GraalSystems is a cloud native data platform providing support for Beam, Spark, Tensorflow, Samza and many other data processing solutions. At the heart of our architecture are a set of distributed processing and analytics modules using Beam to route over 2 billion events per day from our Apache Pulsar clusters. For our clients, we run also more than 2,000 Beam jobs per day at a very large scale in our production platform