Alpha with AI

Alpha with AI

IPO Financial & Strategic Dashboard

Decode IPOs with AI

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Alpha with AI
Nov 21, 2025
∙ Paid

Hi everyone,

If you’re receiving this email for the first time, it’s because you’d earlier given me permission on LinkedIn to receive my AI-based research tools and long-form prompts for finance and investing.

Thanks for reading Alpha with AI! Subscribe for free to receive new posts and support my work.

What’s Inside This Newsletter

You’ll receive:

  • DRHP-Based IPO Dashboard Prompt

  • Reference Post: full walkthrough of the boAt IPO analysis

  • Interpretation Notes: how to read DRHP anomalies and red-flags

  • Example Dashboard Output(boAt IPO)

  • How to instantly visualise any IPO with AI

Decode IPOs with AI

Using AI to read DRHPs, highlight red flags, and generate institutional-style IPO dashboards

This week’s Alpha with AI edition is built around one simple idea:

Most investors never read the DRHP properly.

Every Indian IPO starts with a Draft Red Herring Prospectus.

It contains 300–500 pages of details on promoters, financials, risks, related-party transactions, valuation logic, and disclosures.

But nobody has the time to read all of it.

So we built an AI toolkit that does it for you.

The DRHP-Based IPO Dashboard reads the entire prospectus, highlights the red flags, extracts all financial tables, maps promoter history, scans key risks, and gives you a complete visual dashboard in under ten minutes.

This tool works for any Indian IPO simply by entering the company name.

Inside the toolkit, you’ll get:

  • A full DRHP Visual Dashboard Prompt

  • A complete analysis flow used by analysts

  • A structured IPO mapping framework

  • A real example: boAt (Imagine Marketing Ltd) DRHP analysis

DRHP-Based IPO Dashboard Prompt

This AI prompt reads a company’s entire DRHP and converts it into a structured 12-tab Bloomberg-style dashboard.

It covers:

  • Executive Summary

  • Business Overview

  • Industry Landscape

  • Financials

  • Balance Sheet and Leverage

  • Cash Flow Profile

  • Promoter and Management

  • Peer Comparison

  • Valuation Map

  • Key Risks and Red Flags

  • Analyst Notes

  • Overall Assessment

Everything is derived from the company’s own filings.

Tool Demo

Still reading DRHPs manually?

AI can now decode an entire IPO prospectus in minutes.

This week we tested it on boAt (Imagine Marketing Ltd), one of India’s most watched upcoming IPOs.

The dashboard instantly surfaced red-flags most investors would miss:

  • Both co-founders stepped down 29 days before the DRHP filing

  • Attrition rate disclosed at 34 percent

  • Revenue CAGR (FY23–FY25) at negative 4.6 percent

  • FY24 PAT at minus 80 crore, suddenly flipping to plus 61 crore in FY25

  • Revenue stagnation and wearables collapse under key risk disclosures

All of this was automatically extracted and highlighted by the dashboard.

You’ll find the reference post inside this edition.

⚙️ Setup Instructions (Perplexity Labs)

  1. Log in to www.perplexity.ai

  2. and ensure you have an active Pro plan.

  3. Navigate to Labs from the left sidebar.

  4. Enable Web Access and Data Extraction for SEC filings (for global).

  5. Copy and paste the relevant prompt from this article (Indian or Global version).

  6. Insert the IPO company name and ticker as input (e.g., boAt).

  7. Wait 10–15 minutes for results, the AI will automatically build a Multiple-tab visual dashboard with tables, charts, and commentary.

That’s it.

You’ll have an institutional-grade IPO dashboard ready, directly inside your browser.

If You’re Not a Perplexity Pro User

For users outside India:

  • You can subscribe to Perplexity Pro directly at $240/year from perplexity.ai/pro

For users in India:

  • Airtel users get 1 year of Perplexity Pro completely free, thanks to a partnership between Airtel and Perplexity.

  • Simply apply through your Airtel Thanks app or Airtel staff support to activate the benefit.

Alternatively, if you prefer to subscribe directly —

  • you can get 1 month of Perplexity Pro free through my Comet Browser referral link — https://pplx.ai/shubhamsbo10661

  • Just log in via Comet Browser, and you’ll automatically receive one month of Pro access for testing the prompt suite.

Why This Tool Matters

The DRHP is the truth document.

Every line inside it is legally binding.

But hidden across hundreds of pages, the most important signals get buried:

  • Sudden promoter exits

  • Accounting anomalies

  • Related-party dependencies

  • Segment-level collapses

  • Debt repayment strategies

  • Margin manipulation

  • Key customer concentration

  • Financial swings before listing

AI brings all those signals to the surface instantly.

The goal of this tool is not to replace judgment, but to speed up clarity.

A process that usually takes analysts 2–3 days can now be compressed to ten minutes.

How It Works

Reads the company’s DRHP via Perplexity.

Extracts all financials, management disclosures, and risk sections.

Breaks them into structured tabs.

Highlights inconsistencies and pattern shifts.

Builds a complete dashboard ready for analysis.

No manual reading required.

No downloading PDFs.

No searching for data.

Just structured interpretation.

Example Dashboard Output

You’ll find the complete boAt dashboard inside this edition.

It includes:

  • Revenue, EBITDA, PAT trends

  • Leverage profile

  • Promoter exits

  • Segment-level trends

  • Valuation comparison

  • Key risks

  • Industry view

  • Post-IPO shareholding

Everything is automatically generated from the DRHP.

Click to View: Dashboard Output

How to Read DRHP Data

The dashboard highlights signals across four blocks:

  1. Promoter and Management

  2. Look for exits, ownership drops, sudden structural changes.

  3. Financial Pattern Shifts

  4. Negative CAGRs, sudden profitability improvements, margin reversals.

  5. Concentration and Dependencies

  6. Customer, geography, vendor, segment reliance.

  7. Key Risks

  8. Read the risk section carefully. It often reveals what management will never say publicly.

Quick rule:

If promoter behavior and financial trend diverge, look deeper.

Who It’s For

Anyone who analyses IPOs:

  • Equity analysts

  • Investment advisors

  • PMs

  • Traders

  • Students preparing for research roles

  • Founders studying market signals

  • Retail investors who want more than social-media opinions

Framework Used

DRHP Forensic Framework

  • Reads promoter history

  • Identifies financial shifts

  • Maps segment-level weakness

  • Extracts legal and regulatory disclosures

  • Highlights operational anomalies

  • Compares peer valuation

  • Scores disclosure clarity

This is typically how institutional analysts read a DRHP, now automated.

Access the Toolkit

Simply copy the prompt, paste it into your Perplexity Labs workspace, enter the IPO name, and run it.

Execution time: 8–10 minutes for a complete IPO dashboard.

Prompt

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