But the LLM is not aware of how the business works and why, so someone needs to work with the business to extract the information. Typically it's not well documented.
LLM extraction of the information from the Product Owner is becoming the way to overcome poorly-documented business context.
Non-technical folk are using things like `/grill-me` [0] to seed the LLM with the long-tail complexities that they didn't know they didn't know they needed to put out.
These are language models, being able to talk through something with them and have them extract some information is what they excel at. Given that you’d probably get a halfway decent result with a literal fixed set of questions (an Eliza level docbot) gpt 5.5 is going to nail that as a task.