Have somebody spend a day or two looking for low-hanging performance fruit. Start with your JSON library, there are some slow ones out there. Also see if you might be unnecessarily de/serializing data structures multiple times in a single thread or process, I've seen that kind of thing creep up over time in reasonably modular codebases.