Datafold
Datafold is the data engineering automation platform. AI-powered migrations delivered in weeks with guaranteed outcomes, plus data quality tools for CI/CD testing, monitoring, and AI agent integrations.
Where Datafold ranks
Current edition · updated Oct 20, 2026About Datafold
Datafold is the data engineering automation platform. AI-powered migrations delivered in weeks with guaranteed outcomes, plus data quality tools for CI/CD testing, monitoring, and AI agent integrations.
Products
The Data Migration Agent delivers guaranteed-outcome migrations with fixed price, timeline, and data parity — up to 6x faster and cheaper than alternatives.
Specialized AI agents for migrations, optimization, and code reviews.
The context layer that makes your AI agents effective for data engineering by serving lineage, business logic, usage, and organizational knowledge via MCP.
Data Diff in CI/CD, cross-system reconciliation, proactive anomaly detection — all exposed via MCP so coding agents can test, debug, and validate programmatically.
Compare datasets within or across databases with value-level precision at any scale.
ML-driven monitoring across all dimensions of data quality.
What customers say
“Having Datafold in a situation where you need 1 to 1 migration is critical The process for applying Datafold’s Data Diff capability on the data models was heavily based on ownership, collaboration, and accountability. Faire followed a series of steps to provide consistent data deliverables at a high level of accuracy.”
“Seeing statistics and visualizations on how new model data compares to existing model data makes it easy to verify our migration SLAs with stakeholders. We saved 900+ hours in our migration to Snowflake.”
“The Datafold process — translating with the right LLM, validating the results, and letting humans review what falls out — is how I'd recommend every migration be done. It's faster, more accurate, and eliminates many sources of human error, especially in the complex final reporting layer where mistakes matter most.”
- Data Diff
Datafold reports that CHG Healthcare used its Data Migration Agent and cross-database diffing to translate and validate over 1,000 MySQL queries for Snowflake, reducing an estimated eighteen-month migration to three…
Case study - Data Diff
Datafold reports that FINN combined Data Diff with dbt, SQLFluff and GitHub Actions in automated CI to review production impacts across more than 1,800 models. The story describes improved deployment confidence and…
Case study - Data Diff
Datafold reports that Faire integrated Data Diff into Airflow to compare Redshift and Snowflake tables after refreshes, investigate discrepancies and obtain business-owner signoff. The body credits the tool with saving…
Case study
Security and compliance
As reported by Datafold. Ask for audit reports before you buy.
- SOC 2Compliant
- Pentest ReportCompliant
- HIPAACompliant
- Audit Logging
- Data Backups
- Data Erasure
- Email Protection
- Employee Training
- Incident Response
- Encryption
- Access Control
- Credential Management
- Code Analysis
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