CaptainBhai
Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote
Stock Graph is a stock research and market intelligence platform designed to help users understand the information and events that may affect Indian stocks. It brings together company reports, market data, news, commodity prices, economic indicators, and professional insights in one place. Investors often need to visit multiple sources to understand why a stock is moving or how an event could affect a company. Even when the information is available, the connections between a company, its sector, and wider economic factors are not always clear. Stock Graph aims to solve this problem by organizing information around those relationships. The platform’s central feature is a **knowledge graph** that connects stocks and companies to relevant events and market factors. For example, a company could be linked to its earnings announcements, raw material prices, competitors, sector developments, and regulatory changes. Users can explore these connections to understand why a piece of information may be relevant and follow supporting sources for further research. The graph is designed to reflect changes over time, allowing users to review both current and historical context. Each stock has a research page that brings together its company profile, price history, financial information, relevant news, and graph connections. Users can maintain watchlists to follow companies of interest and set up active monitoring for selected stocks. The platform can highlight developments related to those stocks and provide opportunity alerts with reasons and supporting evidence. Stock Graph also allows verified professionals to contribute insights about events and their potential effects on companies, sectors, or commodities. These contributions are supported by sources and reviewed before approval. Approved insights can be incorporated into the platform’s database and knowledge graph, helping the system present relevant connections while retaining the evidence behind them. A separate AI assistant is planned to connect to Stock Graph through APIs. It will help users ask questions about stocks, explore market relationships, monitor watchlists, and identify potential opportunities using the information available on the platform. Users will be able to interact with the assistant through the app and, where integrated, through WhatsApp or Telegram. A planned Upstox integration may also allow users to request trades, subject to explicit confirmation and risk checks. Stock Graph is intended to support both free and paid plans, with premium plans providing access to additional features and usage limits. Administrative tools will manage users, professional verification, roles, subscriptions, and audit records. Billing capabilities will track payments, subscriptions, invoices, and refunds. The project’s architecture has been defined, and full implementation and integration are the next steps. Its goal is to help users move from scattered pieces of market information to a more connected, evidence-supported view of the factors that may affect their investments.