Apache Airflow Consultants

Senior US engineers for Airflow estates: assessment, migration, reliability.

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Airflow Estate Assessment

A written read of your DAGs, scheduler, executor, providers and failure history, with a sequenced plan your own team can run with or without us.

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Airflow 2 to Airflow 3 Migration

Upgrade checks cleared, Task SDK rewrites, metadata-database access removed from task code, then a dual run that compares outputs before cutover.

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Pipeline Reliability and Cost Engineering

Parsing time, pools, deferrable sensors, retry and alert policy, executor sizing and managed-environment right-sizing for estates that already run but hurt.

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Retained Airflow Support

A named senior engineer alongside your data team: on-call backup, provider and minor-version upgrades, DAG review and onboarding.

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Platform-neutral

Self-managed Kubernetes, Amazon MWAA, Google Cloud Composer or a single VM. We have no runtime to sell you.

Migration is the core practice

Task SDK rewrites and dual-run validation are what we do every week, not a line in a general data-engineering catalogue.

We will tell you when not to migrate

Some estates should be frozen and shrunk, and some DAGs retired rather than ported. You get that call in writing first.

Senior engineers, billed hourly

No offshore handoff and no per-DAG quote that collapses on the first awkward custom operator.

Tell us what your estate runs on and what is hurting. The first conversation is with the engineer who would do the work.
Talk to an Airflow engineer