Trades don't get made on vibes.
FINTECH is an agentic trading terminal that fuses live NSE + US market data with multi-strategy technical signals — then forces the model to reason from the exact numbers already on screen, not whatever sounds plausible.
Most "AI stock analysis" tools: ask an LLM what it thinks about a ticker, get back a confident paragraph pulled from nowhere close to a real order book.
This one: computes every EMA, RSI, MACD cross, Bollinger band, and volume ratio first — live, from real market data — and the model is only allowed to write about numbers that are already sitting on the screen in front of it.
Six strategies vote. The composite signal is the tally, not a guess.
Every ticker runs through a weighted composite of trend_ema, macd_cross, rsi, adx_strength, bb_position, and volume — computed from live NSE data, not sampled from training data. TCS above: STRONG BUY, 8 of 8 strategies agreeing, full indicator panel computed in real time.
Chain-of-thought, grounded in real numbers before a single word of prose.
Nothing is hidden. The reasoning trace literally cites the computed figures — price ₹2,398, EMA20 2,207, RSI 71.03, P/E 17.41 — before it's allowed to write the thesis. If the number isn't already on the chart, the model can't use it.
Every trade idea has to pass a deterministic checklist — no exceptions.
Market regime, trend stack, momentum thrust, volume confirmation, entry location, reward/risk, risk cap, India VIX — each one a hard pass/fail against live data, independent of anything the LLM says. The model doesn't get the final word. The numbers do.
