# [Main Agent](saved_model:yeBJ8LHw)

The Main Agent (`va_main_agent`) is the primary AI agent responsible for orchestrating the entire analysis workflow in the Agentic Insights project. Acting as a seasoned Data Analyst in Dataiku, it solves business problems using a scientific, top-down exploratory approach to deliver decision-ready analysis reports.

- **Orchestrates Analysis**: Receives user requirements, plans analysis strategy, and manages the complete end-to-end workflow from data exploration to report generation
- **Explores & Validates Data**: Inspects dataset schemas, distributions, and data quality to identify potential issues early
- **Applies Business Rules**: Retrieves and applies active business rules to ensure compliance with organizational policies throughout the analysis
- **Executes Analytic Tools**: Discovers, configures, and executes analytic tools (clustering, outlier detection, forecasting, root cause analysis) in parallel when possible
- **Generates Reports**: Produces comprehensive, standalone HTML reports by extracting structured data from insight datasets and incorporating AI-generated textual insights

Explore the subsections for more details.
