Databricks Data Intelligence Platform
Databricks unifies data, analytics, and AI on a single open platform, enabling enterprises to eliminate data silos and operationalize intelligence at scale without vendor lock-in.
Last updated May 11, 2026 by ATDb automated enrichment
- Industry
- Data & AI Infrastructure / AdTech Data Platform
- Business Model
- SaaS / Cloud Platform (Usage-based)
- Target Market
- Enterprise
- Employee Count
- 5001-10000
- Funding
- $3.9B+
- Revenue Range
- $1.5B - $2B ARR
- Parent Company
- Databricks
- API Available
- Yes
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.
Delta Lake
Open-source storage layer providing ACID transactions, scalable metadata handling, and unified batch/streaming data processing
Databricks SQL
Serverless SQL analytics engine optimized for BI and ad-hoc querying on lakehouse data
MLflow
Open-source ML lifecycle management platform for experiment tracking, model registry, and deployment
Unity Catalog
Unified data governance and cataloging solution providing fine-grained access control, lineage, and compliance across all data assets
Databricks AutoML
Automated machine learning tool that helps data teams quickly build and deploy predictive models
Databricks Workflows
Orchestration service for scheduling and managing multi-task data and ML pipelines
Mosaic AI
Suite of tools for building, fine-tuning, and deploying large language models and generative AI applications
Delta Sharing
Open protocol for secure, real-time data sharing across organizations and cloud platforms without data movement
Databricks Marketplace
Data and AI marketplace for discovering, sharing, and monetizing data products and models
Photon Engine
High-performance native vectorized query engine that accelerates SQL and DataFrame workloads on Delta Lake
- 2013Founded