Step 7 of 8

Forensics & Red Flags

Yahan hum ek Forensic Financial Detective ki tarah kaam karte hain. Indian Stock Market mein bahut si companies accounting tricks se fake revenue aur profits dikhati hain. Hum sikhenge bina CA bane in financial scams aur red flags ko 2 minute mein pehchanna!

Scam Detection Satyam, DHFL, Manpasand
~30 Survive Pure clean balance sheets
0% Pledging High Governance
Ye step kabhi skip na karein: Bahut saare retail investors financial numbers dekhkar attract ho jaate hain lekin forensic checks bhool jaate hain. Ek fraud stock mein invest karne par 90–99% capital wipe-out ho sakta hai!

Red Flag #1 — Promoter Pledging (Doom Loop Risk)

Governance Gate

Promoter Pledging kya hai?
Jab company ke promoters apne hi company ke shares ko bank ya NBFC mein "girvi" (collateral) rakh kar personal ya group loans uthate hain.

Kyun dangerous hai? The Doom Loop:
Agar share price thoda sa bhi gire, toh lender margin call dega. Agar promoter aur collateral na de sake, toh lender market mein un shares ko open market mein dump karega → Price aur giregi → Aur margin calls → Stock 50-80% crash!

Asli Indian Examples: Zee Entertainment (Essel Group), Reliance Communications (ADAG), CG Power.

Rule: Promoter Pledging hamesha 0% (ya maximum < 5%) honi chahiye.

Pledging = 0%: Clean & Safe Pledging < 5%: Minimal Risk Pledging > 20%: High Doom Loop Danger — Avoid!

Red Flag #2 — Receivables Fraud & Fake Sales (Channel Stuffing)

Revenue Quality

Fraud kaise kiya jata hai?
Company fictitious distributors ko paper par maal bech deti hai (Revenue recognize ho jata hai, Net Profit badh jata hai), lekin actual cash kabhi nahi aata! Ye fake amount balance sheet par Trade Receivables (Debtors) bankar jama hota rehta hai.

Kaise pakdein — The DSO Metric:
DSO (Days Sales Outstanding) = (Trade Receivables ÷ Annual Sales) × 365
Agar kisi company ki sales 20% badh rahi hai lekin Receivables 80% badh rahe hain (DSO 60 din se 180 din ho gaya), toh samajh jaao ki sales fake hain ya customers paise nahi de rahe!

Asli Indian Example — Manpasand Beverages: Manpasand Beverages 30%+ sales growth dikha raha tha, lekin unka CFO negative tha aur receivables sky-rocket ho rahe the. Deloitte auditors ne audit sign karne se mana kiya aur agle 6 mahine mein stock 95% crash ho gaya!

Debtor days < 90 AND Sales growth 3Years > 10

Red Flag #3 — Auditor Resignations & Qualified Opinions

Audit Integrity

Auditor resign kyun karta hai?
Koi bhi reputed auditing firm (Big 4 jaise Deloitte, EY, PwC, KPMG ya top Indian firms) bina kisi solid reason ke beech saal mein resign nahi karti. Agar auditor resignation de raha hai "due to lack of satisfactory information", iska seedha matlab hai ki management accounts mein chhed-chhad kar rahi hai.

Asli Indian Example: Satyam Computers (2009) aur IL&FS (2018). Hamesha Annual Report mein Independent Auditor's Report check karein — koi "Qualified Opinion", "Disclaimer" ya "Adverse Remark" na ho!

Red Flag #4 — Suspicious Related Party Transactions (RPTs)

Fund Siphoning Risk

Fund Siphoning kaise hoti hai?
Promoters listed public company ka paisa apni personal private entities mein transfer kar lete hain:
• Promoter ki private company ko "advance loan" dena jo kabhi wapas na aaye.
• Promoter ki real estate company se double rate par office space rent ya purchase karna.
• Consulting fees ke naam par crores pay karna.

Checklist: Annual Report ke "Notes to Accounts" mein Related Party Transactions section padhein. Total RPTs company ke revenue ke 5% se kam hone chahiye.

Piotroski F-Score (9-Point Forensic Model)
Academic Financial Health Score
Forensic Score
1. Ye kya hai? (What is it?)

Stanford Professor Joseph Piotroski ne 9 accounting signals ka ek scoring model banaya. Har positive signal par 1 point milta hai (Score 0 se 9):
• Score 8 – 9: Strongest financial health & improving operations.
• Score 0 – 3: Deteriorating financials, high distress & manipulation risk.

4. Ideal Range
Piotroski Score ≥ 7: High Quality Clean Accounts Piotroski Score 5 – 6: Moderate Piotroski Score ≤ 4: Financial Deterioration — Avoid
Step 7 Forensics Screener Query
Screener.in — Step 7 Forensic Safety Query
Market Capitalization > 500 AND Debt to equity < 1 AND Pledged percentage < 5 AND Debtor days < 90 AND Piotroski score >= 6 AND Return on capital employed > 15 AND Cash from operations > 0