If you distribute safety gear or PPE, your ERP already holds what you need to see which customers are about to run out, which ones have quietly stopped ordering and which program accounts are drifting off their allocation. The data sits in your invoice history. What’s usually missing is someone with time to look at it every week. A simple reorder alert built on that history can do the looking and hand your reps a short list instead.
I spent seven years running a protective apparel manufacturer and distributor, so this is a problem I know from the inside.
Why PPE reorders are easy to miss
PPE is a consumable, so most accounts buy on a rhythm. Gloves every three weeks, coveralls every month, hearing protection once a quarter. When that rhythm breaks, it usually means something: the customer switched suppliers on one item family, a site closed, a new safety manager changed the spec, or they simply forgot and are about to run short.
My concern is that most distributors only notice after the fact. A rep sees the account is down for the quarter, and by then the business has gone somewhere else. With hundreds of accounts and thousands of SKUs, nobody can watch every rhythm by hand.
What data you need from your ERP
You don’t need clean data or a new system. You need an export of 12 to 24 months of invoice lines with the customer, ship-to, item, item family or category, quantity and date. Most ERPs can produce that as a scheduled report. If you sell through programs or contracts, a list of which accounts are on which program, and what each role or site is allowed to order, makes the alerts a lot sharper.
Item families matter more than SKUs here. A customer who switched from one glove to another isn’t a lost account. A customer who stopped buying gloves entirely might be.
What a reorder alert actually does
The tool learns each account’s normal buying rhythm by item family, then flags the ones that have gone longer than usual without an order. Each week it produces a short list for each rep: the account, what they usually buy, how overdue they are and roughly what that’s worth. The rep decides whether to call. Nothing gets sent to the customer automatically.
Most of this is rules, not AI. Comparing days since the last order with the usual gap is plain math, and I’d rather tell you that than dress it up. Where AI helps is the messy part: matching item descriptions that don’t line up across years, grouping SKUs into families when your categories are inconsistent, and drafting a short note on why an account was flagged so the rep doesn’t have to dig.
You can click through a working sample of this kind of tool, built on invented data. There’s more on the general approach in finding accounts that stopped reordering.
Role-based PPE programs
If you run allocation programs, where each role or site gets a set list of approved items and quantities, the same data can show where a program is drifting. One site ordering far more than its headcount supports, another ordering nothing for two months, a role buying items that aren’t on its approved list. That’s useful for the customer’s safety manager as well as for your margin, and it gives your rep a reason to call that isn’t just “do you need anything?”
Where this breaks
It won’t work well for accounts that buy once a year or only for projects, because there’s no rhythm to learn. It gets noisy if ship-tos are set up inconsistently or the same customer exists under several account numbers, so that cleanup sometimes comes first. And if nobody owns the weekly list, it becomes one more report nobody opens. I’d pick one rep or one region to start, measure how many flagged accounts turned into orders, and expand from there.
Doing it yourself versus getting help
If you have someone comfortable with spreadsheets, a basic version of this is doable in-house: export the invoice lines, calculate the average days between orders by account and item family, and sort by who’s most overdue. Where it gets harder is keeping it running every week, handling the messy item data and getting the list in front of reps in a form they’ll actually use. That’s the part I build, usually as a fixed-fee pilot. There’s more on what drives the cost of a pilot.
Book a 30-minute call and tell me how your accounts usually buy. I’ll tell you whether there’s likely a reorder pattern worth acting on.
