Research you can trace

Any sector, and any company in it, analysed in under 15 minutes: a designed PDF, a working Excel and an interactive report, every figure linked to the page it came from.

Founding cohort: places are limited, and the first dossier is on us.

New dossier · SectorReady to download
SectorCapital markets and broking, India
  1. Listed companies40 companies across 3 industries
  2. Industry pagesGrowth estimates verified before print
  3. FiguresEvery figure matched to its Reference Link
  4. FilesPDF, Excel and interactive report
Illustrative run on the sample sectorGet the three files

1,00,000+ websites

In reach of every run: the regulators' registers, government data, company sites, filings and the financial press. The pages your analysts already open for research are covered. A run starts wide and narrows to the relevant few in minutes, not hours.

Identity, verified

Before a single sentence is written, every company and fund is confirmed against the regulator's own record: the listing, SEBI's register and the people named in them. A namesake never gets into the file, so the accuracy starts on line one.

Tuned for India

Every source an Indian desk relies on is wired in once and read the same way on every run. The hundredth dossier comes out as good as the first: consistent, repeatable, and at a fraction of what a manual desk costs.

  1. SEBI
  2. RBI
  3. data.gov.in
  4. MoSPI
  5. PIB
  6. Company sites
  7. Annual reports
  8. 1,00,000+ more
  9. Corroborate
  10. Reconcile
  11. Cite

Figures checked

Every page is scanned, filtered and cross-checked before anything moves on. A figure needs a second page that agrees with it; one that does not is set aside, never printed. Only checked figures go on to the binding.

Checking an illustrative run0%
Pages scanned0
Relevant, kept0
Figures matched twice0
Set aside, not printed0
Pages cited0

Scanning…

Bound in 15 minutes

A designed PDF, an Excel workbook your desk can rework and an industry-first interactive report, with your firm's name on the cover. Under fifteen minutes from start to finish, nothing left to retype, and the same quality on every run.

Cover of a sample AIF dossier for Northwind Growth Opportunities Fund, a fictional fund

Any sector, any company

Open the dossier and the sector unfolds, page after page: its size and growth, the news that moved it, policy and headwinds, then every listed company set against its peers.

Some thirty pages and a working Excel from one run, with any one company in depth and every figure linked to the page it came from.

Next, the same engine goes deep on any AIF or PMS, as a competitor or a partner.

One run, four stops

Data comes in from thousands of sources, from the regulators' registers to company filings. A smart, AI-encoded filter keeps only what is relevant and useful, and the waste is thrown out. What survives is rebuilt in Excel, verified figure by figure and published as a PDF and an industry-first interactive HTML report, within 15 minutes.

Point at a stop, or tap it, to hear it work.

RestPoint at a stop along the line.

One figure, end to end

Found on a public page

"…the fund has a target corpus of Rs. 1,000 crore with a green-shoe option of Rs 500 crore…"

The financial pressfetched

First it is fetched.

Target corpus
₹1,000 crore
Corroborated5 independent pages

Then it is checked.

Overview at a glance

The target corpus is stated as ₹1,000 crore with a green-shoe option of ₹500 crore, and commitments reported at ₹750 crore at final close.

Reference Links 3, 5written

Then it is written.

AIF · Fund and scheme details
Target corpus₹1,000 crore
Green-shoe₹500 crore
Final close₹750 crore
PDF · Excel · Webbound

Last it is bound.

Two dossiers, three files

Start with a whole sector: its size and growth, the news that moved it, its headwinds and challenges, and the technology on its way in. Then every company in it, set against its competitors, so you see who is performing and who is not. Go deeper on any AIF or PMS, add your own documents, and every run ends in the same three files.

Sector Dossier

PDF · Excel · Web

Any sector, sized and mapped in under 15 minutes. Market size and verified growth estimates; the news that moved it this year; headwinds, challenges and regulation; the technology coming in. Then every listed company, set against its competitors on growth, margins, returns and multiples, so you see who is pulling ahead, and any one of them in depth.

  • Market size
  • Growth
  • News
  • Headwinds
  • New technology
  • Peers compared
  • Any company
The sector-at-a-glance page of a sample sector dossier on stock broking and capital markets in India

AIF / PMS Dossier

PDF · Excel · Web

Then any fund manager, as a competitor or a partner. The SEBI record first, then AIF and PMS registrations, linked entities, the people and where they worked before, business lines, deals, news and compliance history, and how the manager stands against its peers.

  • SEBI identity
  • Linked registrations
  • People
  • Deals and news
  • Compliance
  • Peers
The overview page of a sample AIF dossier on Northwind Growth Opportunities Fund, a fictional fund

Your own documents, read in

Any PDF

Add an annual report, a rating rationale or a vendor's PDF. Its facts are read alongside the web's and cited back to the page of the document they came from, in the same list of Reference Links, so nothing your desk already knows is lost.

  • Annual reports
  • Rating rationales
  • Vendor reports
  • Board notes
The contents page of a sample dossier, listing fourteen sections and seventeen Reference Links

PDF, Excel and interactive

Three files

Every dossier ships three ways: a designed PDF with a Reference Link beside every figure, an Excel workbook that recalculates when your desk changes an assumption, and an industry-first interactive HTML report to share. Same structure every time, so a shortlist reads side by side.

  • Designed PDF
  • Working Excel
  • Interactive HTML
A page of a sample dossier showing research coverage by section and the evidence behind each

Same format, every quarter

The engine is tuned and hardened, so a dossier comes out in the same order, with the same tables, every time. Run a company today and again three months later, put the two side by side, and every change stands out line by line.

  • The same sections, in the same order
  • The same tables and the same ratios
  • A Reference Link beside every figure, both times
IND4AI ResearchCompany note · p. 4 of 30

Stockbroking · India

Kestrel Securities

Run on 24 Oct 2026

At a glance, 24 October 2026
Revenue, last 12 months₹1,184 cr
Operating margin41.2%
Return on capital employed24.6%
Active clients18.4 lakh
Share of exchange turnover3.1%
Debt to equity0.42
Promoter holding54.8%
Rank on revenue growth6 of 31
News items this quarter7
Reference Links17 pages cited
IND4AI ResearchCompany note · p. 4 of 30

Stockbroking · India

Kestrel Securities

Run on 24 Jan 2027

At a glance, 24 January 2027
Revenue, last 12 months₹1,296 cr+9.5%
Operating margin39.8%−1.4 pts
Return on capital employed25.1%+0.5 pts
Active clients20.1 lakh+1.7 lakh
Share of exchange turnover3.3%+0.2 pts
Debt to equity0.42
Promoter holding54.8%
Rank on revenue growth4 of 31up 2
News items this quarter12+5
Reference Links21 pages cited

Illustrative: Kestrel Securities is fictional and both runs' figures are made up to show the comparison. Seven of nine lines moved; the layout did not.

Keep the samples

A full sample dossier in one zip, as its three files: the designed PDF, the working Excel and the interactive report, with three of our report designs beside it, so your team can read them at its own pace. Leave a work e-mail and the download starts at once.

We use it only to follow up about IND4AI Research. The samples are research for information, not investment advice.

The Excel does the work

Every tab arrives filled and linked: the sector, its peers, the ratios, forensic checks and a DCF. Your desk changes only the yellow cells, and everything that depends on them recalculates, formulas in plain view. No manual rework.

  • No copying figures out of fifty web pages.
  • No rebuilding the peer table every quarter.
  • No asking where a number came from: each one links to its Reference Link.

Try it: change a yellow cell in DCF, RATIOS or Forensics.

Capital markets and broking, India · Sector workbook.xlsxSample
G3fx

This is a sample: eight tabs of a much larger workbook. Figures are illustrative and the companies are fictional. Yellow cells are yours to change.

Hours back every month

220

hours back a month, about 28 working days

worth ₹1,54,000 of analyst time at your rate

Your inputs, not a price. Each run takes under 15 minutes and needs no one watching, so the hours go back to judgement.

Every dossier is prepared for the desk that asked for it. The sample sector is capital markets and broking in India, with illustrative figures; the AIF sample is Northwind Growth Opportunities Fund, a fictional fund.

IND4AI ResearchConfidential · Investment committee

Sector Dossier · India

Capital markets and broking

Stock broking, exchanges and depositories ·

Stockbroking
Market cap
Median P/E
Sales growth
Operating margin
Weighted ROCE
Prepared forThe Investment Company
Compiled21 Oct 2026
Reference Links17 pages cited

Sample · public market data read 3 Oct 2026 · other content illustrative

Point at any figure on the cover, or tap it, to see the Reference Link it stands on.

The desks it is built for: any investing firm in India that has to know a sector, the companies in it and the funds beside it before putting money or a name to it.

The stock exchange building on Dalal Street, Mumbai, with its ticker sign
The stock exchange building on Dalal Street, Mumbai.

Who it's built for

Get one dossier free

No verdicts. Only findings.

No buy, sell or hold

A dossier lays out the public record. It never rates a fund, sets a price target or tells anyone to invest. That judgement stays with your desk.

Only what was found

If a fact is not on a public page or in a document you gave us, it is not in the report. No filler rows, no guesses dressed up as data, and a Reference Link on every number.

Get one dossier free

Elphinstone Circle in Bombay around 1870, seen from the Town Hall: a garden with a fountain, framed by arcaded buildings and a church tower
Elphinstone Circle, Bombay, around 1870, seen from the Town Hall. The public record of a market has always started with what can be seen and checked.

Book a demo for

This opens an e-mail to ind4ai.tech@gmail.com with your firm's name filled in. Or start on your own: one dossier free in the client portal, while founding cohort places last, or download the samples.