The work to do before the work begins It’s a common situation to find in businesses right now — there is a proposed product or feature that would involve using AI, such as an LLM-based agent, and discussions begin about how to scope the project and build it. Product and Engineering will have great ideas for how this tool might be useful, and how much excitement it can generate for the business.