Your question is Integrate LLMs Into Existing Systems. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
You are adding LLM capabilities to an existing enterprise application that already has business workflows, APIs, permissions, and human support paths. The goal is to improve tasks like answering user questions, drafting responses, and taking limited actions, without breaking reliability or trust. Some requests can be handled with grounded retrieval, while others may need tool use against internal systems.
What experience do you have with integrating large language models into existing systems, and how would you approach that work in practice?