professional services
Expert Airflow services for your enterprise’s success.
From kickstarting your journey to continued support with our Center of Excellence, our team of Airflow experts will accelerate your data orchestration initiatives.
The world’s leading data teams build with Astro
Service Packages
Our service offerings include flexible options ranging from a 2-4 week kickstart programs to longer term Center of Excellence engagements that span the duration of your contract.
kickstart programs
Accelerate your Astro adoption with expert-led engagements.
Our Kickstart packages help organizations reduce time-to-value and minimize migration complexity through hands-on implementation and development combined with targeted enablement sessions—delivering quick wins and lasting expertise
2 weeks
Airflow on Astro
Start with 5 DAGs migrated or built on Astro
Create or migrate up to 5 DAGs while gaining foundational knowledge through expert-led sessions on Astro architecture, Airflow fundamentals, and production best practices.
Designed for:
- Teams new to Astro wanting a fast, focused start
- Organizations needing quick wins and foundational knowledge
2 weeks
dbt on Astro - Cosmos
Orchestrate dbt projects as production-grade Airflow DAGs
Transform existing dbt projects into 5 production-grade Airflow DAGs with expert guidance on leveraging Cosmos and orchestration best practices.
Designed for:
- Teams with existing dbt projects ready for orchestration
- Organizations wanting to scale dbt with Airflow
2 weeks
Observe on Astro
Implement pipeline observability with alerts and SLAs
Configure Data Products with Alerts and SLAs for up to 5 DAGs while mastering observability best practices for improved pipeline reliability and performance.
Designed for:
- Teams wanting proactive pipeline monitoring
- Organizations prioritizing data reliability and performance
4 weeks
Airflow Migrations
Migrate up to 30 DAGs from existing Airflow environments
Seamlessly migrate and refactor up to 30 DAGs from MWAA, GCC, or self-hosted Airflow with minimal disruption and comprehensive enablement on Astro best practices.
Designed for:
- Teams on MWAA, GCC, or self-hosted OSS Airflow
- Organizations ready to consolidate on Astro with minimal disruption
4 weeks
Data Pipelines
Build 20 new DAGs with expert guidance
Build up to 20 new DAGs through expert-guided discovery, planning, and development while establishing Airflow best practices for your team's future success.
Designed for:
- Teams expanding their data orchestration capabilities
- Organizations with new use cases to implement
4 weeks
Astro Executor
Modernize to Airflow 3 with edge computing capabilities
Migrate from Airflow 2 to Airflow 3 with Remote Agent configuration, converting up to 5 DAGs. Enable secure task execution in your environment while maintaining data sovereignty and compliance through outbound-only connections.
Designed for:
- Teams ready to migrate from Airflow 2 to 3
- Organizations needing distributed architecture for security and compliance
Center of Excellence
Ongoing expert guidance to scale your Astronomer success.
Transform Airflow adoption into long-term success with dedicated teams, scalable enablement frameworks, and accelerated time-to-value throughout your contract.
Meet your center of excellence team

(RSA)

(SDM)
Center of Excellence
Astro
Unlock the full potential of Astro and Airflow, with flexible plans built to match your organizations needs.
Designed for:
- Organizations scaling Astro across multiple teams
- Companies wanting proactive optimization and strategic guidance
Get technical design and performance guidance from your dedicated Resident Solutions Architect and Service Delivery Manager*, ensuring successful outcomes through health checks, team enablement, and strategic roadmap alignment.
Choose the plan best suited for your team:
Small
80 Hours
RSA only
Medium
200 Hours
RSA + SDM
Large
320 Hours
RSA + SDM
Center of Excellence
Astronomer Software
Expert guidance for self-managed Airflow success
Designed for:
- Platform teams building shared Airflow services across the organization
- Organizations requiring on-premise deployments with custom infrastructure
Get 320 hours of blended SDM+RSA support covering platform upgrades, BYO components, CI/CD strategies, and custom infrastructure to ensure successful Astronomer Software production rollout.
320 Hours of support
from both RSA and SDM
Technical guidance with
Software customizations
enablement sessions
Expert-led training included with every package.
Comprehensive enablement sessions are included with all Kickstart and Center of Excellence packages to ensure your team's success.
Airflow Fundamentals Key Concepts
Master core Airflow concepts for building and managing workflows
Astro Fundamentals Key Concepts
Understand Astro's architecture and deployment management
DAG Authoring Best Practice Recommendations
Design and optimize production-ready Airflow DAGs
Astro End State Architecture Design & Production Recommendations
Plan scalable deployments with production best practices
Airflow 3 Fundamentals Key Concepts
Build workflows in Airflow 3 with advanced features
Astro Observe - Key Concepts & Observability Best Practices
Improve pipeline reliability and performance monitoring
Introduction to Orchestrate dbt Workflows with Cosmos
Translate dbt projects into orchestrated DAGs
Astronomer Cosmos Deep Dive and Adaption
Scale dbt adoption with advanced Cosmos capabilities
Remote Agent Architecture Overview and Key Concepts
Enable secure edge execution and distributed deployments
Migration Tooling & Automation
Accelerate your transition to Astronomer with our powerful inhouse tools to expedite migrations from legacy orchestrator or OSS airflow environments.
Starship
Accelerate your migration to Astro from GCC, MWAA, or open-source Airflow.
Starship transfers critical Airflow metadata—Variables, Connections, Pools, and DAG History—to Astro, eliminating manual configuration errors and reducing migration time from days to hours.
Orbiter
Simplified migrations from Control-M, Oozie, Autosys, and other legacy schedulers.
Orbiter automatically converts legacy workflows by extracting JSON/XML/YAML formats into Airflow DAGs, dramatically reducing the complexity and time required to transition from traditional schedulers to Astro.
Organizations from every industry transform
their data operations with Astronomer Global Service Delivery.

This was by far the best professional services experience I’ve ever had.
Nick Wilson
Sr. Manager, Platform Team

Astronomer's professional services team made onboarding effortless. From day one, we saw real value — and by the end, we had a suite of fully operational DAGs running smoothly in production. The experience was seamless, efficient, and highly impactful.
Bill Dunaway
Director of Data Engineering & Operations

We successfully transitioned from Azure Managed Airflow to Astro. From the initial onboarding of Astronomer to the successful setup of the environment, the entire process was seamless and highly efficient. Collaborating with the Astronomer GSD team was an excellent experience, marked by professionalism and strong support throughout. The entire Astronomer team showed extensive knowledge during this engagement and provided outstanding assistance in establishing the Astro environment.
Abhishek Jain
IT Manager

This was by far the best professional services experience I’ve ever had.
Nick Wilson
Sr. Manager, Platform Team

Astronomer's professional services team made onboarding effortless. From day one, we saw real value — and by the end, we had a suite of fully operational DAGs running smoothly in production. The experience was seamless, efficient, and highly impactful.
Bill Dunaway
Director of Data Engineering & Operations

We successfully transitioned from Azure Managed Airflow to Astro. From the initial onboarding of Astronomer to the successful setup of the environment, the entire process was seamless and highly efficient. Collaborating with the Astronomer GSD team was an excellent experience, marked by professionalism and strong support throughout. The entire Astronomer team showed extensive knowledge during this engagement and provided outstanding assistance in establishing the Astro environment.
Abhishek Jain
IT Manager
We no longer spend huge chunks of time fixing outages. Our engineering teams can focus on product engineering, our analytic engineers & data scientists can focus on getting stakeholders the analytics they need.
Nick Wilson
Sr. Manager, Platform Team
With Astro, it's incredibly easy to set up new pipelines; I can create 10 new ones a day if needed. This agility has allowed us to scale up to the point where we needed to create specific deployments for larger teams to better manage and measure their usage.
Yohai Vidergor
VP of Global Data
With Astronomer, we've seen our end-to-end nightly execution time drop nearly 20%. Having Astronomer manage orchestration in one central place gives the application and support teams a lot more control and visibility into our running processes.
Kevin Suchy
Solutions Architect
We no longer spend huge chunks of time fixing outages. Our engineering teams can focus on product engineering, our analytic engineers & data scientists can focus on getting stakeholders the analytics they need.
Nick Wilson
Sr. Manager, Platform Team
With Astro, it's incredibly easy to set up new pipelines; I can create 10 new ones a day if needed. This agility has allowed us to scale up to the point where we needed to create specific deployments for larger teams to better manage and measure their usage.
Yohai Vidergor
VP of Global Data
With Astronomer, we've seen our end-to-end nightly execution time drop nearly 20%. Having Astronomer manage orchestration in one central place gives the application and support teams a lot more control and visibility into our running processes.
Kevin Suchy
Solutions Architect
delivery partners
Expanding Airflow expertise globally through our certified delivery network.




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