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Quality score 72Cdatabricks.com#agents#business

Databricks

Databricks is a unified lakehouse platform for building, deploying, and governing data and AI applications, including AI agents.

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About this tool

Databricks is a unified lakehouse platform for enterprise teams, data engineers, data scientists, and AI developers to build, deploy, and govern data and AI applications, including AI agents. The platform offers AI/BI Dashboards for fast, secure data visualizations; Delta Sharing for securely sharing live data without replication or complex ETL; and Apache Spark Declarative Pipelines for simplifying batch and streaming ETL with automated data quality, change data capture, ingestion, transformation, and unified governance. For AI, Agent Bricks enables faster creation and governance of AI agents with secure connections between data and any AI model; Agent Framework and Agent Evaluation support building production-quality AI agents and assessing output quality; AI Search provides a highly performant vector database with real-time syncing; and ai_query() delivers a 4x improvement in throughput. The platform also includes AI-powered governance controls, AI-powered dashboards, analyst productivity tools, and full-stack developer tools for building and scaling agentic apps where data lives.

Best for
  • Enterprise teams needing a unified lakehouse platform
  • Data engineers building batch and streaming ETL pipelines
  • AI developers building and deploying AI agents
  • Organizations needing secure live data sharing
Use cases
  • securely sharing live data via Delta Sharing
  • creating AI/BI dashboards and visualizations
  • agentic data engineering with natural language
  • building and governing AI agents on enterprise data
  • automating data ingestion and transformation
Strengths
  • Offers free and freemium pricing models with subscription and API-paid options
  • Maturity signals include open-source, public API, model family, and self-hosted
  • Delta Sharing enables open data sharing without replication
  • ai_query() delivers 4x throughput improvement
  • Integrates AI-powered governance controls and AI/BI Dashboards
Limitations
  • High learning curve
  • Some advanced capabilities may involve subscription or API-paid costs

Features & use cases

AI/BI DashboardsDelta Sharing open data sharingApache Spark Declarative PipelinesAgent Bricks agent creation and governanceAgent Framework and Agent EvaluationAI Search vector databaseai_query() 4x throughput improvementAI-powered governance controlsFull-stack developer toolsAutomated data ingestion and transformation

Quick facts

Public API available

At a glance

Monetization
  • Free
  • Freemium
  • Subscription
  • Paid API
Maturity signals
  • Open source
  • Public API
  • Model family
  • Self-hostable
Learning curve
  • High

Resources

Free EditionLearn professional Data and AI tools for freeDatabricks AcademySign in to the Databricks learning platformOpen Source TechnologiesLearn more about the innovations behind the platformResource Center

Sources

Every profile keeps its sources and latest verification date.
01https://www.databricks.com/product/business-intelligence

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