Creating simulated versions of tools is difficult and requires a team to build them from scratch and conduct quality assurance and quality control.

“So I'll build simulated versions that can spin up in my own Docker image or, or whatever when I'm, when I'm doing the task. Um, which means we have people that build simulated versions of all these tools, and that's hard to do.”

“Uh, you have to QA it, you have to QC it. You have to, you know, build it from scratch. There's a whole like underlying ecosystem of just building these tools. Um, then you need to be able to, uh, ensure that the world that you're building has all the underlying data that would be reflective of that investment bank.”