What It Actually Looks Like to Fix the System
A practical way to see how your CX system actually works—and where to fix it first
Everyone says we need to fix the system.
Very few people can describe what that actually looks like inside a live CX operation.
So here’s what it looks like in practice. Not as a framework, but as a sequence of questions that cut through the noise.
Start with how the work actually flows
Most CX organizations have two versions of their operation.
The one in documentation describes how work should move across channels, AI tools, vendors, and internal teams.
The one in practice that shows how it actually operates, including workarounds, duplicate contacts, broken escalation paths, and informal handoffs that keep things running day to day.
Those two versions are rarely the same.
When you look at them side by side, you start to see what metrics alone can’t show: where work is being created unnecessarily, where it’s looping, and where it quietly drops.
That’s where the real diagnostic work starts. Not with dashboards, but with a clear picture of reality.
Look for misalignment between incentives and outcomes
Once you can see the system, the next question is simple:
What is each part of it being rewarded for?
This is where most AI and outsourcing investments break down.
A vendor is measured on handle time and cost per contact.
An AI tool is measured on containment rate.
An internal team is measured on speed to close.
None of these is wrong on its own.
But together, they shape behavior in ways no one explicitly intended.
Set a goal for AI to handle 70% of interactions, and the system will start optimizing for containment rather than resolution. Interactions get deflected rather than solved. Customers who can’t get through escalate in frustration. The metric goes up. The experience gets worse.
Incentives drive behavior. If they don’t align to the outcome you actually want for the customer, the system will drift, no matter how good the technology is.
Identify the few things that are actually causing the failure
Most organizations think they have dozens of problems.
They don’t.
They have a small number of failure points that create dozens of symptoms.
In every CX operation I’ve looked at closely, there are usually three to five breakdowns that, if addressed, would materially change both the customer experience and the operation's performance.
It might be an escalation path that consistently routes to the wrong place.
An AI tool that handles simple interactions well but makes complex ones worse.
A vendor operating against incentives that no longer reflect the work.
The goal isn’t a comprehensive audit. It’s clarity.
Because once you can see the few things that matter, leadership can make decisions instead of managing complexity.
Then prioritize ruthlessly
Not everything that is broken needs to be fixed right now.
Some issues are worth tolerating while you address higher-leverage problems.
Some investments that haven’t delivered yet need a different configuration, not replacement.
Some things that feel urgent are actually downstream symptoms.
The real question is:
What change would create the most meaningful improvement in customer experience and operational performance without adding more complexity to a system that is already hard to run?
That answer is usually narrower than people expect.
That narrowness is a feature.
Why this is so hard to do internally
None of this is conceptually complicated.
But it is very difficult to do from inside a live operation.
When you’re managing volume, running teams, and responding to leadership, the work keeps moving. You don’t get the space to step back and see the system clearly. The gaps stay invisible because the operation is designed to keep going.
What I built around this
This is the work I’ve built a practice around.
I run a focused, two-week diagnostic that:
Maps how work actually flows across your operation
Identifies the 3–5 breakdowns driving the majority of friction, cost, and repeat contact
Aligns those issues to the incentives and metrics shaping behavior
Produces a clear, prioritized set of changes your leadership team can actually act on
You leave with a view of your system that reflects reality, not documentation, and a plan that is narrow enough to execute but meaningful enough to change outcomes.
If you’re a CX leader who has invested in AI or outsourcing in the past year or two and aren’t seeing the results you expected, this is exactly the kind of problem this diagnostic is designed to solve.
You can find more details below, or reach out by email.
