Lilac provides robust features for exploring, filtering, clustering, and annotating data, leveraging LLM-powered insights to enhance data quality. The tool enables users to automate data transformations, remove duplicates, perform semantic searches, and detect PII, ultimately leading to superior AI performance and reliability.