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Showing posts from July, 2026

When One Agent Tried to DO Everything

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When One Agent Tried to DO Everything The second article in my Finance Agent series My first Collection Manager Agent worked well - until I kept giving it more jobs. What started as a customer-review assistant grew to hanle automated credit-hold analysis, collection-call preparation, and customer email drafting. Each addition made sense. Together, they created a problem. In my first article, I mentioned the importance of narrower scope. This time, I want to show you what happened when I ignored that lesson. Watch: Why I Split One Agent Into Three What the First Version Was Asked to Do The first Collection Manager Agent started with a simple job. Review a customer. Pull the aging, the credit limit, the open invoices. Tell me what to do next. It did that well. Then I started adding to it. • I wanted it to react automatically when a sales order was placed on credit hold. • I wanted it to prepare me for a collection call. • I wanted it to review disputes and promises to pay. • I wa...

AI in Financial Reporting

It has been a while since I posted, but I have been getting a lot of questions lately from clients and from my accounting students about the same topic:  Where does AI actually belong in the financial reporting process?  Everyone wants to know if they should be using it, and the honest answer is that it depends a lot on which part of the process you are talking about. I have been working with several clients on this over the last few months, plus I have an upcoming speaking session on AI in reporting, so I thought I would put some of these thoughts together here. For each point, I am also going to push back on myself a little, because I think that is a more useful way to think through this than just picking a side. Where AI is actually helping right now The clearest win I have seen is variance analysis. AI tools are good at scanning through a large number of GL lines and flagging the ones that look different from what history would predict. Think of a vendor payment that...