan disbursal may not appear as a borrower credit because the money may have gone straight to a supplier or other beneficiary. Paragraph 91O of the RBI Credit Risk Management Directions, 2025, in force from April 01, 2026, says term loans sanctioned by a bank shall preferably be remitted directly to the intended beneficiary’s account or for the specified end-use, where the beneficiary is identifiable. A missing credit therefore needs checking against the sanction letter and disbursal advice before anyone treats the loan as hidden or misused.

Interview questions on combining bureau and banking analysis

23. How do you reconcile a bureau report with bank statements?

Bureau and bank statement reconciliation means matching every live loan on the report to a repayment debit, and every lender-type debit in the statement back to a loan on the report. Mismatches are where the useful questions come from.

The credit note should state the mismatch, its amount, the borrower’s explanation and the evidence obtained. Decisions on the exception sit with the authority set by the institution.

24. Can an underwriter rely on a third-party bank statement analysis report?

An underwriter should treat a third-party bank statement analysis report as an input to be checked and should not treat it as the appraisal itself. Paragraph 7 of the RBI Credit Risk Management Directions, 2025 requires a commercial bank to carry out independent and objective credit appraisal in all cases, and not to depend on credit appraisal reports prepared by outside consultants, especially in-house consultants of the borrowing entity. That paragraph does not mention statement analysis software. As working practice, a candidate should spot-check any tool’s output against the source statement, particularly its tagging of non-business credits and loan debits.

Worked example, made-up numbers

25. How would you summarise this borrower’s bureau and banking data? (made-up numbers)

This made-up borrower is a small trading firm with one current account, and all figures below are invented to show the method.

Other made-up facts for the same three months:

• GST invoice value including tax was ₹72.0 lakh.
• 40 debit instruments were presented. 3 were returned: 2 for insufficient funds and 1 for a signature mismatch.
• The bureau report shows two live term loans with EMIs of ₹0.90 lakh and ₹0.60 lakh.
• The statement shows those two EMI debits, plus a monthly ₹0.45 lakh debit to a lender not on the bureau report.

A strong summary of these made-up numbers would say:

• June total credits rose 21.4% over May (34.0 against 28.0), but net business credits stayed at ₹25.0 lakh, so the rise came entirely from non-business credits.
• ABB fell each month, from ₹5.2 lakh to ₹4.4 lakh, while net business credits slipped only slightly.
• Net credits exceed GST invoice value by ₹4.0 lakh, which needs an explanation.
• The 2 insufficient-funds returns need dates and reasons, and the signature mismatch should be reported separately.
• The ₹0.45 lakh debit raises obligations from ₹1.50 lakh to ₹1.95 lakh a month, so the candidate should identify that lender before relying on any repayment ratio.

Whether these ratios are acceptable depends on the limits set by each institution.