Databricks
Free tierThe unified data, analytics, and AI platform trusted by over 60% of the Fortune 500
Paid·All audiences·Powered by Databricks (DBRX, MosaicML)·API available
Key strengths
Unified lakehouse architecture combining data lake and data warehouseEnterprise-grade AI/ML and GenAI development on proprietary dataServerless Postgres (Lakebase) integrated with lakehouse for AI agentsOpen governance via Unity Catalog across data, models, and dashboardsMassive ecosystem with 20,000+ customers including 60%+ of Fortune 500
Paid only
San Francisco, USA
Founded 2013
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- ETL & Streaming Pipelines — Engineer robust batch and real-time data pipelines using Lakeflow, Delta Live Tables, and Apache Spark with built-in orchestration and data quality monitoring.
- ML Model Training & Deployment — Train, track (MLflow), evaluate, and deploy machine learning models and LLMs at scale using Mosaic AI and Agent Bricks on GPU clusters.
- GenAI Agent Development — Build production-ready AI agents grounded in proprietary data using RAG, tool-calling, and fine-tuning workflows with continuous quality improvement loops.
- Serverless SQL Analytics — Run high-performance SQL queries on lakehouse data using the serverless Databricks SQL warehouse; integrates natively with BI tools like Tableau and Power BI.
- Transactional App Backend (Lakebase) — Use serverless Postgres (Lakebase) as the database layer for AI agents and data apps, tightly integrated with the lakehouse for hybrid transactional/analytical workloads.
- Unified Data Governance — Implement column-level security, data lineage, model registry, and policy enforcement across multi-cloud environments with Unity Catalog.