Disciplined, data-driven trading intelligence for India's investors.
Research-driven trade signals with disciplined entry & exit rules and risk overlays — developed and tested over five years on the founders' own capital. Built for India's retail investors.
Retail participation is soaring. Outcomes aren't.
Millions of new, mobile-first investors are entering India's markets — but most retail strategies break in three predictable ways.
Poor or unverified insights
Investors rely on tips, intuition and unregulated advice — without institutional-grade signals validated with real capital.
Wrong entry or exit timing
Late entries, early exits, overtrading, FOMO and panic selling — the symptoms of no disciplined execution strategy.
No risk discipline
Position sizing, stop-loss logic and downside protection are rarely applied — making avoidable capital erosion routine.
Crowded with tools. Empty on strategy.
Tools, execution and education all exist. A verified, end-to-end trading strategy — what to buy, when to act and how to manage risk — does not.
SEBI-registered investment advisers (plus a few thousand Research Analysts) for an investor base of 22 crore+ demat accounts — roughly one adviser for every two million.
of FPI and proprietary-desk F&O profits came from algorithmic strategies — the edge belongs to those with institutional-grade systems.
in net losses by individual F&O traders in FY25 — up 41% year on year, even as participation rose.
| CAPABILITY | DIY tools | Brokers | Finfluencers | RA / RIA | First Million |
|---|---|---|---|---|---|
| Verified signals | — | — | — | ✓ | ✓ |
| Entry & exit timing | — | — | — | — | ✓ |
| Risk discipline | — | — | — | ✓ | ✓ |
| Real-capital validation | — | — | — | — | ✓ |
| Scales to retail | ✓ | ✓ | ✓ | — | planned |
One platform, four engines.
Our AI-powered algorithm pairs real-capital-validated signals with disciplined execution and risk control.
Strategy Engine
Blends ML / AI patterns, momentum, factor, thematic, macro and sentiment drivers into a single conviction score — turning market noise into one clear, ranked decision.
Built and validated over five years — with the founder's own capital.
Developed and tested over five years on the founders' own capital — a booked portfolio return alongside walk-forward-tested, time-stamped strategy results, built for independent verification.
A proprietary desk sits behind every signal.
Every strategy is pressure-tested on our own books before it reaches you. Live trades feed back into calibration — a continuous training loop from real capital into our models.
We continuously experiment with new AI / ML strategies under real-capital conditions.
Only strategies that work on our own books graduate to the platform — de-risking performance and building a moat.
Trading profits provide a free-cash-flow buffer that funds ongoing research and development.
A vast, fast-growing market — and almost no one serving it well.
Builders at the intersection of finance and technology.
24+ years across capital markets, technology and startups, with a 5-year verified F&O track record. Built, scaled and exited Taxshila (3x ROI). NCFM- and NISM–Moody's-certified; pursuing SEBI RA / RIA / AIF Cat-3.
LinkedIn ↗
30+ years architecting large-scale technology platforms across AI / ML, GenAI, cloud-native engineering and secure distributed systems. Previously with Wipro and TCS, leading enterprise SaaS, trading and compliance builds.
LinkedIn ↗
23+ years leading HR across high-growth technology companies, startups and scale-ups. Built and scaled HR functions, partnered with founders and C-suite leaders on culture and strategy and led India centre operations.
LinkedIn ↗Notes from the desk.
Practical, original writing on risk, timing and market structure.
Why India's retail boom hasn't translated into returns
Position sizing & stop-losses: the unglamorous edge
How we validate a strategy with real capital
Questions, answered.
Build your first million on better information.
Partner with us or request early access to the platform. Tell us a little about you and we'll be in touch.
AI-powered trading intelligence that helps Indian investors stop losing money and start compounding smarter.