The case for Kafka I've seen the most is "decoupling". I.e. two pieces of a system, both of which are often owned by one team, are talking to each other over Kafka because this way they are decoupled, which keeps the architecture clean. So, to make the system simpler, we make it more complicated... I was never sold on this.