Databricks

The lakehouse platform behind our data practice. Aloomii is a Databricks consulting partner (Brickbuilder Partner Network) focused on legacy data warehouse migration to Databricks.

Tool outline

What Databricks is, and what we do with it.

The platform

Databricks is a unified data and AI platform built on the lakehouse architecture: open-format storage with warehouse-grade governance and performance.

Delta Lake: ACID tables on open Parquet storage, the default table format for Databricks pipelines.
Unity Catalog: one governance layer for tables, files, models and service principals across workspaces.
Spark, SQL and streaming compute: batch and streaming on the same engine, with Databricks SQL for warehouse-style workloads.
Databricks ML and model serving for the AI workloads that sit on top of the governed data.

How Aloomii works with Databricks

We are a Databricks consulting partner (Brickbuilder Partner Network). We move legacy data estates onto the lakehouse, with agent-assisted execution that compresses migration timelines from quarters to weeks. Start with our Databricks migration services.

Migration Assessment: 2 to 3 weeks, fixed fee. Our Databricks migration cost assessment framework maps your estate and measures a real proof slice.
Databricks Migration & Modernization Sprints: supervised coding agents converting legacy SQL and PySpark into Delta Lake pipelines governed by Unity Catalog. Read how to migrate legacy ETL workloads to Databricks.
Governed agent execution: the same private-execution model we use for Devin, with Unity Catalog service principals for credentials.
Platform builds: currently building the platform for a regional chamber of commerce, built on Databricks. Case study ships this fall.

Questions teams ask us

Databricks at Aloomii, answered

What is Databricks used for?

Databricks is used to run data engineering, analytics and machine learning on one governed platform. Teams land raw data in Delta Lake, govern it with Unity Catalog, transform it with Spark or SQL, and serve dashboards and models from the same tables.

Is Aloomii a Databricks partner?

Yes. Aloomii is a Databricks consulting partner in the Brickbuilder Partner Network (Bronze). Our practice is legacy data warehouse migration to Databricks; details are on our Databricks migration partner page.

Which systems do you migrate to Databricks?

Legacy data warehouses such as Teradata, Synapse and Snowflake, on-prem Hadoop and Spark clusters, and batch PySpark or SQL pipelines. See common Databricks migration challenges and risks for how we handle each.

How do you use coding agents in a Databricks migration?

Supervised coding agents such as Devin convert legacy code into Delta Lake pipelines, each change landing as a pull request with generated tests and a human review gate. Execution runs inside your perimeter via outbound-only connections.

Planning a move to the lakehouse?

See Databricks migration services and the assessment

Or start a conversation about your data estate