Automated data engineering that tracks lineage and schema changes through AI
Fivetran has long been the gold standard for data ingestion, but their new Metadata AI layer brings intelligence to the "plumbing" of data. It monitors your pipelines and automatically manages the chaos of changing source schemas.
### Engineering Wins
* **Self-Healing Pipelines**: If an upstream API changes its data format, the AI detects the shift and automatically adjusts the destination schema to prevent pipeline failure.
* **Lineage Tracking**: It uses AI to map exactly how a piece of data moved from your CRM to your Warehouse, making audit compliance effortless.
* **Natural Language Catalog**: Data engineers can use a chat interface to find specific tables or understand what a particular column represents without reading outdated documentation.
**Best for**: Data Engineers and Analytics Leads at scaling companies who are spending too much time "fixing the pipes" instead of building features.