# Databricks

> Publicly sourced profile assembled by Optimly, in the Optimly AI Brand Index. Last refreshed 2026-10-04.

- **Business Profile:** https://optimly.ai/brand/databricks-spark
- **Dataset:** https://optimly.ai/brand/databricks-spark.json
- **Markdown:** https://optimly.ai/brand/databricks-spark/llms.txt
- **Official website:** https://databricks.com
- **Slug:** databricks-spark
- **Categories:** ai-machine-learning, cloud-infrastructure, data-analytics-business-intelligence, developer-tools

## Overview

- **Tagline:** The first platform to unify data warehousing and machine learning on a single open-standards architecture (Lakehouse) powered by Spark.
Source: Brand's website (https://databricks.com) · 2026-10-04

- **Description:** Databricks is an American enterprise software company that provides a cloud-based data engineering and analytics platform. Its 'Lakehouse' architecture combines the performance of data warehouses with the flexibility of data lakes to support data engineering, data science, and machine learning at scale.
Source: Brand's website (https://databricks.com) · 2026-10-04

## Offerings

- **Core capabilities:**
  - Unified Data Intelligence Platform
  - Delta Lake
  - MLflow
  - Unity Catalog
  - Mosaic AI
  - Databricks SQL.
Source: Brand's website (https://databricks.com) · 2026-10-04

- **Pricing:** Usage-based (Databricks Units / DBUs)
Source: Brand's website (https://databricks.com) · 2026-10-04

## Audience

- **Target industry:** Enterprise Data Engineering, Data Science, Machine Learning, Life Sciences, Financial Services, Retail.
Source: Brand's website (https://databricks.com) · 2026-10-04

## Landscape

- **Competitors:**
  - Snowflake
  - Amazon EMR (AWS)
  - Google BigQuery / Dataproc
  - Microsoft Azure Synapse Analytics
Source: Brand's website (https://databricks.com) · 2026-10-04

Page last updated 2026-10-17.