# Metric Oak

> Metric Oak engineers the data platforms enterprise AI runs on: Databricks, Snowflake and Microsoft Fabric migration, platform engineering, AI-ready data, governance and cost optimization.

Metric Oak is a data engineering services firm for enterprises ($500M–$10B revenue). Senior engineers deliver fixed-scope programs with measured outcomes on Databricks, Snowflake and Microsoft Fabric. Positioning: "AI fails on bad data. We engineer the data layer underneath it."

## Start here
- [Data Platform Assessment](https://metricoak.com/services/data-platform-assessment): 3 weeks, fixed fee, current-state architecture, risks, cost baseline and a priced roadmap.
- [Book an architecture review](https://metricoak.com/book): free 30-minute call with a senior architect.

## Services
- [Cloud data migration](https://metricoak.com/services/cloud-data-migration): Legacy warehouse to lakehouse, with parallel-run validation.
- [Data platform engineering](https://metricoak.com/services/data-platform-engineering): Databricks, Snowflake and Fabric built to production standards.
- [AI-ready data](https://metricoak.com/services/ai-ready-data): Governed, retrievable data for GenAI, RAG and agents.
- [Data quality & governance](https://metricoak.com/services/data-quality-governance): Contracts, lineage and access control that auditors accept.
- [Cloud data cost optimization](https://metricoak.com/services/cloud-data-cost-optimization): Find and remove the spend your workloads don't need.
- [Managed data platform](https://metricoak.com/services/managed-data-platform): We run it, with SLAs, after we build it.

## Industries
- [Financial services & fintech](https://metricoak.com/industries/financial-services-fintech): Risk, regulatory reporting and real-time payments data.
- [B2B marketplaces & ecommerce](https://metricoak.com/industries/b2b-marketplaces-ecommerce): Catalog, pricing and order data at marketplace scale.
- [Healthcare & life sciences](https://metricoak.com/industries/healthcare-life-sciences): PHI-safe platforms for clinical, claims and R&D data.

## Platforms
- [Databricks](https://metricoak.com/partners/databricks)
- [Snowflake](https://metricoak.com/partners/snowflake)

## Company
- [About](https://metricoak.com/about)
- [Leadership](https://metricoak.com/about/leadership)
- [Case studies](https://metricoak.com/case-studies)
- [Trust center](https://metricoak.com/trust)
- Contact: hello@metricoak.com