Would love the authors to pitch in with their use cases, but I think most people simply do not need sub millisecond analytics. This is mostly replacing typical spark pipelines where you're okay with sub second latencies.

S3 is the cheapest, fully managed storage you can get that can scale infinitely. When you're already archiving to S3, doubling it for analytics saves cost and simplifies data management.