Motley

Motley provides an open-source and managed semantic layer designed for AI agents to query data warehouses without writing raw SQL. The platform allows data teams and product builders to define governed metrics and row-level security, ensuring agents return consistent answers across different interfaces. It automates the generation of business reports, QBRs, and presentations by turning queries into versioned markdown files.