Big data pipelines don’t run themselves: to scale sustainably you need an automation strategy.
As organisations evolve their data processing needs become increasingly varied and complex. And centralised solutions to this challenge need to cope with a multi-cloud + on-premise environment.
For orchestrating batched data pipelines, we recommend Apache Airflow.
Apache Airflow started at Airbnb and is used by many other organisations including PayPal, Stripe, Groupon, HBO, ING, Lyft, Quora and Spotify.
It is an open-source Python based project with an intuitive UI and powerful command-line tooling. It offers pre-built connectors for many common technologies, but is also highly extensible to suit your specific needs.
Data Reply are experts in designing, building and optimising robust automation with Airflow. We have IP for accelerating pipeline development, and best practices for orchestrating cloud environments. We also actively support the Airflow open source community.
For those still evaluating Airflow we can review your existing orchestration approach, recommend improvements, and offer practical training to get you into production sooner.
We can also advise on strategies for handling streaming data.