Introduction
Most healthcare conversations orbit the same themes, patient outcomes, access, cost. But behind every visit, procedure, and bill is a sprawling administrative system quietly determining whether providers get paid at all. It’s messy, opaque, and, according to Matt Seefeld, fundamentally broken.
After 25 years in healthcare consulting, Seefeld isn’t interested in surface-level fixes. He’s focused on something far more granular and far more consequential: every single human action it takes to turn care into payment.
What Medevolve Actually Does
Medevolve sits on top of existing billing systems and tracks what most healthcare platforms ignore: human behavior.
Instead of just measuring outcomes, like how long it takes to get paid, the platform captures every “touch” a person makes on a claim, from the moment a patient enters the system to final reimbursement. That includes follow-ups, corrections, appeals, and everything in between.
The goal is simple but ambitious:
Identify which actions actually lead to payment
Eliminate the ones that don’t
Surface exactly where things break down
It’s less about automation for its own sake and more about understanding why the system needs so much human intervention in the first place.
How It All Started
The idea didn’t come from a boardroom. It came from a hotel room in New York.
At 26, working on a consulting project, Seefeld was trying to answer a deceptively simple question: Where is all the money leaking in the revenue cycle?
He quickly hit a wall. The systems in place could show outcomes but not the human effort behind them.
So he asked something no one else seemed to be asking:
Why can’t billing systems measure every human touch required to get a claim paid?
That question stuck.
It led to his first company, Interpoint, and eventually to Medevolve, each iteration getting closer to a system that doesn’t just report results, but explains them.
Why It Stands Out
Healthcare has no shortage of dashboards, benchmarks, or automation tools. But Seefeld argues most of them are looking in the wrong direction.
The industry relies heavily on “lagging indicators,” metrics that tell you what already went wrong. Think days in accounts receivable or net collection rates. Useful, but reactive.
Medevolve flips that model.
Instead of asking “How bad was last month?”, it asks:
Why did humans need to intervene at all?
Which actions actually mattered?
What could have been prevented upstream?
One of its core metrics, “zero-touch rate,” measures how many claims are processed and paid without any human involvement. For most organizations, that number is far lower than expected, and the gap reveals massive inefficiencies.
The uncomfortable truth?
Many healthcare systems are overstaffed by 40 to 60 percent, not because they have too many people, but because too much of their work is wasted.
A Customer Story
Across Medevolve’s dataset, one pattern keeps repeating:
Between 65 percent and 89 percent of human touches don’t lead to payment.
That means entire teams are spending the majority of their time on actions that don’t move money, resolve claims, or improve outcomes.
Even more striking, over 55 percent of these issues originate before care is ever delivered. Missing insurance verification, lack of authorization, or unclear patient responsibility creates downstream chaos that no amount of backend effort can fully fix.
For clients, the impact is immediate:
Reduced labor costs without cutting capability
Faster payments with fewer interventions
Clear visibility into where breakdowns actually occur
Who It Helps
On paper, Medevolve sells to CFOs and revenue cycle leaders.
In reality, it affects a much broader group:
Healthcare providers, who are struggling to stay financially viable
Administrative teams, overwhelmed by reactive, repetitive work
Rural hospitals, where thin margins can mean closure
Patients, who end up caught in billing confusion and delays
Seefeld is particularly focused on underserved areas, places where a hospital closing isn’t an inconvenience, but a crisis.
Where It’s Going
Medevolve is evolving from a workflow and analytics platform into something more foundational: a data company.
By capturing a unique dataset built on real human actions, not just transactions, it’s positioning itself to power the next wave of healthcare intelligence.
That includes:
Feeding more meaningful data into automation systems
Enabling AI that actually learns from financial outcomes
Building tools that answer complex operational questions instantly
But Seefeld is clear about one thing: automation alone won’t fix healthcare.
Not until it’s tied to outcomes.
Not until it learns from mistakes.
Not until it understands the human layer it’s trying to replace.
Conclusion
Healthcare doesn’t just have a cost problem or an access problem. It has a visibility problem.
Too much of what drives financial success, or failure, happens in the shadows of human effort, undocumented and unmeasured.
Medevolve is betting that if you can see those invisible mechanics clearly enough, you can fix them.
And if you fix them, you don’t just improve margins. You keep hospitals open, reduce friction for patients, and give the system a little more breathing room.
In an industry full of big promises, that’s a refreshingly grounded place to start.
