Stock Predictor Agent
Intelligent Trading Strategy with AI
Publisher
Infosys
Product Details
This agent optimizes trading strategies by systematically refining trading algorithms. It integrates with trading systems through APIs and real-time data feeds and uses technical indicators such as Moving Averages, Bollinger Bands, and Candlestick pattern analysis. A multi-agent workflow powered by an LLM includes agents for historical market data, company overviews, livestock commodity prices, moving averages, and stock price prediction, including ARIMA-based time-series forecasting.
Continuous optimization lets financial institutions and investment managers move beyond static strategies and adapt to changing market conditions. This aims to improve profitability, reduce trading risk, and strengthen decision-making, with predictions fed directly into existing trading systems through APIs.
Key Use Cases
Quantitative Time-Series Price Forecasting
Combines ARIMA modeling with historical price feeds to generate predictive valuation trajectories and feed automated algorithmic trading pipelines.
Multi-Agent Algorithmic Strategy Refinement
Coordinates specialized agents analyzing technical indicators, fundamentals, and commodity trends to update active trading strategy parameters via API.
Explore detailed deployment path
Requires Gemini. Access integration prerequisites, specialized agent configuration guides, and implementation documentation.