Your platform for AI and data pipelines.

Dagster is a unified control plane for teams to build, scale, and observe their AI & data pipelines with confidence.

Dagster logs interface showing pipeline execution details
Data pipeline dependency graph visualization
Dagster home dashboard with pipeline overview
Slack notification from DagsterSlack notification from Dagster

Trusted by teams building modern data platforms, worldwide

Kraft Heinz logoVanta logoBayer logoSMG logoFanatics logofal logoMagenta logoLM logo
Kraft Heinz logoVanta logoBayer logoSMG logoFanatics logofal logoMagenta logoLM logo
Kraft Heinz logoVanta logoBayer logoSMG logoFanatics logofal logoMagenta logoLM logo
Post Hog logosignify Health logoAMD logoWhat Not logoForm Energy logoUNLEARN logoKahoot logo
Post Hog logosignify Health logoAMD logoWhat Not logoForm Energy logoUNLEARN logoKahoot logo
Post Hog logosignify Health logoAMD logoWhat Not logoForm Energy logoUNLEARN logoKahoot logo

Battle tested data orchestration

A unified platform built to run your most critical data flows, from pipelines and transformations to full-scale AI and ML operations.

ETL & ELT Pipelines

Build reliable pipelines to move data from SaaS apps and APIs to warehouses like Snowflake or BigQuery.

Data Transformation

Orchestrate dbt, Databricks, or Python transformations to produce clean, modeled data that powers analytics and BI.

AI & ML Workflows

Accelerate ML development with pipelines that streamline data prep, model training, and experiment tracking.

ETL & ELT Pipelines
Data Transformation
AI & ML Workflows

Integrated observability

See everything, catch issues fast, and keep your data trusted with built-in lineage, alerting, and real-time health metrics.

Data Catalog & Lineage

Empower teams to discover and understand datasets with clear ownership, lineage, and auto-generated documentation that stays current.

Monitoring & Alerting

Stay ahead of data incidents with intelligent alerts in Slack, and streamlined resolution workflows with AI-powered debugging and impact analysis.

Realtime Health Metrics

Track freshness, performance, costs, and reliability to keep pipelines healthy and stakeholders confident in their data.

Data Catalog & Lineage
Monitoring & Alerting
Realtime Health Metrics

Activate your data with Compass

Turn warehouse data into instant, trustworthy answers for every stakeholder, right inside the tools they already use.

Data-driven Decisions in Seconds

Give your stakeholders instant access to business insights inside the tools they already use, without waiting for reports or dashboards.

Unlock the Power of Your Warehouse

Compass understands your unique business context and answers common business questions with real data from your warehouse.

Governed by the Data Team

Your analysts and data engineers guide Compass behind the scenes with GitOps — so answers stay trustworthy.

Data-driven Decisions in Seconds
Unlock the Power of Your Warehouse
Governed by the Data Team

Roles & permissions

We offer SSO, RBAC and SCIM provisioning, with support for Google, Github and SAML IdPs.

SOC 2 Type II, HIPAA and beyond

We’re independently audited and aligned with the standards that matter most.

Flexible deployment options

Run Dagster on your cloud or ours, with supprt for North American and European regions.

Multi-tenant instances

Keep your code and data isolated with multi-tenant code deployments.

Audit logs and retention policies

Track all activity and changes made to the system with a unified view of all user actions.

Enterprise support

Get dedicated support from our team of Dagster experts.

Ship data and AI products faster.

Automate, monitor, and optimize your data pipelines with ease. Get started today with a free trial or book a demo to see Dagster in action.

Try Dagster+

Trusted by data teams.
Built for scale.
Ready for you.

“Dagster has been instrumental in empowering our development team to deliver insights at 20x the velocity compared to the past. From Idea inception to Insight is down to 2 days vs 6+ months before.”

Gu Xie
Gu Xie
Head of Data Engineering

“Somebody magically built the thing I had been envisioning and wanted, and now it's there and I can use it.”

David Farnan-Williams
David Farnan-Williams
Lead Machine Learning Engineer

"We would not exist today as a company if we didn't move to a single unified codebase, with a real data platform beneath it."

Tom Vykruta
Tom Vykruta
CEO and Cofounder

"Dagster is easy to use, it's ELT friendly, can integrate with the main modern tools out of box and allows you to automate whatever you want wherever it is."

Ismael Rodrigues
Ismael Rodrigues
Lead Data Engineer | C&A Modas (C&A Pay)

New and noteworthy

The latest news, technologies, and resources from our team.

Multi-Tenancy for Modern Data Platforms
Webinar

April 7, 2026

Multi-Tenancy for Modern Data Platforms

Learn the patterns, trade-offs, and production-tested strategies for building multi-tenant data platforms with Dagster.

Deep Dive: Building a Cross-Workspace Control Plane for Databricks
Webinar

March 24, 2026

Deep Dive: Building a Cross-Workspace Control Plane for Databricks

Learn how to build a cross-workspace control plane for Databricks using Dagster — connecting multiple workspaces, dbt, and Fivetran into a single observable asset graph with zero code changes to get started.

Dagster Running Dagster: How We Use Compass for AI Analytics
Webinar

February 17, 2026

Dagster Running Dagster: How We Use Compass for AI Analytics

In this Deep Dive, we're joined by Dagster Analytics Lead Anil Maharjan, who demonstrates how our internal team utilizes Compass to drive AI-driven analysis throughout the company.

DataOps with Dagster: A Practical Guide to Building a Reliable Data Platform
DataOps with Dagster: A Practical Guide to Building a Reliable Data Platform
Blog

March 17, 2026

DataOps with Dagster: A Practical Guide to Building a Reliable Data Platform

DataOps is about building a system that provides visibility into what's happening and control over how it behaves

Unlocking the Full Value of Your Databricks
Unlocking the Full Value of Your Databricks
Blog

March 12, 2026

Unlocking the Full Value of Your Databricks

Standardizing on Databricks is a smart strategic move, but consolidation alone does not create a working operating model across teams, tools, and downstream systems. By pairing Databricks and Unity Catalog with Dagster, enterprises can add the coordination layer needed for dependency visibility, end-to-end lineage, and faster, more confident delivery at scale.

Announcing AI Driven Data Engineering
Announcing AI Driven Data Engineering
Blog

March 5, 2026

Announcing AI Driven Data Engineering

AI coding agents are changing how data engineers work. This Dagster University course shows how to build a production-ready ELT pipeline from prompts while learning practical patterns for reliable AI-assisted development.

How Magenta Telekom Built the Unsinkable Data Platform
Case study

February 25, 2026

How Magenta Telekom Built the Unsinkable Data Platform

Magenta Telekom rebuilt its data infrastructure from the ground up with Dagster, cutting developer onboarding from months to a single day and eliminating the shadow IT and manual workflows that had long slowed the business down.

Scaling FinTech: How smava achieved zero downtime with Dagster
Case study

November 25, 2025

Scaling FinTech: How smava achieved zero downtime with Dagster

smava achieved zero downtime and automated the generation of over 1,000 dbt models by migrating to Dagster's, eliminating maintenance overhead and reducing developer onboarding from weeks to 15 minutes.

Zero Incidents, Maximum Velocity: How HIVED achieved 99.9% pipeline reliability with Dagster
Case study

November 18, 2025

Zero Incidents, Maximum Velocity: How HIVED achieved 99.9% pipeline reliability with Dagster

UK logistics company HIVED achieved 99.9% pipeline reliability with zero data incidents over three years by replacing cron-based workflows with Dagster's unified orchestration platform.

Dagster & ETL
Course

July 15, 2025

Dagster & ETL

Learn how to ingest data to power your assets. You’ll build custom pipelines and see how to use Embedded ETL and Dagster Components to build out your data platform.

Testing with Dagster
Course

July 2, 2025

Testing with Dagster

In this course, learn best practices for testing, including unit tests, mocks, integration tests and applying them to Dagster.

Dagster & dbt
Course

July 2, 2025

Dagster & dbt

Learn how to integrate and orchestrate dbt projects with Dagster. You'll load dbt models into Dagster as assets, build dependencies, and ready your project for production deployment.