🔴 LIVE NSE
Live NSE & NIFTY 500 · AI-Powered Signals

India's Smartest Stock Intelligence Platform

Real-time NIFTY 50 & NIFTY 500 data combined with 16-Factor AI scoring, XGBoost + LightGBM ML predictions, RSI signals, news sentiment analysis, portfolio P&L tracking with AI projections, and a full backtesting engine — all in one dashboard.

📋 Release Notes Version 1.2
500+
NSE Stocks
16
AI Factors
55%
ML Weight
9
App Pages
4
Data Sources
Live Dashboard
Market Snapshot
Simulated preview data
NIFTY 50
24,832
▲ +1.24% today
Top Gainer
TRENT
▲ +4.8% · ₹6,420
Top Loser
INDUSINDBK
▼ −2.1% · ₹1,348
Signals Firing
12
▲ 7 Buy · 5 Watch
Stock LTP Change AI Score Target Signal
RELIANCE
Energy · NIFTY 50
₹2,981
+1.8%
8.4
₹3,240
Strong Buy
HDFCBANK
Banking · NIFTY 50
₹1,712
+0.9%
7.8
₹1,890
Buy
TCS
IT · NIFTY 50
₹3,845
+0.5%
6.9
₹4,010
Hold
ETERNAL
Consumer Tech · NIFTY 500
₹248
−0.7%
8.1
₹295
Strong Buy
BAJFINANCE
NBFC · NIFTY 50
₹7,210
+2.2%
7.5
₹7,950
Buy
Platform Features
Everything you need to analyse Indian markets
9 pages, 4 data sources, 3 ML models — integrated into a single professional dashboard.
📊
Live Market Dashboard
Real-time NIFTY 50 & 500 snapshot with top gainers, losers, volume shockers, and market alerts. Data refreshes every 15 minutes via NSE India API with yfinance fallback.
NSE APINIFTY 50NIFTY 500
🤖
ML Price Predictions
Blended target from XGBoost + LightGBM ensemble (55%), 20-day technical resistance (25%), and EPS × sector fair PE fundamental target (20%).
XGBoostLightGBMBlended
🧮
16-Factor AI Scoring
Each stock scored across 16 fundamental & technical factors — Business Model, ROE, ROCE, Debt/Equity, Promoter Holding, Valuation, Earnings Stability, and more.
FundamentalTechnicalComposite
🚦
Signal Center
Strong Buy / Buy / Hold / Watch / Avoid signals with suggested portfolio position sizing (1–5%), entry zones, exit zones, and trailing stop levels.
RSI SignalPosition SizingEntry/Exit
📰
News Sentiment Engine
Live Google News RSS feeds parsed per stock with positive/negative/neutral sentiment scoring. Sentiment adjusts the AI composite score automatically.
Google NewsSentimentNLP
🧪
History & Backtesting
Track prediction accuracy over time. Compare ML model targets vs actual price movement, with direction accuracy, hit rate, average return, and per-model P&L breakdown.
SupabaseAccuracyBacktest
⭐
Smart Watchlist
Cloud-synced watchlist via Supabase PostgreSQL with live LTP, risk rating, upside %, and signal enrichment. Graceful CSV fallback when offline.
SupabaseCloud SyncCSV Fallback
💼
Portfolio Tracker
Track holdings with real-time P&L, AI-powered multi-period projections (1M / 3M / 6M / 1Y), sector allocation, risk analytics, technicals, financials, and news — all in one cloud-synced portfolio dashboard.
P&L TrackingAI ProjectionsSupabase
🧾
Deep Stock Analysis
8-tab single-stock deep dive: Overview, Technicals, Financials, Risk, Prediction, News, Ownership History, and AI Chat. Full KPI card grids with dark/light theme support.
8 TabsOwnershipAI Chat
📈
Visual Analytics Charts
Interactive Plotly charts: price history, sector strength heatmap, risk vs confidence scatter, prediction confidence distribution, and 16-factor radar charts.
PlotlyHeatmapRadar
Data Infrastructure
4 live sources. Integrated market data powering StockIndia-AI
StockIndia-AI combines live market data, historical price patterns, fundamentals, news sentiment, and secure cloud storage to support portfolio tracking, analysis, and AI-driven insights.
🏛️
NSE India API
Live Indian equity prices, volume, 52-week high/low, and percentage change using reliable NSE market endpoints with fallback handling.
Market · Data
📡
Yahoo Finance
Historical OHLCV data for ML training, fundamentals such as PE, PB, EPS, margins and debt, plus market cap and sector information.
Market · Fundamentals
📰
Market News
Per-symbol and market-wide news feeds parsed and scored using a sentiment engine for positive/negative news impact.
News · Sentiment
☁️
Cloud Database
Cloud backend for persistent watchlist, history snapshots, ownership tracking, and portfolio data.
Cloud · Storage
Workflow
From raw data to actionable signals
🌐
Fetch Live Data
NSE India API + yfinance pull prices, fundamentals & 2yr OHLCV history. 15-minute cache keeps it fresh.
🧮
Score 16 Factors
Each stock rated 0–10 on business model, ROE, debt, valuation, momentum and 11 more factors. Weighted composite score computed.
🤖
Run ML Models
XGBoost + LightGBM trained on 50+ technical features. Blended with technical resistance and fundamental PE targets.
🚦
Generate Signals
Strong Buy / Buy / Hold / Watch / Avoid. Entry & exit zones, stop loss, position size, confidence score — all auto-calculated.
ML Engine
Blended prediction formula
Three models, one target. The blended approach reduces over-fitting to any single model's biases, producing more consistent price targets across market conditions.
Final Target = Weighted Blend
ML Ensemble 55% · XGBoost + LightGBM mean
Technical 25% · Resistance + ATR14
Fundamental 20% · EPS × Sector Fair PE
Confidence 25–92 · Market/Sector adj
Features 50+ · RSI, MACD, BB, ATR, OBV…
16-Factor Weight Distribution
Get Started
Analyse Indian markets with AI
Create a free account or use the demo login to explore the full platform — no credit card required.
⚠️ StockIndia-AI is for educational and research purposes only. It does not constitute financial advice. Always consult a SEBI-registered advisor before making investment decisions.