Green SLAs, red customers

The dashboard is green. The QBR is calm. On-time looks like a number you could put in a case study. Then you get on a call with a customer who is not green. They are refunding. They are shouting. They are in one market you averaged away.

This is the most common lie in the building. A regional SLA that is healthy while a real person is not. I've watched it from the brand side. I watch it inside a 3PL. The colour of the report is not the colour of the relationship.

Green SLAs, red customers. If your number needs an average to survive, it isn't an operation. It's a blend.

How the green gets made

The wrong question is whether you hit the SLA. Of course you want to hit it. The useful question is what the SLA is made of. Six markets blended. One week that hid a bad day. A definition of "delivered" that is kinder than the customer's. Failed attempts that reset a clock. Volume from a well-behaved city covering a thinner lane that is on fire.

Averages are how regional teams stay employed. I'm not being cute. One number is how you staff a call. One number is how you sell coverage. One number is also how a customer in Manila disappears into a percentage that was rescued by Singapore. The customer does not experience a percentage. They experience their parcel.

From inside, you can see the temptation. Special projects, core ops, account teams, everyone is asked for a view. The view that travels upward is the one that fits in a cell. The view that travels to the customer is a late parcel and a silence. Those two views can coexist for a long time. That's the problem. Coexistence feels like control.

Red is information

A red customer is data that your SLA is too coarse. They're telling you a market is its own job. They're telling you a handoff isn't owned. They're telling you that "arrived" meant the airport, not the door. They're telling you the exception process is a group chat. If you respond by showing them the green number, you have chosen the report over the operation.

I keep coming back to the same seams. Customs. Last mile. The gap between airline and ground handler. Packaging that billed like air. A 3PL running a brief that was a hole. None of those show up cleanly in a blended on-time. All of them show up in a person who is done with you.

The P&L knows, even when the dashboard doesn't. Refunds. Repeat purchase that doesn't. The cost of a rescue shipment. The hour of a senior person on a call that should have been a process. Red customers are expensive. Green SLAs can still get you a round of applause in a QBR. Pick which prize you want.

What to look at instead

Look at the number per market. Look at the exceptions, not as a rate to minimise on a slide, but as a queue with owners. Look at time in the gap after air, not just the flight. Look at attempts, not just outcomes. Look at whether "delivered" means the same thing in your contract and in the customer's house.

Get one market honest before you celebrate a region. We still don't have one network. We have six. A green regional SLA is often the sound of those six being blended until they can't embarrass anyone. That's not safety. That's opacity.

If you're the brand, do not outsource this visibility. Your 3PL may give you a beautiful green. Keep a view you trust. Talk to the red customers yourself. They're cheaper than the surprise. If you're on my side of the table, don't fall in love with the cell. The cell is a tool. The customer is the job.

A dashboard can be green while the company is losing the only people who actually pay.

The habit

The habit I want is simple. When the SLA is green, ask who is red. Name the market. Name the seam. Don't leave until the average has been split back into jobs. That's unglamorous. It doesn't need software. It needs someone to refuse the blend.

I don't have a customer count or a save rate to publish. I have the pattern, and I've now seen it long enough from inside the network that I don't need a new case study. Green is easy to ship. Red is the work. If your week was the report, you had a quiet week on paper. Check the customers. That's where the year actually is.