American Industrial Data
Hartwell Industrial Mfg
June 2026 (QTD)
Margin Intelligence
Gage Herrmann
This is a sample report for Hartwell Industrial Mfg, a fictional fastener manufacturer with roughly $8 million in annual revenue (about $2 million per quarter). The company and every figure are illustrative, meant to show the kind of findings a business this size can expect from ongoing monitoring.
American Industrial Data's Margin Intelligence platform continuously monitors your core business systems: your ERP, accounting books, time clock, and shipping records. Every day it checks your live transactions against hundreds of known margin-erosion patterns and flags the ones actively costing you money. This is what a monthly snapshot looks like, shown here for June 2026.
The headline is good news: sales volume is strong, and the large majority of the patterns we watch for came back clean. A handful of specific gaps are leaking margin right now, but because we're watching every day, you'd see them while they're still small enough to stop, instead of discovering them at year-end.
The platform continuously checks your data against more than 200 known margin-erosion patterns. This period, the vast majority came back clean. The five below are the ones actively costing you money, ranked by urgency with the hottest first, and every figure is pulled straight from your actual transactions:
| What's Happening | Why | Urgency | % of Revenue | Dollars Lost |
|---|---|---|---|---|
| ▸ Finished products sitting unbilled | Completed goods never invoiced | High | 6.5% | $130,000 |
| Shipping costs never billed to customers | Freight not passed through | High | 4.2% | $84,000 |
| Pricing and discount errors on invoices | Prices don't match contracts | Elevated | 3.8% | $76,000 |
| Tariff and material costs not recovered | Customs costs unaccounted for | Elevated | 1.2% | $24,000 |
| Supplier credits never claimed | Missed vendor credits | Low | 0.8% | $16,000 |
| Total Identified | 16.5% | $330,000 | ||
The hottest flag on your dashboard right now sits in the handoff between the plant floor and accounting. Custom parts are getting built and passing quality inspection, but nothing in the system tells accounting to bill for them.
Here's why this really matters. The lower line is the profit the business actually booked each month. The upper line is where that profit could sit if the specific patterns we flagged were fixed and removed. The shaded band between them is real, recoverable dollars traced to named patterns, and it widens every month:
January – June 2026. The recoverable gap more than doubled, from $58K in January to $127K in June. By June, nearly as much profit was recoverable as the business actually booked. Left alone, it compounds into the $1.3M annual run-rate shown above.
We handle the watching; these are the moves that need a decision on your side. Act on the two open items, and the platform keeps monitoring everything else around the clock:
Priority 1 // This Week
Use the transaction list we've provided to bill the freight you missed and invoice the finished goods sitting in inventory.
Priority 2 // This Month
Connect your warehouse system to your billing system so an invoice is created automatically the moment a part passes final approval.
Ongoing // Automated
Nothing for you to do here. The platform checks operations and accounting every day and flags any new leak the moment it appears.
The gaps behind this $330,000, including unbilled freight, uninvoiced finished goods, and pricing that drifts from contract, don't stay closed on their own. They reopen every month as new orders, new contracts, and new freight lanes flow through your business. That's exactly what continuous monitoring is for.
As long as you're subscribed, the platform watches every day so a new leak can't quietly sink your margin. You'll see it the moment it appears, ranked against hundreds of other patterns, with the trend over time. It's your assurance that nothing new is eating your profit without you knowing.