Ganpati Constructions
Construction Contractor · Construction · Ahmedabad, GJ · 12 yrs · 65 on payroll
“Capable contractor trapped in lumpy government receivables — long dry spells, then a flood. Referral case: viable with covenants.”
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
₹37 LUPI inflow · 24 mo
₹1.5 LAccount balance · 24 mo
₹11,588Score, assembled — the waterfall
base 626 + six dimensions = 543Reason codes — why this score
TreeSHAP · score pointsOfficer review — the human decides
demo-local auditMunshi recommends Offer starter product. Every NAADI decision terminates at a human gate.
Red flags on the wire
- ▲ 3 EMI/NACH bounce(s) in the last 12 months
- ▲ Turnover declining 10.2%/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 — Ganpati Constructions
Construction · Ahmedabad, GJ · 12 yrs vintage · Data tier T2 · Proprietor: Jignesh Trivedi
NAADI Score: 543 ± 25 (Grade D) · PD(12m) 21.9% · Small-ticket starter products
Recommendation: Offer starter product
Why (evidence-linked)
- -26.9 pts · Stability — seasonal swing of 226% around mean revenue; turnover volatility of 84%
[RC-S02] - -25.7 pts · Compliance — EPFO deposit regularity of 74%; average GSTR-3B filing delay of 0.6 days
[RC-C05] - -13.8 pts · Liquidity — worst-decile balance at 0% 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
- 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.