Noor Fashion House
Fashion Boutique · Apparel Retail · Lucknow, UP · 4 yrs · 1 on payroll
“Young boutique formalising fast — filings improving quarter on quarter, Instagram-driven UPI sales climbing.”
The NAADI six — dimension radar
Can the business absorb a shock this month?
How steady is the cash engine?
Which direction is the business moving?
Does it honour its obligations?
Is the regulatory house in order?
How fragile is the revenue base?
Score trajectory — 12-month rolling rescore
Each point is the score NAADI would have produced with only the data visible that month — deterioration surfaces quarters before a default.
GST turnover · 24 mo
₹3.4 LUPI inflow · 24 mo
₹3.1 LAccount balance · 24 mo
₹9,871Score, assembled — the waterfall
base 627 + six dimensions = 632Reason codes — why this score
TreeSHAP · score pointsOfficer review — the human decides
demo-local auditMunshi recommends Refer to credit committee. Every NAADI decision terminates at a human gate.
Red flags on the wire
- ▲ Turnover declining 5.0%/month over 6 months
Stress lab
rescored, not guessedWhat-if — the path to a better score
Counterfactuals over actionable levers only. Shown to the borrower — a decline is never a dead end.
Early-warning triggers armed
- ● 3-month turnover drawdown > 25% vs trailing average
- ● Two consecutive delayed GSTR-3B filings
- ● End-of-day negative balance on > 5 days in any month
Sensitivity lab — drag a lever, the brain answers
1-D partial dependence · precomputed through the trained model · one lever at a timeUnderwriting memo — drafted by Munshi
LLM writes prose · engine writes numbersUnderwriting Memo — Noor Fashion House
Apparel Retail · Lucknow, UP · 4 yrs vintage · Data tier T1 · Proprietor: Noor Fatima
NAADI Score: 632 ± 40 (Grade C) · PD(12m) 6.5% · Refer: mitigants / secured variant
Recommendation: Refer to credit committee
Why (evidence-linked)
- +19.5 pts · Concentration — top-3 payers at 9% of revenue; refund/reversal rate of 1.1%
[RC-K06] - +5.3 pts · Compliance — EPFO deposit regularity of 88%; 7 consecutive months of on-time GST filing
[RC-C05] - +1.6 pts · Repayment — 0 EMI/NACH bounce(s) in 12 months; existing obligations at 6.2% of turnover
[RC-R04] - -9.1 pts · Stability — turnover volatility of 21%; UPI inflow volatility of 25%
[RC-S02] - -6.2 pts · Growth — payroll wage growth of +0.5%; 6-month turnover trend of -5.0%/month
[RC-G03] - -5.8 pts · Liquidity — worst-decile balance at 1% of monthly outflow; cash buffer of 1 days of outflow
[RC-L01]
Policy guards applied
- Liquidity floor: buffer < 15 days — limit reduced 20%
Covenants
- Maintain minimum average balance of 15 days' outflow
- File GSTR-3B on or before due date throughout the loan tenor
- Route >= 60% of business receipts through the IDBI current account
Early-warning triggers
- 3-month turnover drawdown > 25% vs trailing average
- Two consecutive delayed GSTR-3B filings
- End-of-day negative balance on > 5 days in any month
Prepared by Munshi. Every figure traces to a consented data rail; final authority rests with the sanctioning officer.