MLRs Are Up. Budgets Are Tight. Growth Now Starts with Clean Data.

Date

02/24/2026

Category

Author

David Schneider
Fix the foundation before AI consumes your budget

Summary

  • Medicare Advantage growth has entered a new reality: higher MLRs, tighter budgets, and far less tolerance for spend that doesn’t clearly perform. The focus is shifting from volume-driven growth to disciplined, waste-free growth.
  • Most performance issues start upstream, not in campaigns — driven by broken identities, duplicates, eligibility mismatches, and outdated contact data that quietly drain ROI across channels.
  • In a high-MLR environment, hidden waste matters more than ever. Unqualified, unreachable, or duplicated records still consume budget even if they never convert.
  • Data readiness improves performance without increasing spend, shifting the conversation from asking for more budget to making existing investment work harder.
  • AI is a force multiplier. It amplifies what already exists — good or bad — making strong data fundamentals a prerequisite, not a nice-to-have.
  • The most disciplined teams sequence correctly: fix identity, qualification, and contactability first, then layer innovation.
  • Growth today is about precision over volume, protecting spend upfront, and building credibility with finance by making every dollar count.

The teams that win over the next few years won’t be the ones who spend the most. They’ll be the ones who waste the least.

Growth in Medicare Advantage Right Now

I’ve been having the same conversation with Medicare Advantage marketing teams across the industry. Different companies. Different markets. Different challenges. But the tone is consistent — and refreshingly honest.

Everyone knows the environment has shifted.

Medical loss ratios are elevated. In some cases, they’re brushing against or exceeding the 90% range. Budgets are tighter. Pressure to introduce AI into the process — even when it’s trained on flawed inputs — is unrelenting. And there’s far less tolerance for spending that doesn’t clearly perform.

This isn’t temporary. It’s the operating environment now.

Growth still matters. In many organizations, it matters more than ever. But the days of pushing more volume through the funnel and hoping the math works out on the back end are fading. Every impression, mail piece, and lead hitting the call center is being scrutinized, especially with utilization elevated and margins under pressure.

And honestly, that discipline is long overdue.

The Shift Happening Across the Industry

For years, Medicare growth strategies leaned on scale. More mail. More leads. More calls. More impressions. If response was high enough, inefficiencies could be absorbed.

Today, that’s getting harder to defend.

A high response rate means little if many responders aren’t qualified. A large lead file isn’t an asset if a meaningful share of the records can’t be contacted. Strong enrollment loses its shine if acquisition costs continue to climb.

Finance sees it. Marketing feels it.

The conversation isn’t just, “How do we grow?” anymore.
It has shifted to, “How do we grow without waste?”

That’s a fundamentally different mindset.

When budgets tighten, marketing decisions increasingly get filtered through finance logic. Waste becomes visible. Variability becomes uncomfortable. Consistency becomes valuable.

Where Performance Problems Actually Begin

Most campaign performance issues don’t start in the campaign.

They start upstream.

Broken identities. Eligibility mismatches. Duplicate records. Outdated contact data. Fragmented histories. Conflicting sources overwriting each other.

Each issue feels minor. Together, they create measurable drag across every channel.

A duplicate gets mailed twice. A bad phone number creates cost with no chance of contact. An eligibility miss drives response but not enrollment. A fragmented identity splits performance signals across multiple versions of the same person.

Individually minor. Collectively expensive.

Even small error rates — 5–10% duplication, unreachable records, or qualification mismatches — can quietly absorb meaningful portions of acquisition spend at scale.

Marketing often ends up owning results that were compromised long before launch.

In a High-MLR Environment, Waste Hurts More

When MLRs climb into the 90% range, the margin for error shrinks. Every marketing dollar gets examined. And most teams aren’t being handed more budget — they’re being asked to make the existing budget perform better.

That’s where readiness stops being a “data hygiene” conversation and starts protecting your marketing spend.

Inside every large campaign file, error is already present:

  • The same person appearing multiple times under variations
  • Records that can’t be contacted
  • People who initially look qualified but aren’t
  • Old or conflicting information that was never resolved

Every one of those issues represents marketing spend that never had a chance to convert into members.

It doesn’t show up clearly labeled as waste. Zero percent conversion rates on unqualified prospects get buried inside average response metrics.

But it’s there — and when margins tighten, it becomes impossible to ignore.

The Part That Surprises People

When teams tighten identity, remove duplicates, align eligibility, and improve contact accuracy, something important happens:

Performance improves without increasing spend.

You’re not asking for more budget.
You’re stopping money from leaking out.

In tight margin environments, protecting budget is often more valuable than expanding it.

In many cases, the cost of getting data ready can be offset simply by eliminating the error already sitting inside campaign files. That reframes the conversation completely.

Instead of walking into a CFO meeting requesting more budget to hit your numbers, you walk in saying:

“We made the budget work harder.”

That’s a much stronger position.

The AI Question Everyone Is Asking

AI comes up in nearly every meeting. Boards are asking about it. Vendors are pushing it. Conferences are built around it.

There’s a real sense that if you’re not moving fast, you’re falling behind.

But that’s the wrong starting point.

The bigger risk right now isn’t moving too slowly on AI. It’s skipping the fundamentals that drive acquisition performance.

AI is a force multiplier. It multiplies strengths — and weaknesses.

AI doesn’t fix broken acquisition. It industrializes it.

  • If identity is fragmented, AI optimizes flawed profiles.
  • If qualification logic is loose, it scales outreach to the wrong people.
  • If contact data is wrong, real-time engagement misses at scale.
  • If files are full of duplicates, automation accelerates waste.

AI isn’t a small investment. It requires infrastructure, integration, governance, and new skills. The ROI can be real, but its impact on acquisition is often overstated compared to its value in member engagement and operations.

Meanwhile, the fundamentals still drive a huge share of success.

The smartest teams aren’t anti-AI. They’re disciplined about sequencing. They do the unsexy work first:

  • Tightening identity
  • Locking qualification definitions
  • Improving contactability
  • Protecting response performance
  • Eliminating fragmentation and duplication

Once that engine is clean, innovation compounds. AI enhances performance instead of compensating for broken inputs.

If you skip the data readiness step, you’re layering sophisticated technology on unstable foundations.

In today’s margin environment, that’s not modernization. That’s risk.

What This Means for Marketing Leaders

Marketing teams are under more scrutiny than they were just a few years ago. Every channel is measured. Every campaign is evaluated. Every investment is questioned.

But there’s real opportunity inside that pressure.

  • Improve execution quality — not just volume — and you gain credibility.
  • Deliver stronger outcomes without increasing spend, and leadership notices.
  • Frame performance in terms of discipline and precision, and finance becomes an ally instead of a skeptic.

That’s leverage.

It’s not about doing more. It’s about making fewer mistakes earlier.

What Smart Growth Looks Like Right Now

I’m actually optimistic when I have these conversations with marketers.

Yes, MLR pressure is real. Yes, budgets are tighter. Yes, expectations are higher.

But growth isn’t off the table. It just has to be more focused.

The organizations adapting best aren’t always the ones spending the most. They’re the ones making fewer mistakes at the start. They identify the right audiences earlier. They protect spend before it goes out the door. They remove waste from the data before AI scales errors. They fix what quietly erodes performance before it shows up in results.

And they’re building a story leadership understands:

We didn’t just push harder.
We executed smarter.
We protected the investment.
We made every dollar count.

The teams that win over the next few years won’t be the ones who spend the most.
They’ll be the ones who waste the least.

That’s what disciplined growth looks like in today’s Medicare Advantage environment. The organizations that get the fundamentals right now will be in the strongest position when the market loosens again.

About the Author

David Schneider has 36 years of experience supporting Medicare & Medicaid growth strategies through data preparation and identity resolution. He helps health plans uncover and correct the hidden data issues that quietly waste marketing spend and suppress performance across acquisition channels.

David and Data Decisions Group are trusted by leading healthcare organizations seeking best-practice data solutions to improve reachability, strengthen qualification, and reduce wasted marketing dollars.

If you would like to discuss how clean data can support more focused growth, contact David directly at david.schneider@datadecisionsgroup.com

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