3X Data Engineering

Helping data teams with tools and modern practices to accelerate the data engineering lifecycle.

Data engineering programs take too long, cost too much, and rely too heavily on manual processes. Discovery takes weeks. Estimates miss by 40-60%.Teams spend more time on repetitive analysis than actual engineering. AI augmented data engineering is how you fix it.

3X Data Engineering helps organizations understand, modernize, and scale complex data estates using Distinguished-grade AI accelerators. We combine 25+ years of data engineering experience with advanced AI capability to build accelerators that make data teams measurably faster.

Core services:

Pre-Built Distinguished-Grade AI Data Engineering Accelerators for metadata intelligence, legacy system understanding, reverse engineering, fact-based road mapping and estimation, data model generation, pipeline code generation, bulk code conversion, architecture strategy, and synthetic data generation.

Custom-Built Accelerators designed and delivered in days for client-specific bottlenecks across any platform or data domain.

Strategic Advisory to identify where AI can accelerate your data engineering programs before you commit to tools or large investments.

What makes us different:

Engineering-first. No slideware. Fact-based planning grounded in measured complexity. Practitioner-built accelerators embedding expertise from programs delivered at scale. AI augmented, not AI replaced. We make your data teams 3x more productive. Source ownership with no vendor lock-in. Flexible deployment: client-hosted, cloud-hosted, or sovereign on-prem.

We work with enterprise data teams, mid-market organizations, system integrators, and any company embracing AI augmented data engineering on Snowflake, Databricks, Google BigQuery, Microsoft Fabric, and lakehouse platforms.

Industries: Financial Services, Insurance, Healthcare, Retail, Technology, SaaS, Media. Market: United States. Delivery: Global.