Databricks Data Intelligence Platform

Leader in cloud data and AI platforms; primary open lakehouse alternative to Snowflake, widely adopted as foundational infrastructure in AdTech data stacks

Databricks is a leading data and AI company founded by the creators of Apache Spark, Delta Lake, and MLflow. Its Data Intelligence Platform — the current umbrella brand replacing the older 'Lakehouse Platform' framing — unifies data engineering, data warehousing, streaming, machine learning, and generative AI capabilities on a single, open architecture. The platform is built on Delta Lake and leverages a lakehouse paradigm that combines the flexibility of data lakes with the performance and reliability of data warehouses. In the AdTech and marketing data ecosystem, Databricks is widely used for large-scale audience data processing, identity resolution, customer data platform (CDP) workloads, attribution modeling, and real-time bidding analytics. Its ability to handle petabyte-scale data with low latency makes it a preferred infrastructure layer for ad networks, DSPs, SSPs, and data clean rooms. The platform's Unity Catalog provides fine-grained data governance, which is increasingly critical as privacy regulations reshape how advertising data is managed and shared. Databricks competes directly with Snowflake in the cloud data platform space and with hyperscalers like Google BigQuery and AWS Redshift. It has achieved unicorn-plus status with a valuation exceeding $43 billion as of its most recent funding rounds, and reported over $1.6 billion in annualized revenue in 2024. Its open-source roots and strong ecosystem of integrations — including with major cloud providers, BI tools, and AdTech platforms — have made it a foundational layer for modern data-driven advertising operations.