Agentic explanatory analysis of Nifty 50 stocks
I built an AI research dashboard for Indian stocks that explains why it's bullish/bearish — not just gives a buy/sell signal
I got tired of stock screeners that throw a "BUY" or "SELL" at you with zero reasoning behind it. So I spent the last few months building tradeclearai.com — an explainable AI research layer for NSE stocks. Sharing it here because I'd genuinely love feedback from people who actually trade.
What it does differently:
Instead of a black-box signal, every verdict comes with:
A factor scorecard across 6 dimensions — Market, Fundamentals, Technical, News, Flows, and AI prediction — each with its own score and confidence. You can see which factor is dragging the call up or down.
Bull case vs Bear casegenerated side-by-side, with the actual evidence (P/E vs sector, peer multiples, technical setup, news catalysts) cited inline.
A risk registerthat openly flags weaknesses in its own call — stuff like "research stack is stale, treat conviction as provisional" or "cross-signal alignment isn't strong enough for a directional bet yet." I wanted the system to admit when it doesn't know.
Key levels with entry/stop/target/R:R laid out, plus a "stand aside" verdict when the setup just isn't clean — instead of forcing a trade.
Institutional lens — z-scored sector rotation, tracked liquidity, bulk-tape net, capital rotation heatmap. Basically what FIIs/DIIs are doing today, surfaced before it becomes obvious.
Nifty 50 market lens — composite breadth, repo/CPI/GDP overlay, sources cited (Bloomberg, Reuters, Mint, Livemint, etc.) with timestamps so you know how fresh the read is.
Why I built it:
Most retail tools either dump 50 indicators on you with no synthesis, or give you a confident signal with no explanation. I wanted something that thinks out loud — and that tells you when it's not sure. The "stale data" warnings and "low confidence" badges aren't bugs; they're the whole point.
Free to use right now — no signup wall for the main views. Would love brutal feedback on:
Which factors you actually want surfaced first
Whether the bull/bear framing is useful or just noise
Stocks/sectors I should prioritize coverage for next
Not trying to replace your own DD — just want to make the boring research part faster.
Link: tradeclearai.com
Happy to answer anything about how the pipeline works (it's a 5-agent setup under the hood).
