A distribution sales manager is rarely short of questions; they are short of time to reach a number. This guide groups the questions worth asking an AI agent every week, because delay here sits on a declining trend or on budget already burned.
Three weekly buckets
- Brand: which brand had the steepest volume decline, and is the cause a channel or the whole market?
- Customer: has wholesale revenue concentration become dangerous, and which region is losing active customers?
- Campaign: which campaign overspent, and what is its measured effect, including possible cannibalization?
Do not try to resolve these in one long meeting. Each should answer as a single claim with evidence. If the answer takes more than a few minutes, the problem is the tool, not the business complexity. That is the starting point for making the process agentic.