With companies adopting the event streaming pattern, analytics has to become more "realtime" too. A great database for event analytics is Apache Druid. Druid connects natively to various event streaming systems such as Kafka and AWS Kinesis.
Simba Khadder shared his insights on why Pulsar Distributed Messaging system and its separation of storage and brokerage layers are great fit for AI/ML applications.