Databricks

Databricks is a leading data and AI company that provides the Data Intelligence Platform, a unified solution for data engineering, data warehousing, machine learning, and generative AI built on top of the open source Apache Spark and Delta Lake frameworks. Founded in 2013 by the original creators of Apache Spark at UC Berkeley and headquartered in San Francisco, California, Databricks serves more than 10,000 organizations globally, including a majority of Forbes Global 2000 companies.

The Databricks Lakehouse Platform combines the best attributes of data lakes and data warehouses in a unified architecture called the lakehouse. By storing data in open formats (Parquet with Delta Lake) on cloud object storage and providing ACID transaction guarantees, schema enforcement, and SQL performance on top, Databricks enables organizations to use a single data repository for both analytics and machine learning workloads without the complexity and cost of maintaining separate systems.

Databricks Delta Live Tables is a declarative ETL framework that automatically manages the infrastructure and execution dependencies of complex data pipelines, enabling data engineers to focus on defining transformation logic rather than orchestrating pipeline execution. Delta Live Tables provides built-in data quality monitoring, automatic error handling, and pipeline observability through a unified UI.

Databricks MLflow, which Databricks open sourced and donated to the Linux Foundation, has become the de facto standard for managing the machine learning lifecycle including experiment tracking, model packaging, model registry, and model serving. Databricks Machine Learning provides a collaborative environment for data scientists and ML engineers to develop, train, and deploy machine learning models at scale using any Python framework.

Databricks AI/BI provides business intelligence capabilities including natural language query interfaces, automated data visualization, and AI-generated insights that democratize data access for non-technical business users. DBRX and Databricks' partnership with Mosaic AI enable organizations to train, fine-tune, and deploy open source and proprietary large language models within the secure boundaries of their own cloud environment.