WORKFLOWS

Databricks Workflows

Unified orchestration for data, analytics and AI on the Data Intelligence Platform.

 CUSTOMERS USING DATABRICKS WORKFLOWS

Benefits

Orchestrate any data, analytics or AI workflow

Streamline your pipelines with a managed orchestration service fully integrated into your data platform. Easily define, monitor and automate ETL, analytics and ML workflows with reliability and deep observability.

Simple authoring

Design workflows with simple, intuitive tools built for data practitioners at any level. Define tasks with just a few clicks or in your favorite IDE, making workflow creation simple.

Actionable insights

Gain full visibility into every workflow task with real-time monitoring. Use detailed metrics and analytics to proactively assess production health, quickly identify bottlenecks, troubleshoot issues and ensure seamless operations across your data pipelines.

Proven reliability

Trust a fully managed orchestration service to keep your production workflows running smoothly and reliably. With proven performance and scalability, Databricks Workflows is trusted by thousands of organizations to handle their most critical data pipelines.

Features

Streamline and orchestrate your data pipelines

Easily define, manage and monitor workflows across ETL, analytics and AI pipelines.

Unlock seamless orchestration with versatile task types, including notebooks, SQL, Python and more, to power any data workflow.

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Manage task dependencies and add conditional logic, loops, retries and more to tailor workflows to your unique pipeline requirements.

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control flows can be established between tasks

Run workflows exactly when you need them — with real-time triggers, predefined schedules or on-demand execution.

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Start fast with fully managed, serverless compute — no setup required — and pay-as-you-go pricing for secure, scalable performance without upkeep.

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Track workflow health in real time, diagnose issues with detailed insights and set alerts to stay in control and improve performance.

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More features

AI-Powered Error Diagnosis

Diagnose job errors instantly, providing root cause analysis and fixes to keep your workflows running smoothly.

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Alerts

Get notified of task failures, delays or anomalies via email, Slack or custom webhooks to quickly resolve issues and maintain workflow reliability.

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Repair and Rerun

Repair tasks with ease — retry failed nodes intelligently without rerunning successful ones, saving time, reducing costs and boosting efficiency.

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Modular Orchestration

Simplify complex workflows by breaking them into reusable components, improving maintenance, scalability and flexibility across your data pipelines.

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Data Lineage

Track data flow and transformations across workflows, ensuring visibility into dependencies for improved control, debugging and compliance management.

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CI/CD With Asset Bundles

Integrate CI/CD with Databricks by using Asset Bundles to manage resources, automate deployments and simplify testing with environment-specific configurations.

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Orchestrate SQL Tasks

Run SQL queries on Databricks SQL warehouses, allowing you to create, schedule and monitor workflows with Databricks SQL objects like queries and alerts.

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Power Real-Time Pipelines

Process real-time data streams seamlessly, enabling automated workflows that adapt instantly to new events for timely insights and actions.

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use cases

Unlock the power of Databricks Workflows

Explore Workflows demos

See all demos

DEMO

Databricks Workflows Demo: Real-Time Ingestion, AI-Driven SQL and Seamless Automation

PRODUCT TOUR

In-Product Tour: Discover Databricks Workflows for Orchestrating ETL, Analytics and ML Pipelines

DEMO

Databricks Workflows Demo: Advanced Triggers Driving Real-Time Dashboards

DEMO

Databricks Workflows Demo: Unlock Conditional Execution, SQL Tasks and LLM Orchestration

Discover more

Learn more about how the Databricks Data Intelligence Platform empowers data teams across all your data and AI workloads.

Lakeflow Connect

Efficient data ingestion connectors from any source and native integration with the Data Intelligence Platform unlock easy access to analytics and AI, with unified governance.

DLT

Delivers simplified, declarative pipelines for batch and streaming data processing, ensuring automated, reliable transformations for analytics and AI/ML tasks.

Databricks Assistant

Leverage AI-powered assistance to simplify coding, debug workflows and optimize queries using natural language for faster and more efficient data engineering and analysis.

Lakehouse Storage

Unify the data in your lakehouse, across all formats and types, for all your analytics and AI workloads.

Unity Catalog

Seamlessly govern all your data assets with the industry’s only unified and open governance solution for data and AI, built into the Databricks Data Intelligence Platform.

The Data Intelligence Platform

Find out how the Databricks Data Intelligence Platform enables your data and AI workloads.

Take the next step

Explore the Workflows docs

Explore resources and guides for Databricks Workflows across AWS, Azure and GCP environments.

Start a free trial

Start your free trial and experience the power of Databricks Workflows for your data needs.