Real‑Time KPIs Beat Month‑Late Reports

There’s a scene that plays out in oil companies every month. The production numbers finally come in. The engineers pull up the reports. And somebody says, “What happened on Well 14 six weeks ago?”

Nobody remembers. The pumper who was on shift that day is on a different rotation now. The field ticket is in a box somewhere. Whatever caused the anomaly has either fixed itself or gotten worse, and either way, you’re reacting to something that’s two months old.

Robert Wichert put it simply on Wisdom at the Wellhead. On the production side, you’re looking at lifting costs, net margins, but typically the production side doesn’t see those numbers for a month or two later. In a conventional accounting system, you could be sixty days before you have anything material, and there’s a lot that’s happened by then.

Sixty days. That’s two months of production, two months of costs, two months of decisions that were made blind because nobody could see what was actually happening in time to do anything about it.

What changes when the engineer sees the financials the same day the barrel hits the tank?

This Is a Normal Day. This Is a Normal Week. But There’s an Anomaly Here.

Robert described what real-time data does for Cougar in a way that I think every production engineer should hear. He said: with almost instantaneous, real-time data, we’re now focusing on trending. We can say, okay, this is a normal day. This is a normal week. But there’s an anomaly here. What caused that? And the engineers can drill straight into it.

That last part is what matters most. The engineers can drill straight into it. Not call accounting and ask for a report. Not wait for month-end close. Not send an email to the field office and hope somebody remembers what happened three weeks ago. They see the anomaly on the dashboard, they click into it, and they’re looking at the tank battery or the wellsite. What’s going on here?

I’ve always said that keeping the technical tied to the financial is one of the most important things you can do in this business. The technical depends on the financial and the financial depends on the technical. When you have those two worlds in lock step, you can actually manage your operation instead of just documenting what already happened.

The Drilling Side Already Figured This Out

Here’s something Robert pointed out that I think highlights the gap. On the drilling side, they already have real-time visibility. The morning report comes in. Prices, projected spend, field tickets. They plot days versus depth, cost versus depth. Everyone knows where they stand every morning.

But on the production side? You wait. You wait for accounting to process the data. You wait for the reports to come out. You wait to find out if you’re making money or losing it on the wells you brought online last quarter.

Why should production operate in the dark when drilling operates in the light? The data exists. The systems to move it exist. The only thing missing in most companies is the connection. And that connection is what Robert built before Cougar ever started producing.

The Three-Barrel Well That’s Actually Losing Money

Robert raised something on the podcast that I think a lot of operators need to hear, even if they don’t want to. He talked about the difference between what financial accounting tells you a well’s lifting cost is versus what happens when you implement activity-based costing and allocate the real corporate burden where the work is actually being done.

His example was direct: a small well that looks profitable at three or four barrels a day. The standard accounting says it’s making money. But once you assign the real G&A burden to it, once you figure out where you’re actually spending time and resources, it starts to become pretty clear that you need to recomplete that well or shut it in. You’re wasting effort on something that isn’t paying for itself.

That’s the 80/20 rule applied to your wellbore. But you can only apply it if your engineers can see the real costs, not the smoothed-out averages that financial accounting gives you. When Robert says he wants his engineers to see what’s going on, he means all of it. Not just production rates. The actual cost of operating each well, including the corporate burden that traditionally gets buried in a single G&A line item.

I’ve seen companies carry marginal wells for years because the standard reports said they were profitable. The reports weren’t lying. They just weren’t telling the whole truth. Activity-based costing tells the whole truth. And sometimes the truth is that you’d be better off spending that time and money somewhere else.

Put a Screen in the Kitchen

One of my favorite moments in the conversation was when Robert described his vision for transparency at Cougar. He said most people in the company will be very well aware of what’s going on operationally. They’ll have access to the dashboards. They’ll be able to see drilling operations, successes, failures. They’ll get a feel for the pulse of the company in their own district.

And then he said something I loved: we’ll have in a kitchen, we’ll have a screen. Here’s operations in your area. Are we trending up? Trending down? What’s impacting it?

A screen in the kitchen. Not a quarterly board meeting. Not a report that sits in somebody’s inbox. A screen on the wall where people pour their coffee and see how the operation is doing today. That’s culture built on data. That’s what happens when you decide that operational truth isn’t something that gets shared on a need-to-know basis. It’s something everybody lives with.

The KPI That Keeps You Honest

Robert also mentioned a management-level KPI that I think deserves more attention than it gets: barrels of oil equivalent per employee. It’s a simple number, and that’s what makes it powerful. Are you growing production faster than you’re growing headcount? Are your systems doing the work, or are you just throwing people at the problem?

Most operators don’t track this. They track production. They track headcount. But they don’t put the two together and ask whether the ratio is moving in the right direction. Robert does. And when your entire operation is connected and your data is flowing in real time, that number means something. It tells you whether the automation and integration you invested in is actually paying off in how efficiently you operate.

Final Thought

You can’t manage what you can’t see. And you can’t fix what happened sixty days ago. The whole point of real-time data isn’t to have more numbers. It’s to have the right numbers at the right time so the people who can actually do something about it have the chance to act before the damage is done.

An engineer who can see an anomaly this morning and drill into the data before lunch is worth more than a report that explains what went wrong last quarter. And a company where everyone can see the pulse of the operation on a screen in the kitchen is a company where the truth doesn’t wait for a meeting to show up.

Robert Wichert designed Cougar Energy so the data shows up before the decisions have to be made, not after. Hear how he thinks about KPIs, transparency, and the sixty-day lag that most operators accept but shouldn’t, on Wisdom at the Wellhead.