Forensic Governance Analysis for Indian Stocks

Why "Management Quality" Is Not Enough

Every experienced Indian investor has a story. A company with a clean balance sheet, strong promoter pedigree, and consistent analyst upgrades — that quietly started slipping. First the guidance accuracy fell. Then a related-party transaction appeared in the footnotes. Then the promoter's pledge percentage crept up from 0 to 12% to 31% over three years, always disclosed in filings, always not quite reaching the "alarming" threshold in any single quarter.

By the time it was obvious, the stock had already corrected 45%.

The problem isn't information scarcity. BSE filings, SEBI disclosures, annual reports, concall transcripts — every piece of evidence was publicly available. The problem is that governance analysis for Indian stocks is almost universally qualitative. It remains at the level of "management seems credible" or "there are some RPT concerns."

The Forensic Governance template (Template 6, v2.4.0) converts governance evaluation from impressionistic to forensic. Every judgment must be backed by a number, a percentage, or a documented pattern. No free tool does this for Indian stocks at this level of specificity.

What Makes This Template Unique

The template feeds on the same document URLs already extracted by the Documents section — concall transcripts, annual reports, investor presentations, credit ratings. No additional data extraction or setup is required. Every Indian company page on Screener.in automatically generates a Forensic Governance-ready prompt the moment you visit it.

The 5-Analyst Forensic Team

The Forensic Governance template deploys five specialized analysts simultaneously, each examining a different dimension of governance quality. Unlike Template 5 (Deep Research), which is sequential, Forensic Governance runs five independent forensic investigations that are synthesized into a unified risk assessment at the end.

Analyst 1 — Business & Strategy

Examines the gap between stated strategy and actual execution. Not "is the strategy good?" but "was last year's stated strategy actually executed?"

• Stated FY goals from last year's annual report vs. actual FY outcome
• Number of major strategic pivots in the last 5 years and the management narrative for each
• Revenue mix guidance vs. actual mix (e.g., "exports to 40% of revenue" — actual: 28%)
• Guidance credibility score: percentage of directional guidance that proved accurate over 8 quarters

Analyst 2 — Financial Quality & Earnings Integrity

Audits whether reported profits represent genuine economic value creation or accounting construction.

• CFO/PAT ratio for each of the last 5 years as a table — ratio below 0.7 for 2+ consecutive years is a red flag
• Working capital trend: debtor days, inventory days, creditor days — is the cycle expanding?
• Receivables ageing: what % is overdue by more than 90 days?
• Frequency and magnitude of "exceptional items" over 5 years
• Contingent liabilities as % of net worth from Notes to Accounts

Analyst 3 — Corporate Governance & Promoter Behaviour

The most quantitatively demanding analyst. Every finding must be expressed as a number or percentage, not a qualitative assessment.

• RPTs as % of revenue: Total related-party transactions as a percentage of revenue for each of the last 3 years
• RPTs as % of expenses and total assets: Cross-reference to prevent masking
• Promoter pledging trend table: Year-by-year pledging percentage for the last 5 years — trend is what matters, not the current number
• CMD/MD total remuneration as % of PAT, compared to sector median
• % independent directors, average tenure, attendance record
• CARO remarks: any auditor qualifications in the last 3 years?
• Auditor changes in 10 years and the stated reason for each

Analyst 4 — Earnings Call Language

Analyzes the text of concall transcripts for specific evasion and deflection patterns — not just tone or sentiment.

• Question avoidance rate: across the last 4 concalls, what % of analyst questions were answered with (a) data, (b) deflection, (c) vague commitment, or (d) redirection?
• Blame-shifting patterns: when results missed, did management attribute causes to internal or external factors? Tabulate the ratio.
• Selective metric reporting: was any KPI prominently cited when improving but dropped from commentary when it deteriorated?
• Guidance consistency: did management maintain the same guidance range or shift it downward quarter after quarter ("guidance migration")?
• Cross-quarter narrative consistency: were fundamentally different explanations given for the same phenomenon in consecutive quarters?

Analyst 5 — Capital Allocation & Long-Term Risk

Evaluates whether the people who run the company are deploying capital in ways that compound shareholder wealth.

• Capex ROI: for major capex programs, what was the announced expected return vs. actual ROCE improvement in the 3 years post-commissioning?
• All acquisitions in the last 10 years: price paid, stated strategic logic, and actual integration outcome
• All equity dilution events (QIPs, rights issues, ESOP grants) in the last 10 years and what the capital was used for
• Total capital returned to shareholders over 5 years vs. total free cash flow generated
• Business model risks not discussed in investor calls but visible from sector trends or regulatory filings

The Patterns Forensic Governance Catches

The CFO/PAT Divergence Trap

A company reports ₹500 Cr PAT for three consecutive years. But the CFO/PAT ratio table tells a different story:

The profit keeps growing. The cash conversion keeps collapsing. This pattern — entirely invisible in headline P&L analysis — is one of the most reliable precursors to accounting restatements, working capital blowouts, or equity dilution. Forensic Governance mandates this table; Template 3 may or may not include it.

The Pledging Trend That's Never "Alarming"

Most investors check the current pledge number. The Forensic Governance template requires a 5-year trend table:

In each individual year, the number might not trip any alarm. But the trend — consistent pledge increase + concurrent promoter stake reduction — tells a clear story: the promoter is levering personal finances against company shares while gradually reducing exposure. This pattern frequently precedes forced selling or major corporate actions.

Metric Shopping in Earnings Calls

The Earnings Call Language analyst is specifically trained to detect metric shopping — the practice of citing a KPI prominently when it's favorable, then silently dropping it from commentary when it deteriorates.

• A pharma company citing "emerging markets revenue CAGR of 28%" for 3 quarters, then switching to "overall international growth" when the specific segment slowed
• An IT company tracking "deal win rate %" prominently, then switching to "TCV per deal" when win rate fell
• A retail chain citing "same-store sales growth" through expansion, then switching to "total system revenue" when SSSG turned negative

Governance Scoring & When to Use This Template

The 4-Tier Governance Risk Classification

The synthesis section produces an overall Governance Risk Score based on the five analysts' findings:

Template 3 vs Template 6: When to Use Which