GenAI is transforming how teams interact with databases by enabling natural language querying, database query optimization, and threat hunting using large language models (LLMs) trained on massive datasets. With GenAI, users can ask questions of their data in plain English, receive deterministic analytical results, and get faster data analysis times without requiring SQL skills or knowledge of other database query languages. This technology has the potential to democratize data access and analytics across a larger population of business users, allowing them to make data-driven decisions at scale. GenAI can be used for various use cases such as optimizing SQL queries, executing natural language queries, threat hunting in cybersecurity settings, exploring business data, generating insights, and querying Amazon S3 data lakes.