Convert data transformation projects into complete analytics platforms by leveraging dbt definitions to enable self-service exploration for entire organizations. Define metrics once that everyone can trust, integrate with favorite text editors and CI/CD workflows through powerful CLI, empower non-technical users to explore data without SQL knowledge, launch AI assistants that answer questions in plain English, scale without license restrictions or seat limits, control access by groups or roles, and share insights through native Slack and email integrations while maintaining SOC2 and GDPR compliance.