Arroyo is a subscription-based real-time data streaming engine designed for users looking to manage data efficiently. It allows individuals and organizations to transform, filter, aggregate, and join data streams using SQL, yielding results in sub-seconds. Built for scalability, Arroyo can handle from zero to millions of events per second, making it suitable for various environments from local development on MacOS or Linux to deployment in cloud platforms like Docker or Kubernetes.

This powerful tool is tailored for data scientists and engineers, enabling them to create end-to-end applications, models, and dashboards without needing a separate team of streaming experts. Arroyo integrates seamlessly with popular services such as Amazon Kinesis, Apache Kafka, and PostgreSQL, and offers comprehensive support through documentation and live online training. With its modern architecture, Arroyo is an excellent choice for businesses of all sizes looking to leverage real-time data.