Drowning in technical debt
Legacy systems were not designed for modern data workflows, and task-based paradigms don’t map to your data-centric needs.
Modernization made easy
Don’t let your data modernization strategy stop before it starts. Accelerate innovation and time-to-market with a low-risk incremental adoption.
There’s never been a better time to choose a modern data orchestration platform.
Leave your legacy systems behind
Legacy systems were designed for a different era and different use cases. You shouldn’t be forced to choose between maintaining the status quo and falling behind or undertaking risky “big bang” migrations.
Bottlenecked developer velocity
Slow development cycles lead to frustrated stakeholders and a lack of trust in the data team.
Fragmented visibility
Limited lineage tracking across your data, siloed views by team, with no ability to diagnose failures or understand impact.
Your path to data modernization
Incremental migration with Airlift
Transition from your legacy orchestrator to Dagster without disruption using Airlift. Automatically convert DAGs to data assets while maintaining backward compatibility during migration.
A single control plane for all your data systems
Monitor and manage both legacy and modern pipelines from a single control plane. Observe compute anywhere, in any language with Dagster Pipes. Get unified observability across your entire data platform without having to rewrite every pipeline from scratch.
Instant value gratification
Measure and demonstrate value at each stage of your data modernization journey. Start small, prove ROI, and expand adoption based on tangible outcomes.
Modernizing data operations
Group 1001, an insurance organization, modernized its data operations to handle significant business growth and workload increases. By adopting the Dagster platform, they transitioned from legacy systems to a more efficient and reliable data infrastructure, achieving remarkable speed and maintaining optimal efficiency.
Read full case study
Full migration in less than 4 months
Group 1001 migrated off large legacy systems in just four months with two developers, an accelerated timeline for a complex modernization project.
Thousands of transfers in hours
Group 1001 increased processing speed compared to their previous solution, directly enabled by a modern data platform.
Why teams love Dagster
Seamless integration & scalability
Connect to your existing data stack and scale as your business grows—without bottlenecks.
Built for developers, loved by data leaders
A developer-friendly platform that provides the transparency, control, and insights data leaders need.
Future-proof your data strategy
Scale with your growing data and AI workloads ahead with a flexible, open-source foundation that evolves with your needs.
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.
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Latest writings
The latest news, technologies, and resources from our team.
Blog
The Data Plane Is Yours: Dagster+ Hybrid on Kubernetes and Azure
This article draws on a Dagster+ Hybrid deployment on Kubernetes and Azure at a very large enterprise. It covers the work outside the Helm chart: workload ownership, isolation, networking, identity, sizing, and capacity.
Blog
Orchestration is More than Scheduling: Declarative Automation in Dagster
Define the outcome, not the orchestration. Declarative Automation lets you express your desired asset state while Dagster continuously handles the work needed to achieve it.
Case study
Flo Energy's Data Platform for Critical Energy Data
Flo Energy transformed meter, weather, market, and strategy data into a unified, observable platform with Dagster.