Datafold
datafold.comAI-powered data engineering automation for migrations, optimization, and development
Data & Analyticsdata-engineeringdata-migrationdata-qualityai-agentsci-cdmcpdata-diff
About
Datafold is a data engineering automation platform that uses AI to accelerate and guarantee data migrations, such as moving from Redshift to Snowflake. It provides a Data Knowledge Graph as a context layer for AI coding agents, along with data quality tools like Data Diff and monitors exposed via MCP. The platform also supports CI/CD testing, monitoring, and is deployable in single-tenant or VPC environments with SOC 2 and HIPAA compliance.
Problem
Data migrations and pipeline development are slow, error-prone, and expensive due to lack of automation and reliable AI context.
For
data engineers and analytics engineers at companies undergoing large-scale data migrations or modernization
How it works
Datafold's Migration Agent translates code using LLMs, validates results with automated data diffing, and surfaces a Data Knowledge Graph via MCP so AI agents can reliably understand and act on data pipelines.
Business model
unknown
Status
launched
Company
Datafold