AI that generates dbt/Dataform/SQLMesh pipeline code from a requirement or SQL—includes incremental logic, dedup, SCD, tests, docs, and opens a PR for human review. Built for teams running Snowflake or Databricks at scale (analysts scheduling SQL, engineering as bottleneck); provides cost-aware compute routing, DAG-aware orchestration (Airflow, Dagster), data quality checks, and governance defaults (naming, ownership, structure, tests).