Where this comes from

I ran a discovery checklist with the finance lead at a four-store natural grocer here. Nothing has been built for them yet. The finance lead had already built Claude projects and a reporting pipeline. The gaps were staff not using those tools, credits for short or damaged deliveries that took too much follow-up, margin tools staff didn’t use, loyalty data nobody mined, and instructions the finance lead wanted to give once and not repeat.

What’s local about it

Independent grocers here compete with big chains. Every credit owed, cost that drifted or billback never claimed comes straight out of margin.

Tennessee taxes food at a lower state rate than other goods, so the item file in your POS has to mark which items are which. When costs and items get changed by hand, that file is where the mistakes hide.

Why in person helps

A grocery back office is easier to understand standing in it. I’d rather watch a delivery get checked in than hear about it on a call.

What I'd automate first

Credits and billbacks you're owed. A delivery shows up short or damaged and the store asks for a credit. Then someone has to remember to chase it. Billbacks and scan-deal money work the same way, and some of it never arrives.

Invoice costs that drift. A vendor raises a cost. The invoice changes and the item file doesn't, so margin slips without anyone deciding it should.

The answers staff keep asking for. The owner and the finance lead answer the same questions every week. Every new hire asks them again.

Margin and loyalty questions in plain English. Margin by category by store means somebody builds a report. Loyalty data gets collected and nobody looks at it.

Reports nobody opens. The tools are paid for and set up. Staff don't use them, so the work still runs through one or two people.

What I'd build for each, for grocery stores

AI and automation for Nashville grocery stores

Where this comes from

What’s local about it

Why in person helps

What I'd automate first

Where I'll come to you

Start with a free 30-minute call.