We delve into the details of bridging Asynchronous Computing with Meta’s data streams and the data warehouse, enabling a multitude of use cases at Meta. We share insights into technical challenges faced and the strategies employed to scale our data transport layer to handle trillions of daily jobs across thousands of heterogeneous tenants. The associated learnings hold relevance to high-throughput multi-tenant systems in general.