3X Data Engineering

3X Data Engineering is an AI-augmented data engineering firm based in Irvine, California. We help enterprise data teams accelerate complex modernization and migration programs across Microsoft Fabric, Snowflake, Databricks, BigQuery, and Redshift - delivering better outcomes in less time with AI-powered accelerators. Our team brings 25+ years of enterprise data engineering experience across Fortune 50 programs. We combine that expertise with purpose-built accelerators for every phase of the data engineering lifecycle: source-connected discovery and assessment, semantic code conversion, data model transformation, automated testing, and metadata and lineage documentation. Our flagship service, the 8-Day Modernization Canvas, gives data and technology leaders a fact-based view of their estate scope, complexity, and risk before any execution begins. We partner with CDOs, CIOs, Heads of Data, and VP Data Engineering running stalled migrations, compressed timelines, or complex legacy modernization programs.