In a typical CRUD web app, any query that takes milliseconds instead of microseconds should be viewed with suspicion.

In a more charitable interpretation, maybe the parent is talking about sub-100ms total round trip time for an API call over the public internet.

But OP never said it's a CRUD app. Maybe OP did some experimentation with OLAP use cases.