Definitely has it's place. I use redis for caching and queues. And elastic search for document search. But I assume you have a relational database somewhere to

Definitely has it's place. I use redis for caching and queues. And elastic search for document search. But I assume you have a relational database somewhere to manage users and do other relational-type things?