Underwriting Insight

How Credit Managers Actually Evaluate Your File — The 6-Lens Framework

Every credit manager reads your file through the same six lenses. Understanding what each lens reveals helps you fix the right things before submitting.

Credit managers don't read files randomly — they use a structured 6-lens framework: CIBIL, banking, ITR, GST, obligations and collateral. Each lens has pass/fail thresholds and weighted scores. Understanding the framework lets you self-diagnose your file the way an underwriter will read it.

The 6 underwriting lenses

1. CIBIL lens

Score, recent enquiries, settled/written-off markers, unsecured trade count. Pass threshold varies by lender.

2. Banking lens

12-month average balance, bounce count, credit pattern, cash-deposit ratio, EMI debit pattern.

3. ITR lens

Last 2–3 years' declared profit, growth trend, EBITDA, DSCR computation basis.

4. GST lens

GSTR-1 / 3B turnover, reconciliation to ITR, compliance consistency (any pending returns?).

5. Obligations lens

Existing EMIs, FOIR computation, credit card utilisation, contingent liabilities (guarantees).

6. Collateral lens

For secured loans — property title, valuation, LTV, encumbrance, income from property.

How the lenses combine into a decision

Most lenders use a weighted scorecard: CIBIL 20%, Banking 20%, ITR 20%, GST 15%, Obligations 15%, Collateral 10% (for secured). A fail in any one lens doesn't always mean decline — a strong collateral lens can offset a borderline CIBIL, but a fail in CIBIL or banking usually kills the file regardless of strengths elsewhere.
  • CIBIL fail → auto-decline at most banks, regardless of other strengths
  • Banking fail → auto-decline; no amount of profit makes up for bounced cheques
  • ITR/GST fail → often approvable at NBFCs or with collateral
  • Obligations fail (FOIR) → approvable with co-applicant or longer tenure
  • Collateral strength → can lift an otherwise borderline file to approval

Self-diagnosis

Run your file through the 6 lenses before applying

  • Pull your CIBIL report — score, enquiries, any settled/written-off trades
  • Get 12 months of bank statements — count bounces, compute AMB
  • Pull last 3 years' ITR — compute average profit and growth trend
  • Pull GSTR-1 + 3B for 12 months — reconcile to ITR turnover
  • List all existing EMIs + credit card min dues — compute FOIR
  • List any properties you can offer as collateral — get indicative valuation

FAQ

Common questions

Which lens matters most?+

CIBIL and banking are pass/fail gates — a failure here usually means auto-decline regardless of other strengths. ITR and GST determine ticket size and rate. Obligations determine EMI affordability. Collateral can lift an otherwise borderline file. The order of importance is roughly: CIBIL ≥ Banking > ITR ≈ GST > Obligations > Collateral.

Can a strong collateral lens offset a weak CIBIL?+

Partially. A clean property at 50% LTV can rescue a 680 CIBIL file at most NBFCs and some private banks. But a 580 CIBIL with a written-off trade will usually be declined even with gold-standard collateral — the credit-hunger signal is too strong.

What if I'm strong on 5 lenses but weak on one?+

It depends which one. Weak on collateral → go unsecured, accept slightly higher rate. Weak on obligations → add co-applicant or prepay a small loan. Weak on ITR → wait a year or take a GST-based NBFC loan. Weak on CIBIL/banking → fix before applying anywhere; blind re-application compounds the problem.

Next step

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  • No CIBIL pull until strategy is agreed
  • No blind portal submissions
  • Review by a senior advisor — not a call-centre agent

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