Enterprise migrations to Databricks

Your data is telling a story. We make it readable.

End-to-end migrations from legacy systems to a governed medallion lakehouse on Databricks — with the reporting and AI assistants on top that your teams will actually use.

Start an assessment How we work
Built on Databricks✦ Delta Lake✦ Unity Catalog✦ Delta Live Tables✦ Azure✦ AWS✦ Power BI✦ Mosaic AI✦
[ 01 ] Why we exist

Your business collects more data than ever — but it’s scattered across spreadsheets, aging warehouses and systems that don’t talk. We bring it together in one lakehouse, so every team sees the same truth, in real time.

[ 02 ] Practices

Four practices.
One lakehouse.

Architecture through answers. Take the whole journey with us, or bring us in exactly where you’re stuck.

01

Enterprise Data Architecture

Secure, adaptable lakehouse design that handles any volume from any source system.

  • —Current-state warehouse review
  • —Medallion & Unity Catalog design
  • —Real-time processing needs
02

Migration & Integration

Pipelines, history and business logic moved to Databricks — and reconciled to the penny.

  • —Streaming pipelines with CDC
  • —Raw to analytics-ready, automated
  • —Side-by-side legacy reconciliation
03

Analytics & Reporting

Real-time dashboards built on the gold layer, and training so your team owns them.

  • —Semantic models & KPIs
  • —Power BI and Databricks AI/BI
  • —Hands-on team enablement
04

Agentic Assistants

AI assistants that answer business questions in plain language — grounded in your governed data.

  • —Built on Unity Catalog permissions
  • —Natural-language analytics
  • —Workflow agents for ops teams
[ 03 ] The lakehouse

From raw source to gold.

Where are you on your data journey? Every engagement lands in the same proven medallion architecture — wherever you start.

SOURCE Legacy systems ERP, CRM, on-prem warehouses, files and SaaS apps.
BRONZE Land Raw data in Delta with full history and lineage.
SILVER Refine Cleaned, conformed, quality-checked entities.
GOLD Serve Business-ready models, governed in Unity Catalog.
INTELLIGENCE Act Dashboards and agentic assistants on trusted data.
10+ Years working side by side in enterprise data
1 Platform, mastered — Databricks, end to end
4 Steps from assessment to go-live
0 Disrupted workflows — legacy runs until numbers match
[ 04 ] Process

We complement workflows.
We don’t interrupt them.

Clear milestones, costs up front, and knowledge that stays with your team long after cutover.

01 — Analyze

Stakeholder sessions and probing questions to map how your data is structured today and where it breaks.

02 — Recommend

A prioritized solution set with costs, needs versus wants, what each piece delivers and training required.

03 — Schedule

A migration timeline in waves, with clearly owned milestones for every party.

04 — Execute

Build, reconcile, cut over and train — then retire legacy on a schedule you approve.

[ 05 ] Industries

Built for the businesses
that run on operations.

Industry

Manufacturing

Unify ERP, MES and supply-chain data for real-time visibility into production, inventory and margin.

Industry

Retail & Distribution

Bring POS, e-commerce and inventory together for demand forecasting and store-level insight.

Industry

Dealerships & Auto Groups

Consolidate DMS, CRM and service data across rooftops into one view of sales and fixed ops.

[ 06 ] Who we are

We’ve lived these migrations from the inside.

Our founders have spent a decade together as data leaders in corporate America, moving companies onto modern platforms — and cleaning up after the ones that went sideways. Now we bring that playbook to you, Databricks-first.

Databricks-focused, and on the path to Databricks Consulting Partner.
01
Senior people, every engagementThe engineers who scope your migration are the ones who build it.
02
Numbers you can trustNothing cuts over until it reconciles against legacy.
03
You own it when we leaveDocumented, tested pipelines and a team trained to run them.
[ 07 ] Get started

How can
we help?

Tell us what you’re migrating from and where you want to land. We’ll come back with a free 30-minute assessment call.

Email us [email protected]

Include your current platform (Teradata, SQL Server, Redshift…), rough data volume, and what you want to get to. We reply within one business day.

Request an assessment