Summary: Datafold adds AI Agents.

Why It Matters: This change shows Datafold is using AI more in its product.

What Changed:

• Removed "AI breakthroughs need modern infrastructure 🤖 Get our new Modernization guide."
• Added "Product What we doData Platform Migrations 6x faster migrations with AI code translation and automated validationCode Review and Testing AI-driven impact analysis on every PR and value-level comparisons for every code changeData Reconciliation Test and monitor data consistency across databases with real-time, value-level precisionData Quality Monitoring Be the first to know about quality issues in your data warehouseHow we do itAI Agents Powerful AI that deeply understands your data to accelerate data engineering workflowsData Diff Compare datasets within or across databases with value-level precision at any scaleAnomaly Detection ML-driven monitoring across all dimensions of data qualityColumn-Level Lineage See how data moves and transforms through your data ecosystem from source to end applicationCustomersResources ResourcesBlog Insight and analysis of the latest trendsGuides Deep dives and best practicesChangelog The latest changes to the Datafold platformDocs How to put Datafold to work for your teamFeaturedThe Practical Guide to Data ModernizationMigrate with confidence and build a scalable, AI-ready data stack.PricingLog inRequest a DemoReady for AI, but stuck with legacy data infrastructure?Your data stack shouldn’t hold you back. It should be your biggest competitive advantage. Stop fighting legacy roadblocks and build an AI-ready data stack with confidence.Every data migration needs a hero!A data migration shouldn’t be your villain origin story. Learn from the best (and worst) data migrations.Explore the Data Migration Guide Now Get migrations right the first time with our new guide on data migration best practices.Learn strategies to mitigate risks, streamline processes, and deliver on-time and on-budget outcomes that earn stakeholder trust. The platform for data engineering teams Get modern with lightning-fast data platform migrations. Stay modern with automated data quality testing and monitoring.Powering leading data teams Get modern. Stay modern.MigrateTestMonitorAutomated Data Platform Migrations delivered in weeks — not years. Move 6x faster with full confidence in your new code.PlanMap column-level lineage to assess migration complexity, creating a detailed blueprint that makes every dependency explicit and your timeline predictable.TranslateConvert any SQL dialect or GUI-based transformation into your target system through an intelligent feedback loop that refines code until perfect parity is achieved.ValidateCompare the impact of code changes at the value level, automatically checking every record to ensure 100% data accuracy without manual effort.ShipUse comprehensive validation reports and auditable data diff evidence for quick stakeholder sign-off and confidence decommissioning your legacy system.Prevent bad code deploys with automated testingFind issues before they shipIdentify value-level differences between development and production versions of your data through automated testing in CI/CD.Surface insights within each PRAutomatic summaries on every Pull Request highlight important changes and their downstream effects so you can focus your attention where it matters.Investigate the unknownDiagnose tricky issues with our Code Review agent. Ask natural language questions about your PR or unexpected findings in a Data Diff.Meaningful impact analysisIntegrated column-level lineage connects the dots between proposed changes and up or downstream dependencies.Datafold integrates with 50+ popular data toolsDetect and resolve data quality issues before they impact your business.Real-time anomaly detectionTrack metrics like row counts, freshness, and business-specific indicators with ML models that learn normal patterns and alert you when data behaves unexpectedly.Data test monitoringValidate data against business rules with SQL queries that identify and surface specific failing records, ensuring your data meets quality expectations.Schema change detection Stay ahead of breaking changes with immediate alerts when table structures are modified, preventing downstream failures in pipelines and applications.Monitors as codeCreate and manage monitors at scale using version controlled YAML.Datafold integrates with 50+ popular data toolsWho we work withSIsWhether you’re looking to accelerate a customer’s migration or win an RFP, we’ll work with you to guarantee a compelling timeline and price — backed by AI-native tech under the hood.Learn more PartnersWe partner with 50+ technology companies, including the leading data warehouses, lakes, and orchestrators to support seamless modernization.Learn more YouFree your team from toilsome, manual work. Datafold automates critical workflows to increase velocity, improve quality, and transform data engineering’s impact.Learn more Let's Chat Faire Logo “No question, I would recommend Datafold for any large-scale migration. We migrated 5000+ tables from Redshift to Snowflake 6 months faster than planned with 100% parity.”Jon Medwig|Staff Data Engineer, FaireRead the full story“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.”Adam Underwood|Staff Analytics Engineer, EventbriteRead the full story“Datafold helps you find the hidden changes you didn't know you made to your data, helping you if they're unintended or understanding what's causing them.”Zachary Baustein|Lead Product Analyst, Rocket MoneyRead the full storyReady to get started?Request a demoPricing Privacy Policy|MSA|DPA© 2025 DatafoldProductMigrationsCI and TestingMonitorsReplication TestingPricingTechnologyAI AgentsData DiffColumn-Level LineageAnomaly DetectionResourcesBlogCustomersGuidesDocsChangelogCompanyAboutCareersContact"