Discipline, encoded.

You already know the stocks in your portfolio. What you do not have is the hours the professional protocol demands on each one. Vishwaguru runs it across the Indian market: the whole universe scored by code, the read on your desk before the open.

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From data to decision. In one system.

Six data streams feed one funnel. Every link is enforced in code, and every rejection is kept with its reason.

Macro Indicators
News & Filings
Earnings Calls
Market Data
Fundamentals
Corporate Actions

vishwaguru

Regime Macro read
Screen Universe screen
Story Per-stock story
Read Deep read, cited
Book Book & sizing

The research is not the hard part. The hours are.

500+ Indian stocks scored every cycle

The protocol is not a secret. Disciplined desks in Mumbai have run it for decades. By hand it takes hours per stock, and the price has usually moved before the read is done.

Vishwaguru runs it as a system. Deterministic code scores every stock in the universe, every cycle, free. The expensive model-grade reading is spent only on the stocks that survive.

Same rigor

The five-step protocol on every stock. No fatigue, no skipped laggards.

Your hours back

The read is done before you sit down, while the price is still wrong.

A protocol, not a posture.

Five steps. Same order. Every trade. The discipline is the difference between knowing the framework and running it.

Origin Practitioner-taught
Steps 05 - enforced order
Override None
Step 01

Read the weather

Macro regime as the precondition.

Step 02

Find the gaps

Cross-sectional dislocations only.

Step 03

Verify the story

Score, don't guess. Travels with every trade.

Step 04

Size by rule

Hard constraints; never discretion.

Step 05

Exit by design

The most conservative stop wins.

The research funnel. The universe in - a shortlist out, with the reasons.

Every stock enters at the top and leaves at a named gate. The rejects are kept with their cause of death; the survivors carry their evidence.

Built around the doctrine.

Practitioner-taught.

Not theory. Not a screener with branding.

Long-short. Regime-aware.

Two-sided books that scale with the weather.

Risk in code.

No discretionary override path.

In active build. No theatre.

Live

Data foundation.

Live

The research funnel.

Live

The model readers and the book.

Not yet

Paying customers.

Pre-revenue, bootstrapped, solo founder, built in India. The work speaks better in a briefing than on a page.

One desk, four tiers.

Free: the regime, the sectors, the screen. Paid: the model-grade depth and the book. The founder grants access personally during the private beta.

Free

See the market.

Free in private beta

Get started
  • Macro regime and L/S allocation
  • Sector rotation, booming vs fading
  • Screener: 11 numbers, PT bands
  • Watchlist and bench
  • Daily digest before the open

Pro

The full desk.

Early access

Get started

Everything in Plus, and

  • KPI and MOP reader, cited
  • Transcript miner on the concall
  • The Book on nine checks
  • Full alert firehose

Enterprise

Family offices and PMS.

Contact sales

Contact sales

Everything in Pro, and

  • Admin console
  • Data and scheduler observability
  • Usage and cost analytics
  • Config governance
  • Dedicated onboarding, custom seats

A research funnel, not a tip machine. No buy or sell on demand, no confidence score, no padded list. Research software for your own decisions, not investment advice.

Serious operators first. Discipline, eventually, everywhere.

We start with people who know the Indian market but not the free hours it demands. What serves them becomes the floor for everyone after.

Now

Serious operators

Operators, and the analysts who work for them, who know the market but not the free hours. The desk-grade read, run for them.

Next

Family offices and PMS desks

Shared infrastructure for family offices, PMS and AIF teams that want the discipline without building the bench.

Horizon

Disciplined everywhere

The same encoded discipline, eventually, wherever capital is put at risk.

One founder. Building in the open. Judged by the work.

No committee, no narrative team. A practitioner-taught Indian framework, encoded by the person who has to live with every decision it makes.

Founder

Vishwaguru

  • Encoding a discretionary long-short process into a deterministic system.
  • Giving serious operators the institutional read without the institutional hours.
  • Shipping in public - no roadmap theatre, no vanity metrics.
contact@vishwaguru.tech

Direct answers.

Is this live?

Yes. The regime, the sector and universe screens, the stock story, the model-read financials and concalls, and the book on its checks all run today. Pre-revenue by choice.

How does it save me time?

The deterministic read covers the whole universe every cycle, free. The expensive model-grade reading is spent only on the stocks that survive the funnel.

Who is this for?

Operators who know the Indian market but not the hours it demands on every stock. And the family offices and desks that want it as shared infrastructure.

What is the professional framework?

A practitioner-taught, systematic long-short research protocol. Five steps, enforced in the same order, every trade.

Which market do you cover?

Indian listed equities, long and short, and the futures and options on them where the expression calls for it.

Do you place trades?

No. Vishwaguru does the research and sizes the book. Execution stays with you and your broker.

Do you have paying customers?

Not yet. Pre-revenue and bootstrapped.

Request a briefing.

For family offices, allocators and institutional desks. Use the form, or write directly. We read every message.

We typically respond within two business days.