Kavish Raj Singh
Portrait of Kavish Raj Singh made of small grey square tiles

Research and AI guy · Co-founder, Investace Capital

Kavish Raj Singh

I study businesses and write Before the Headline, a free newsletter on the story behind markets, before it becomes the news.

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Mumbai

Kavish smiling in evening sunlight, curly hair, clear-framed glasses

Hi, I’m Kavish.

I’m 22. I co-founded Investace Capital, a SEBI-registered research firm in Mumbai, and I spend my days doing cool stuff.

I look for the story the market hasn’t priced in yet. I build the tools that help me find it. And I write down when I’m wrong.

Investace Capital SEBI-registered research analyst · Mumbai investacecapital.com
Read my newsletter The longer story →

How I think

Think of it like a jigsaw puzzle.

  1. One news story is like one jigsaw piece. On its own, it shows almost nothing.
  2. So I keep collecting pieces: small facts most people skip.
  3. Fit enough pieces together and you start to see the picture.
  4. That picture is my view, and it usually forms before the news catches up.
  5. Then I mark the one piece that could prove me wrong, and keep an eye on it.

What I’ve built

Everything here exists to help us research better and run the firm with fewer hands. A person makes every call.

Investace Brain · Free Portfolio Scan · AlphaLeap · Mutual funds · The money-flow engine · A writing desk · Growth Hub · Films as code

Sep 2026 – now

Investace Brain

I built a research associate that never sleeps. Every day it reads filings, news, earnings calls and 48 newsletters, files every claim with its source, and argues both sides before an analyst decides.

documents read in its first month
18,900+
pieces of evidence kept
42,600+
Want to see it in action?

You’ll also get Before the Headline. Unsubscribe any time.

The real desk. Research text blurred; a person approves every claim.

Oct 2026

Free Portfolio Scan

I built the engine behind our free Portfolio Scan. Send your portfolio and an analyst reads it, with Brain’s homework already done: what you own, where it is concentrated, what to ask.

Get yours read, free →

The scan, from investacecapital.com. Securities shown are for illustration only.

Jul – Oct 2026

AlphaLeap

I built our model-portfolio platform end to end: KYC, payments, a basket placed in your own broker account and a rebalance check every morning. It’s live, running on Railway.

See how it works →

From sign-up to a live basket. Holdings shown are examples.

2026 – now

Mutual funds, chosen by the manager

I built AI agents that study how a fund manager thinks, from past interviews to the companies they hold and why, then match funds to the growth a goal actually needs. Most people start from past returns. We start from the goal.

Want to know how we do it?

You’ll also get Before the Headline. Mutual fund investments are subject to market risks; read all scheme-related documents carefully.

Goal first. Past returns last.

2026 – now

An engine that follows the money

I built an engine that tracks where money is flowing: what foreign investors are buying and selling, which countries are getting funds, and into which sectors. It’s how we look for opportunity beyond the usual US story, whether that’s in Africa, Germany or South Korea.

Want to see where the money is going?

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Where the money goes, and where it lands.

Oct 2026

A writing desk that runs itself

I built a system that finds what is worth writing this week, drafts it in my voice from our own evidence, checks it against SEBI’s advertising code, and waits for a person to approve.

Want the code? I’ll send you the GitHub repo.

You’ll also get Before the Headline. Unsubscribe any time.

Nothing goes out without a yes.

Sep – Oct 2026

Investace Growth Hub

I built our sales CRM instead of buying one. Every lead is scored, matched to the right teammate and followed up until there’s a clear answer.

Want a look inside?

You’ll also get Before the Headline. Unsubscribe any time.

The real CRM, shown with sample leads.

Sep 2026

Films written as code

I built a way to make our brand films as code: write a web page, render it to video. Change a sentence, render again. No editor, no timeline.

Want to make films like this? Get the starter files.

You’ll also get Before the Headline. Unsubscribe any time.

358 lines of code, one brand film.

Before the Headline

Every two weeks, one question about Indian markets. The numbers in plain language, the second-order effect most people miss, and what would prove me wrong.

No tips. No stock calls. Just clearer thinking.

Also writing Building in Public, about building a research firm at 22. Add it too →

2019, Class 10. A friend filmed this during a free period.

From a free period in Class 10 to a research firm.

That’s me in 2019, explaining to my friends what a stock is. The longer version covers how I got here, how I think, and a little about me.

Read the story →