2.1. Activation Criteria

The MCP activates when ALL of the following conditions are met:

3.1 Query Intent Classification

• Investment Research Intent: Query must relate to:

  • Financial analysis

  • Company performance

  • Competitive analysis

  • Risk assessment

  • Regulatory compliance

  • ESG factors

3.2 Company Identification

• Company Count: 1-5 identifiable public companies

• Identification Methods:

  • Company name (exact or fuzzy match)

  • Ticker symbol

  • ISIN, CIK, or other identifiers

• Validation: Companies must exist in official filings database

3.3 Query Complexity

• Suitable Complexity: Questions that benefit from document analysis

• Excluded Queries:

  • Simple factual lookups (e.g., "What is Apple's ticker?")

  • Real-time data requests (e.g., "Current stock price")

  • Overly broad analysis (e.g., "Analyze all tech companies")

3.4 Language Requirements

• Supported Languages: All languages supported

• Character Limit: Maximum 500 characters per query