Specialized AI agents that automate data engineering
Purpose-built AI agents for migrations, optimization, and code reviews — solving specific, high-value problems end-to-end so your team can focus on innovation.
Migrate in weeks, not years
The Data Migration Agent delivers guaranteed-outcome migrations with fixed price, timeline, and data parity — up to 6x faster and cheaper than alternatives. It combines AI-powered code translation with automated data validation, creating a tight feedback loop that eliminates the manual toil of traditional migrations.
Ship quality pipelines faster with AI-powered code review
Datafold brings AI-powered automation to data engineering's most critical workflow. Every pull request gets an automated summary of what changed and why, root cause analysis that connects data changes back to specific code, and context-aware chat for deeper investigation — all grounded in data diffing to ensure data integrity.
The context layer that makes your coding agents reliable
The Data Knowledge Graph provides essential context — lineage, business logic, usage, and ontology via MCP — so your coding agents actually understand your data. Without it, even the best AI agents produce unreliable output. With it, Claude Code, Cursor, and Windsurf become effective data engineering tools.
Ready to automate your data engineering?
See how Datafold's specialized AI agents can accelerate migrations, cut platform costs, and streamline code reviews for your team.