Dagster

Dagster is a Data & Analytics tool that helps teams build, schedule, and monitor reliable data pipelines. It provides a unified control plane for ETL/ELT, AI, and ML operations.

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At a glance

Pricing

Freemium · Enterprise

Free tier

Yes

API

Yes

Skill level

Technical

About

What is Dagster?

Dagster is a modern data orchestrator platform designed to help engineering teams build, scale, and observe their AI and data pipelines with confidence. It offers a unified control plane for managing various data flows, from ETL/ELT pipelines moving data between SaaS apps and warehouses like Snowflake or BigQuery, to orchestrating dbt, Databricks, or Python transformations for clean, modeled data. Dagster also accelerates ML development with pipelines that streamline data prep, model training, and experiment tracking. Key features include integrated observability with built-in lineage, alerting, and real-time health metrics, as well as a data catalog for discovering and understanding datasets. The platform also introduces Compass, an AI data analyst for Slack, turning questions into trusted insights instantly.

Best used for

Ideal for developers and data scientists who need to build, scale, and observe reliable data and AI pipelines, manage ETL/ELT processes, and orchestrate data transformations. Especially valuable for teams requiring integrated observability, data lineage, and AI-powered insights for data-driven decisions.

Common actions

orchestrate data pipelines

monitor data assets

build AI workflows

manage data transformations

ensure data quality

data orchestrationAI ML pipeline orchestrationETL ELT orchestration

Capabilities

Key features

ETL/ELT pipeline orchestration
AI/ML workflow management
Integrated data observability
Data catalog & lineage
Monitoring & alerting
AI data analyst (Compass)
Data transformation orchestration

Target Audience

developerdata scientistproduct manager

Integrations

slacksnowflakebigquerydbtdatabricksfivetrangithubgoogle

Pricing & Plans

Freemium · Enterprise

💰 Pricing plans

FAQs

What is Dagster Compass?

Dagster Compass is an AI data analyst for Slack that allows users to turn questions into trusted insights instantly. It understands your unique business context and answers common business questions using real data from your warehouse, governed by your data team.

Does Dagster support enterprise-level features?

Yes, Dagster offers enterprise-ready features including SSO, RBAC, SCIM provisioning, SOC 2 Type II and HIPAA compliance, flexible deployment options, multi-tenant instances, audit logs, and dedicated enterprise support. It's built for scalability and security.

How does Dagster compare to other data orchestration tools like Airflow?

Dagster provides a unified control plane for building, scaling, and observing data and AI pipelines, emphasizing data assets and integrated observability. It offers features like built-in lineage, alerting, and real-time health metrics, which differentiate it from traditional orchestrators like Airflow by focusing on data reliability and developer experience.

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