Databricks

Databricks operates a B2B cloud software model centred on a managed lakehouse platform. It creates value by consolidating multiple enterprise data functions—ingestion, processing, analytics, governance, model development and application deployment—into one environment. Customers adopt the platform for technical standardisation, multi-workload support and reduced tooling sprawl, while Databricks expands revenue through higher platform usage, broader product adoption and adjacent infrastructure modules.

Databricks is a private US enterprise software company that sells a cloud-based data and AI platform to business customers. Its core offer is a unified lakehouse environment for data storage, engineering, analytics, governance, sharing and machine learning, with adjacent products for SQL warehousing, application development, security monitoring and marketplace-based data exchange. The company serves enterprise data teams, analytics teams, developers, security teams and IT leaders.

The business makes money primarily through consumption-based software pricing tied to platform compute usage, with additional revenue from premium platform capabilities and marketplace-related activity. The platform is positioned to replace or reduce the need for separate tools across data pipelines, warehousing, governance and AI workflows, which supports larger account expansion within enterprise customers.