The Most Boring Problem Is Often the Most Expensive
When I walk into a distribution business, accounts payable is almost always one of the first places I look. Not because it's exciting — because it's quietly expensive.
Matching invoices to purchase orders, chasing down discrepancies, manual data entry between systems — this work eats an enormous number of hours, and the people doing it are usually capable of much higher-value work.
The Simple ROI Math
You don't need a complicated model to see whether AP automation is worth it. Here's the back-of-the-napkin version:
1. Count the hours. How many hours per week does your team spend on invoice processing, matching, and reconciliation? For many mid-size distributors, it's 30-50+ hours.
2. Apply a loaded cost. Multiply those hours by the fully loaded hourly cost of the people doing the work.
3. Estimate the reduction. Well-implemented automation routinely removes 60-80% of that manual time by auto-matching the clean invoices and flagging only the true exceptions for human review.
4. Add the error and late-fee savings. Fewer manual errors means fewer duplicate payments, fewer missed discounts, and fewer late fees.
For most distributors, the annual savings land well into five or six figures — and the implementation pays for itself in a matter of months, not years.
It's Not About Replacing People
The point of automating AP isn't to cut headcount. It's to stop spending your experienced people's time on data entry. When the AI handles the high-volume matching and only escalates the genuine exceptions, your team spends their time on judgment calls, vendor relationships, and the work that actually requires a human.
That's the pattern across every function I automate: the machine handles the volume, your people handle the judgment.
Start Here, Then Expand
AP is a great first project precisely because the ROI is so easy to measure. Once you've proven it, the same logic extends to product data, order processing, and ecommerce operations.
If you want to know what AP automation would actually save your business, that's exactly the kind of number I help owners put on paper. Let's have a conversation.