I recently attended a dinner of about 25 people who did not work in healthcare. As a talking point, I brought up the Change Healthcare ransomware attack (yes, I know, not the most casual conversation starter). That hack had impacted tens of millions of patients and cost UnitedHealth Group - Change’s owner since 2021 - close to $3 billion. It was big news, but perhaps not the front page news it deserved to be.
And crickets.
So few of the attendees of the dinner, including several clinicians, had heard of Change Healthcare - let alone the broader category of revenue cycle management or RCM. Change is the largest clearinghouse and medical claims processor - and it sits within an industry that’s worth more than $300 billion, conservatively. If clinical care is the brains, arms and legs of healthcare - think of the revenue cycle as its guts… invisible to most people, until there’s a problem. And even then, the vast majority of people don’t understand what it is. But RCM deeply matters, because it's the set of processes that determine if, how and when our providers get paid, as well as whether or not medical procedures or treatments can even happen.
Special thanks to our friends at Smarter Technologies, the automation and insights platform for healthcare efficiency, is a leading AI-powered revenue management platform that combines proprietary clinical agents, human-in-the-loop AI agents, clinical ontology, and global financial and administrative services. The company enables healthcare organizations to automate the entirety of their administrative and financial workflows—helping optimize operational outcomes, reduce costs, and improve patient experiences.

Building on this mission, Smarter Technologies recently surveyed more than 200 hospital and healthcare revenue cycle leaders on how AI is reshaping the industry. The study revealed that 87% of leaders see AI as essential to addressing chronic RCM challenges such as staffing shortages, claim denials, and rising operational complexity. Respondents also highlighted that automation, when combined with clinical context and human oversight, offers the greatest opportunity to drive measurable efficiency gains and financial performance improvements. The findings underscore the growing urgency for hospitals and health systems to adopt intelligent automation solutions that extend beyond task automation to enable truly smarter, more adaptive revenue cycle management. Find full survey findings
For more information, visit www.smartertech.com.
“Let’s use an analogy of a McDonalds,” said Michael Gao, president of Smarter Technologies and a physician, on a phone call with me. “Imagine if the receipts on the number of burgers sold were inaccurate, then it would be hard to operationally run the store.” That observation led Gao to start his company SmarterDx, which later merged with two other companies (Access Healthcare and Thoughtful.ai) to form New Mountain Capital-backed Smarter Technologies. SmarterDx was formed to help hospitals and provider groups better analyze the care delivered, and make sure they’re capturing all the value from it.
Smarter Technologies just announced the acquisition of Pieces Technologies to launch SmarterNotes, which connects clinical notes to quality and reimbursement. That’s another big trend in the space that we’ll get into - ambient documentation technologies are more tightly integrating with the revenue cycle.
Per Gao and a dozen other experts I spoke to, RCM is also going through a massive transformation at this very moment, fueled by AI. New companies are forming in the space, incumbents are facing real threats for the first time in decades, and there’s an unmistakable feeling in the industry that disruption could be coming. What this could result in, according to Gao, is far fewer companies that have their own administrative cost and potentially even dollars flowing back to health systems.
