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Output Format

The Company Research & Analysis Agent produces a comprehensive output that combines insights from multiple AI agents.

Output Schema

Output Components

1. Company Information

Basic company details gathered by the Research Specialist:

2. Research Data

Raw data collected from various sources:

3. Analysis

AI-generated insights from the Data Analyst:

4. Report

Structured report from the Content Compiler:

5. Metadata

Information about the research process:

Output Processing

The output goes through several stages:
  1. Data Collection
    • Raw data gathered by Research Specialist
    • Multiple sources accessed in parallel
  2. Analysis
    • Data Analyst processes raw information
    • Pattern recognition and insight extraction
  3. Report Generation
    • Content Compiler structures findings
    • Formats for readability and clarity

Error Handling

The output includes error information when applicable:
The output format is designed to be both machine-readable and human-friendly. The structured data can be used programmatically, while the report sections provide narrative insights.