I'll ask a few questions, one at a time, and tell you what it's worth and what kind of fix fits. A couple of minutes. No email until the end, and only if you want the written version.
This is an AI advisor Nick built. He reads every conversation and replies himself to anyone who asks.
What's the piece of work? Describe it the way you'd describe it to a friend after work: what comes in, what someone has to do with it, and where it ends up.