There's a moment that happens in a lot of contact centers, usually around week three of a new quality assurance program, when someone realizes the rubric works perfectly and solves almost nothing.
The rubric itself is usually elegant. A rep answers the phone. Did they greet? Check. Did they use the customer's name? Check. Did they troubleshoot in the right order? Check. Did they close by offering the upgrade? Check. Score: 95. Compliance achieved. The rep gets feedback on how to hit 96 next time. Everyone moves forward.
Except the customer on that call might have hung up frustrated because the troubleshooting was technically correct but didn't address what they actually needed. Or they felt rushed. Or they asked a question that wasn't in the decision tree and the rep, following the rubric, redirected them back to scripted territory instead of just answering it. The rep did everything right according to the scoring system and still created a worse experience.
This isn't a knock on rubrics themselves. Consistency matters. You need some way to measure whether people are doing the job. But there's this quiet gap between a rubric that scores well and a rubric that measures what actually matters. The scoring version is easier to build because it's objective. Did they say the words? Yes or no. Did they follow step four before step five? Did they ask the compliance question? These are countable. They show up in reports. They trend nicely.
What's much harder to measure is whether the interaction actually helped anyone. Not whether the rep followed the process, but whether the customer felt heard. Whether problems actually got solved or just shuffled along. Whether someone who called in confused left less confused. Whether a potential churn risk got re-engaged or just got checked off a box.
The weird part is that these things can point in opposite directions. A rep who rigidly follows a perfect rubric might hit a 98 while leaving three customers worse off than when they called. Another rep who improvises a solution, deviates from the script, and gets a 76 on the scoring sheet might have actually fixed someone's problem in a way that creates loyalty.
This isn't about letting quality standards slip. It's about noticing that compliance and helpfulness aren't the same thing, and the rubric usually optimizes for the first because it can. Because you can build a tool that scores compliance. Building a tool that measures actual help is harder. It requires thinking about outcomes instead of behaviors, which is messier and less automatable and doesn't produce clean dashboards.
So teams end up with this situation where they're very good at measuring whether people followed the rules and very unclear about whether following the rules is actually working. Reps get trained on the rubric. They optimize for it. And then everyone's confused when customer satisfaction is fine, compliance is high, but something feels off.
The fix isn't throwing out rubrics. It's being honest about what they measure and what they don't. Maybe the rubric handles the baseline, and something else tracks the actual impact. Maybe some behaviors get scored and others get observed differently. Maybe the assumption that a high score means a good call stops going unquestioned.
But first you have to see the gap. And a lot of organizations don't, because the rubric produces numbers and numbers feel like progress.