A leading Canadian transportation and logistics company used Genie Code, Unity Catalog and custom Agent Skills to automate governed legacy pipeline modernization, cutting new table ingestion from days to minutes. A short YAML prompt can now generate production-ready ingestion code grounded in live catalog metadata and aligned to enterprise conventions by default, including table definitions, historical load logic, streaming ingestion logic, incremental merge logic and automated tests. The solution centered on two capabilities working together: Genie Code with custom Agent Skills to generate production-ready ingestion artifacts, and a Databricks App for mapping source fields to target lakehouse tables and generating transformation logic.