Read the weather
Macro regime as the precondition.
Discipline, encoded.
You already know the companies, the blue chips, the earnings prints. What you do not have is the hours the professional research protocol demands on every name. Vishwaguru runs that protocol for you - the whole universe scored by code, the deep reading done where it counts - so the work is finished before the edge closes.
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Thesis
The research is not the hard part. The hours are.
500+
names scored every cycle
The protocol is not a secret - disciplined desks have run it for decades. By hand it eats hours per name, and by the time the read is done the dislocation has usually closed.
Vishwaguru runs it as a system. Deterministic code scores the whole universe every cycle - free, because the doctrine requires it. The expensive, model-grade reading is then spent only on the names that survive. The discipline stays; the hours come back to you.
Same rigor
The five-step protocol on every name. No fatigue, no shortcuts, no skipped laggards.
Your hours back
The read is done before you sit down - act while the price is still wrong.
Protocol
A protocol, not a posture.
Five steps. Same order. Every trade. The discipline is the difference between knowing the framework and running it.
Find the gaps
Cross-sectional dislocations only.
Verify the story
Score, don't guess. Travels with every trade.
Size by rule
Hard constraints; never discretion.
Exit by design
The most conservative stop wins.
The funnel
The research funnel. The universe in - a shortlist out, with the reasons.
Every name enters at the top and is eliminated at a named gate, or survives to the next. The rejects are kept with their cause of death; the survivors carry their evidence.
Architecture
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
Distinctions
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.
Status
In active build. No theatre.
Live
Data foundation.
Live
The research funnel.
Live
The LLM readers & the book.
Not yet
Paying customers.
Pre-revenue. Bootstrapped. Solo-founder. The work speaks; we'd rather it speak in a briefing than on a marketing page.
Plans
One desk, four tiers.
Deterministic discipline for everyone - the regime, the sectors, the screen. The expensive, rationed LLM depth and the book are the paid tiers. Access is granted personally during the private beta.
Free
See the market.
Free in private beta
Get started- Macro bias - the 13-indicator regime, score and L/S allocation
- Sector rotation - booming vs diminishing sub-sectors
- Screener - the 11 numbers, sector-relative case tags, PT bands
- Watchlist & bench - track and stage names
- Platform alerts - regime flips and the daily digest
Most popular
Plus
Research any name.
Early access
Get startedEverything in Free, and
- Stock Story hub - one ticker, its whole cycle position and dossier
- Catalyst engine - the trade-vs-investment gate, counted
- DOR analysis - distribution of returns and the volatility juice test
- Insider signals - rupee conviction, CFO-weighted, cluster-flagged
- Followed-stock alerts - transcripts, results, announcements
Pro
The full desk.
Early access
Get startedEverything in Plus, and
- KPI & MOP reader - the financials and management-of-plan, LLM-read and cited
- Transcript miner - the earnings call: deflection, tone, emphasis shift
- The Book - your portfolio on the nine governors, volatility-first sizing
- Full alert firehose - every filing, insider, bulk/block and news mention
Enterprise
Run a desk.
Contact sales
Contact salesEverything in Pro, and
- Admin console - manage users, tiers and features from the UI
- Data & scheduler observability - every feed's arrival, full job control
- Usage & LLM cost analytics - per-user attribution
- Config governance - macro weights, bands and schedules, edited in-app
- Dedicated onboarding, priority support and custom seat limits
Vishwaguru is a disciplined research funnel, not a stock-tip machine: it never hands out a buy or sell on an arbitrary name on demand, never a confidence score, never a padded list. Request access and the founder onboards you personally.
Horizon
Serious operators first. Discipline, eventually, everywhere.
We start with the people who know the market but not the free hours the protocol needs. What serves them becomes the floor for everyone after.
Now
Serious operators
People who know the companies, the blue chips, the earnings - but not the free hours the protocol needs. The desk-grade read, run for them.
Next
Teams and desks
Shared infrastructure for books that want the discipline without building the bench - the Enterprise tier.
Horizon
Disciplined everywhere
The same encoded discipline, eventually, wherever capital is put at risk.
Founder
One founder. Building in the open. Judged by the work.
No committee, no narrative team. A practitioner-taught 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.
Questions
Direct answers.
Is this live?
The funnel is live: the regime, the sector and universe screens, the per-stock story, the LLM-read financials and earnings calls, and the book on its governors all run today. Pre-revenue by choice.
How does it save me time?
The deterministic read runs the whole universe every cycle, for free. The expensive model-grade reading is spent only on the names that survive the funnel - so you get the desk-grade read without the hours it normally costs.
Who is this for?
Operators who know the market - the companies, the blue chips, the earnings - but not the hours the protocol demands on every name. And the 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.
Do you have paying customers?
Not yet. Pre-revenue and bootstrapped - we would rather show the work in a briefing than overstate it on a page.
Contact
Request a briefing.
For institutional desks, allocators, and review partners. Use the form, or write directly - we read every message.