Auto-Analyst is a modular AI system that automates data science tasks including data cleaning, statistical analysis, machine learning, and visualization. It uses a planner agent to route user queries to specialized agents (preprocessing, visualization, statistics, ML) and is LLM-agnostic, supporting OpenAI, Anthropic, and other providers. Built on DSPy, it allows customization of agent behavior and uses guardrails to ensure reliable outputs.