Semlayer is an open-source semantic layer tool that automatically infers database schemas from data warehouses, enabling AI agents to answer business questions with 87% accuracy versus 42% using raw schemas. The system profiles columns, discovers constraints, and decodes business rules without manual YAML writing, available for Snowflake, BigQuery, and DuckDB at minimal cost.