Rathod Auto Components
Auto Components Mfg · Manufacturing · Pune, MH · 14 yrs · 11 on payroll
“Tier-2 OEM supplier sliding for five months: shrinking orders, stretching receivables, two EMI bounces. The early-warning case.”
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
₹30 LUPI inflow · 24 mo
₹1.0 LAccount balance · 24 mo
₹4,149Score, assembled — the waterfall
base 627 + six dimensions = 442Reason codes — why this score
TreeSHAP · score pointsOfficer review — the human decides
demo-local auditMunshi recommends Decline with improvement path. Every NAADI decision terminates at a human gate.
Red flags on the wire
- ▲ 2 EMI/NACH bounce(s) in the last 12 months
- ▲ 11 end-of-day negative balance days
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 — Rathod Auto Components
Manufacturing · Pune, MH · 14 yrs vintage · Data tier T3 · Proprietor: Vikram Rathod
NAADI Score: 442 ± 15 (Grade E) · PD(12m) 62.9% · Decline with improvement path
Recommendation: Decline with improvement path
Why (evidence-linked)
- -113.6 pts · Compliance — EPFO deposit regularity of 49%; ITC mismatch rate of 9.3%
[RC-C05] - -23.9 pts · Stability — seasonal swing of 111% around mean revenue; UPI inflow volatility of 33%
[RC-S02] - -23.8 pts · Liquidity — cash buffer of 0 days of outflow; worst-decile balance at 0% of monthly 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
- Zero EMI/NACH bounces; auto-review on first bounce
- 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.