How I Work With AI

How I Work With AI

Somewhere in the last couple of years, reading anything online started to come with a quiet question: did a person actually write this?

It's a fair question. Here's my answer.

The thinking on this site is mine. The patterns come from more than thirty years inside businesses, from the client files I've cleaned up, the students I've taught at Hofstra University, and the conversations that happen across a Zoom screen when someone finally looks at their numbers. The frameworks are mine. The stories are real, shared with details changed to protect the people in them. The judgment about what matters and what doesn't, that's the part of this work no tool can do.

Here's something many business owners don't realize: AI has been inside your bookkeeping for years. QuickBooks Online, Xero, and every modern accounting platform use it to read your bank feed, suggest categories, and match transactions. Those suggestions are right often enough to look trustworthy. And they are wrong often enough to quietly bend your numbers, one confident little suggestion at a time.

Knowing when the software's confident answer is wrong is a big part of what more than thirty years of experience is for. The platform sees a transaction. I see that this "office expense" is actually a loan payment, that this deposit isn't revenue, that this pattern means something changed in the business three months ago.

So when newer AI tools arrived, I didn't see a threat or a shortcut. I saw the same arrangement I've been working in for years, extended a little further. I use AI for production: drafting, formatting, organizing, the mechanical work of getting an idea from my head onto the page. Nobody believes a bookkeeper is less of a professional because she stopped keeping a paper ledger. The tool handles the arithmetic. The professional still has to know what the numbers mean.

Because that's the second layer, and it's the one that matters most. Even when the books are perfectly clean, the financial statements don't explain themselves. A correct profit and loss statement will not tell you why your margin thinned, whether you can afford the hire, or what the number you keep avoiding is actually asking of you. Correct is the starting line. Understood is the point.

The same standard applies to client work. Every report that goes out under my name has been reviewed by me, questioned by me, and shaped by my read of that client's actual situation. The technology speeds up the assembly. It does not do the noticing. Noticing is the job.

I've built my whole practice on a simple line: information is free, working with me is what you pay for. That was true before AI, and AI has made it more true, not less. Anyone can generate an article about cash flow now. What can't be generated is someone who has watched a specific pattern show up in real books for more than three decades and knows what it means when it shows up in yours.

So if you're reading something here and wondering whether there's a person behind it: there is. She reviewed every word.

If you'd like to talk with the person behind these pages, that's what a discovery call is for. A short Zoom, no pressure, no pitch. Just a conversation about where your numbers stand and what kind of help would actually fit.