AI Financial Intelligence for Global Investors
Real-time analysis for 555+ US & Indian stocks — powered by multi-layer RAG, 20-year historical patterns, and Groq AI. Built for NRI investors.
Live · Our Pipeline
Global Market Pulse
30-day trends — click any row to chart it · open arrow to deep-dive the full dashboard
Featured · 30-Day
Top Stocks
Click to view · row to chart
Architecture
Built for serious investors
Every layer is engineered for institutional-grade analysis —
not a chatbot bolted on top of stock prices.
Multi-Layer RAG AI
LangGraph orchestrates real-time quotes, 20-year OHLCV patterns, and live news simultaneously — fused into one grounded response with source citations.
Real-Time Intelligence
Live quotes with 5-minute intraday bars, pre/post-market data, and volume anomaly detection across US & Indian markets.
Interactive Price Charts
Candlestick and area charts with volume bars, 52-week range overlay, and dynamic timeframe detection straight from natural language queries.
20-Year Pattern RAG
Qdrant vector search over 1,400+ historical event chunks. Semantic + BM25 hybrid retrieval with Cohere reranking surfaces patterns invisible to standard search.
NRI-First Design
US, Indian, and global equities in one platform. INR & USD, SEBI/SEC disclaimers, NSE/BSE/NYSE/NASDAQ — built for the global diaspora investor.
Financial Guardrails
Llama-3.1-8b intent classifier blocks harmful queries. Output hallucination checks, PII scrub, and mandatory regulatory disclaimers on every response.