There’s a conversation I keep having with health plan CFOs and health system COOs lately. It usually starts the same way: “The board is asking for a 5%-10% G&A reduction. The first place everyone looks is headcount. But our CAHPS scores can’t go backward.”
When I dig deeper, the constraint is real on both sides. Margins are compressed. Health system operating margins are sitting in the low-single digits, and health plans are absorbing CMS pressure, Medicaid cuts, and Medicare Advantage exits all at once. At the same time, member and patient experience is the metric the board now uses to judge whether transformation is actually working.
Cutting people is the reflex. But the organizations winning right now are doing something different — and the math is more interesting than it looks.
Why fixed headcount is the wrong answer
Enrollment volatility, open enrollment call surges, post-acquisition member onboarding, Medicaid redeterminations — every one of these creates demand that doesn’t behave like a flat line. It spikes, then it falls, then it spikes again somewhere else.
Fixed headcount can’t track that curve. Either you overstaff and the cost sits on the P&L year-round, or you understaff and the experience collapses exactly when it matters most. There is no version of right-sizing an internal contact center that solves both problems at once.
The organizations I see getting this right have stopped trying.
The shift: Replace fixed headcount cost with AI-enhanced managed CX
The model that’s working looks like this: The operational layer between the member and the system becomes a variable cost, not a fixed one. AI handles the repetitive volume that doesn’t need a human. Managed teams handle the conversations that do. The CFO gets a unit cost per interaction instead of a payroll line that grows linearly [DP1] with demand.
What changes operationally is unglamorous: Lower handle time, fewer repeat calls, fewer escalations, better first-contact resolution. What changes financially is significant. And what changes for the member is the part that surprises CFOs most: Experience scores tend to go up, not down, because consistency improves when the operating model is purpose-built for member contact rather than bolted onto everything else the health plan does.
The fix isn’t cutting the experience layer. It’s owning it differently.
Proof, not promises
We ran exactly this model with a major health payer whose member support experience had become a top board-level concern. The cost was the problem on paper. The member experience was the problem in the field. Both had to move at the same time.
The numbers that came out the other side:
- $3.5M in cost savings
- 37.5% drop in AHT
- +23 point rise in QA, compliance scores
The number I’d point out to any healthcare CFO isn’t the $3.5 million. It’s the 23 points. Cost reduction is what every partner promises. Compliance and quality going up at the same time is what happens when the operating model is actually right — when AI is doing the work that creates handle time without creating value, and the human layer is focused on the conversations that move the member experience.
The full story is worth a read if this pattern sounds familiar:
3 questions your CFO will ask
Before any healthcare CX outsourcing decision lands on a board agenda, three numbers come up. They are worth knowing in advance:
- What is our true cost per member or patient interaction today — fully loaded, including supervisors, QA, training, and tech stack?
- What is the unit cost a managed model would charge for the same interaction quality?
- What happens to that unit cost under a 20% demand surge? Internal headcount answers this badly; managed CX answers it well — and that gap is most of the financial case.
If those three numbers move in the right direction, the rest of the conversation gets easier.
A different question for the next board meeting
The question worth asking in the next board meeting isn’t “Where do we cut to hit the G&A number?”
It’s “What is our cost per member interaction today — and what would it look like if it became variable?”
That’s where the real margin is. And in healthcare in 2026, that’s where the real opportunity is too.
