Stock Analysis AI Agent

Delivery period: within 14 days

The Technical Analyst AI Agent is an automated trading assistant that connects to Telegram, retrieves live stock or crypto charts, performs AI-based technical analysis, and returns actionable insights — all within a single conversational workflow.

It integrates OpenAI models, chart APIs, and Telegram bot triggers to provide traders, analysts, and financial creators with instant, data-backed market overviews.

Key Features

• 📊 Real-Time Chart Fetching: Automatically downloads live stock or crypto charts from external APIs.

• 🤖 AI Technical Analysis: Uses OpenAI or Anthropic models to interpret chart data and deliver insightful commentary.

• 💬 Telegram Bot Integration: Responds directly inside Telegram with chart images and AI insights.

• 🔁 Automated Workflow Execution: Handles triggers, parsing, data fetching, and message delivery end-to-end.

• 🧠 Contextual Memory: Maintains conversation context for multi-message analysis sessions.

Workflow Breakdown

💬 Phase 1: Telegram Trigger

• User sends a stock/crypto symbol (e.g., “BTCUSDT”) via Telegram.

• The bot activates the workflow automatically.

🧩 Phase 2: Input Validation & Parsing

• Checks the ticker format and exchange compatibility.

• Parses interval/timeframe data for fetching the right chart.

📈 Phase 3: Data Retrieval

• Connects to a chart API endpoint to request chart data.

• Downloads chart images in the requested timeframe (e.g., 1h, 4h, 1D).

🧠 Phase 4: AI Technical Analysis

• Sends chart data and metadata to the AI Agent for pattern recognition.

• The AI evaluates support/resistance, trend lines, RSI/MACD cues, and gives a summary like:

  “BTCUSDT shows bullish divergence; potential upside toward 70k resistance.”

📤 Phase 5: Response & Delivery

• Returns both the chart image and AI-generated analysis message to Telegram.

• Supports retry logic in case of API delays or failed downloads.

Ideal For

• Stock & Crypto Traders

• Financial Analysts

• Investment Communities

• Trading Signal Providers

• Quant Developers

Benefits

✅ Real-time chart-based AI analysis
✅ No manual chart study required
✅ Direct Telegram interaction
✅ Reliable and automated workflow logic
✅ Works across multiple exchanges and tickers