BayesLab is an AI‑driven data analysis platform that automates data cleaning, processing, visualization, and report generation for users without technical expertise. The system ingests raw data, produces insights and presentation‑ready slides, and can repeat the entire workflow on updated datasets with a single command. It supports rapid decision‑making and collaborative sharing of professional reports within teams.