Financial | Joe Sherman| August 5, 2025
You get the report at 7:12 a.m. The usual numbers: revenue, COGS, labor hours, machine uptime, on-time delivery. You scan it, nod, and forward it along. Another month, another dashboard full of metrics no one’s quite sure what to do with.
The problem isn’t that you’re not tracking KPIs. It’s that your KPIs are still stuck in 2018. Your plant has evolved. Your supply chain is a whole new beast. Your cost structure has changed dramatically. So why are you still measuring the same old things?
Too many KPIs exist because someone once said they were “industry standard,” not because they actually help you make a better decision. Let’s cut the noise and talk about what matters.
What to Keep, and How to Use It
Some classic metrics still hold value, but only if you look at them with a sharper lens.
- Gross Margin by Product Line: This is a keeper, but you have to go deeper. A stable percentage might look good on paper, but what’s driving it? Look at the volatility. Map it to labor shifts or material cost changes. Don’t just nod because the number looks okay; understand why it’s there.
- Inventory Turns (Adjusted): If you’re calculating this the same way you did five years ago, you’re missing the point. The game has changed. Layer in risk exposure. Track critical parts separately. Understand where you have excess and where you have vulnerabilities. Give the number some teeth.
- On-Time Delivery (from Quote to Customer): Ship dates are a vanity metric. What did you actually promise the customer? That’s your starting point. Measure from the moment you make that promise, not when it leaves your dock. Otherwise, you’re not measuring reliability—you’re measuring self-congratulatory spin.
What Deserves a Rethink
- Budget Variance: A team that comes in 4% over budget because they ramped up production to meet a surprise PO isn’t a problem; that’s adaptability. Variance doesn’t equal failure. It just means something happened. Your job is to find out what happened and whether it was a good thing or a bad thing.
- Labor Hours: In 2025, raw hours mean nothing without context. What were those hours used for? You need to measure value-added time versus wasted motion. If your best technician spent half a shift waiting on a material handler, your “labor efficiency” stat is a lie.
- Downtime: It’s easy to count minutes, but are you connecting that downtime to a cause, a cost, or lost revenue? Unless you know the true financial impact, you’re just counting minutes for fun.
What to Add to Your Dashboard
You don’t need more KPIs. You need better ones. Here are a few that are brutally relevant for today’s manufacturing landscape.
- Cash Conversion Cycle: This is the number of days it takes to turn a dollar of input into a paid invoice. Crucial if you’re operating with thin margins and long lead times. Shorten this cycle, and you free up working capital without borrowing a cent.
- Changeover Time per SKU: For high-mix, low-volume operations, this is your biggest hidden leak. You won’t see it on the income statement, but you’ll feel it in scrap, overtime, late orders, and lost margins. Measure it, and you’ll find where to focus your improvement efforts.
- Quote-to-Cash Lead Time: This one number captures the entire process—from quoting a job to getting paid. It forces sales, operations, and finance to work together. Watch this number closely, and you’ll get a real picture of your company’s overall health and efficiency.
If a KPI doesn’t help you make a specific, actionable decision, it’s not a key performance indicator. It’s just a performance indicator. And those are a dime a dozen.