Commure Up Close: Amy Connects Clinical Experience to Healthcare AI

When we surveyed 25 CIOs, CHIOs, CTOs, and digital transformation leaders from major health systems, I expected a wide range of perspectives on AI. What I didn’t expect from our survey of CHIME (The College of Healthcare Information Management Executives) members was how consistent the responses would be. Two numbers in particular stood out: 66.7 percent of these leaders said revenue cycle coding is their most pressing operational gap, and 62.5 percent say ambient scribing is the main place AI is delivering ROI today.

Taken together, the survey results and a follow-up focus group discussion suggest that ambient AI adoption is the tip of the iceberg; an early signal of an industry that is optimistic about AI’s potential to address its most persistent operational challenges, starting with documentation and coding. What I heard from these leaders echoes what I see every week in my work with health systems across the country: AI succeeds when it respects provider and administrative workflows, integrates cleanly, and solves problems that have frustrated clinicians and revenue cycle teams for years.

‍The Pain Points Are Clear And Persistent

The top operational needs identified by survey respondents were remarkably aligned. Coding led the list by a wide margin at 66.7 percent, followed by denials management (41.7 percent), patient scheduling (37.5 percent), chart summarization (37.5 percent), and prior authorization (29.2 percent).

These pain points aren’t new, and that in itself is telling. Health systems have invested heavily in EHRs, workflow tools, and process redesign. But the underlying issues (operational complexity, information fragmentation, and the administrative weight placed on clinicians) continue to be a challenge. During the focus group discussion, multiple leaders described the burden of keeping disparate tools connected and the frustration clinicians feel when they are forced to jump in and out of systems that don’t talk to each other. As one participant put it, “copy-and-paste is not integration.” And they’re right.

What resonated with me most as a physician was the feeling that many of these challenges aren’t purely technical. Many of these issues are “change management” challenges that involve human and organizational behavior that can be resistant to change.

Where AI Is Working Today

AI is already delivering meaningful value in several key areas. According to the survey, ambient scribing leads the way, with 62.5 percent of leaders reporting positive ROI. Auto-coding (29.2 percent) and revenue cycle automation (20.8 percent) are also gaining traction, with smaller but notable signals in patient messaging automation and chart summarization (16.7 percent each).

None of this surprised me. In our focus group, leader after leader described ambient scribing as the first technology that clinicians find useful and empowering (respondents reported being actively thanked by clinicians for implementing the technology). Some struggled to recruit providers into their early pilots and now have a thousand clinicians using the solution. Others noted that while time-in-chart may not drop as dramatically as vendors promise, the benefits show up elsewhere (more patients seen per day, higher RVUs, more notes closed within 24 hours, and less burnout).

AI doesn’t always generate ROI in the categories we expect, but it consistently reduces cognitive load and gives clinicians the breathing room they’ve needed for years. Clinicians can reinvest that time into catching up on patient messages, reviewing charts, spending more time with patients in the exam room, or relaxing with their families.

The Barriers Ahead: Integration, Trust, and the EHR Black Hole

The survey reinforced an industry reality: 87.5 percent of health systems look to their EHR vendor first when evaluating new technology. At the same time, 70.8 percent prioritize integration ability, and 75 percent prioritize product strength when selecting a vendor.

This dynamic surfaced repeatedly in our focus group. Leaders are open to innovation, with 62.5 percent saying they are willing to adopt best-in-class solutions, but only if those tools integrate seamlessly into existing workflows. Several participants said that once a non-EHR tool is added, it becomes hard to unwind, which makes organizations risk-averse. Others shared frustration that EHR roadmaps for certain vendors often lag behind operational needs, tying their hands and limiting the pace of innovation.

This is not resistance to AI; it is a reminder that technology must fit the ecosystem in which clinicians already live. Trust is built when tools feel native, predictable, and safe. Anything that adds clicks, toggles, or uncertainty will struggle to find adoption, no matter how sophisticated the underlying algorithms are.

‍Where Leaders Want AI to Go Next

The most energizing part of the focus group was the future leaders described. Many want real-time, context-aware decision support that draws from the conversation in the room, the patient’s history, and clinical guidelines, surfacing insights during the visit, not after. Others are focused on the patient journey, especially the friction points during referrals, care transitions, and post-acute coordination.

Several organizations are investing in enterprise data warehouses or data lakes, hoping to make decades of clinical and financial data accessible for the next generation of AI tools. Leaders are also seeing early wins in operational AI, optimizing the OR schedule, reducing overtime in the ED, and triaging stroke patients more quickly.

The common thread is that they don’t want isolated tools. They want AI that understands their systems, their patients, and their workflows from end to end. The Commure platform focuses on this end-to-end experience, helping provider organizations deliver higher-quality care at a lower cost.

The Path Forward

The next phase of AI adoption will be focused on execution and the implementation of new technologies into existing service lines. We have seen early wins in ambient scribing and coding automation, and those technologies will be a foundation for what comes next. In order to solve pain points across the entire patient journey, we will need tighter integration, better data foundations, and tools that fit naturally into clinical workflows.

If we stay focused on those fundamentals, AI can reduce friction across the system, strengthen revenue management, and give clinicians time back without adding new layers of complexity. The survey and focus group made one thing clear: health systems are ready to move forward. Our job at Commure is to continue building the technology and the partnerships that make that progress possible.

Tell us a little bit about yourself—what do you like to do outside of work?

My family and I moved to Denver last year. I have a 2-year-old daughter and a 2-month-old son, so my life revolves around whatever they need. We relocated from Arizona to be closer to family (I have a brother and sister here and they are both married with kids!). Outside of work, we try to be as active as we can. Getting out and exploring Colorado and trying to coordinate as much as we can with friends and family in the area. 

As a kid, what did you want to be when you grew up?

I grew up in a competitive environment. I am the oldest of 5 (our family consists of 2 brothers followed by 2 sisters). Our lives had always been sports and I never imagined myself doing anything outside of that. My brothers and I all played football through college while my sisters competed in cross country through school. Because of this I always imagined myself as an athlete.

Describe a day in the life of your role.

Every day is different. I support a region of account executives who, for the most part, all come from clinical backgrounds. I am on calls most of the day, ranging from sales calls across the deal cycle where I am leading and/or supporting my team, strategic leadership discussions, collaboration across internal divisions, and also packing a bag and going to meet face-to-face onsite with groups!

What made you decide to join Commure?

I spent the better part of 2 years after I finished my MBA networking to find out what was next for my career. I explored everything you could imagine. I have a PT background and wanted to move more into the business side. I met Greg Martinez, who had really just started to get the clinical motion going here at Athelas-Commure, and it was really a quick no-brainer. I couldn't afford not to take the risk after seeing where the company was, where it's going, and the people involved. I had to be a part of it. 

How would you describe the Commure company culture?

It’s about the people. We have such a strong foundation in leadership. We understand the opportunity we have here to push this industry forward, we align on “why” we are doing what we are doing, and we have built so much trust together.

What advice would you give someone on their first day at Commure?

Keep moving. Ask all the questions because there is never enough time to learn it all. Lean on your leaders.

Interested in a career building the next generation of healthcare technology powered by AI? We are always looking for talented people across our departments.

Explore Career Opportunities

The reasons obstetricians chose medicine have little to do with the administrative demands that now dominate the clinical day. Documentation, coding, regulatory training, and the accumulating obligations of the electronic record have steadily encroached on the time clinicians can devote to their patients.

At Ob Hospitalist Group (OBHG), where more than 2,000 clinicians deliver vital women’s health services across the country, this growing imbalance has become increasingly difficult to sustain. That’s why OBHG’s adoption of Commure’s Autonomous Coding marks a decisive shift to restoring time, precision, and focus they need at the point of care. And for clinicians like Dr. Jana Thor, an OB/GYN hospitalist with OBHG, the impact has been both immediate and profound.

“Anything That Gives Us Time Back for Patient Care Is an Asset”

Like many physicians, Dr. Thor approached artificial intelligence in healthcare with hesitation.

“I was skeptical about AI in the clinical setting at first,” she admits. “But Autonomous Coding has been eye-opening. It doesn’t replace physicians or what we do. With the shortage we’re facing as clinicians, anything that saves us time so we can focus on patient care is an asset.”

For years, her coding workflow reflected the same frustrations expressed by clinicians across every specialty: manually entering patient identifiers; searching repeatedly for codes already documented; clicking through fields to supply information already contained elsewhere in the chart; and duplicating work that felt both inefficient and inescapable.

“My old workflow was painful,” she recalls. “Before you could even get to the coding, you had to manually enter the medical record number, date of birth, patient name. Even when your note was detailed and included diagnoses codes, you still had to hunt them down again.”

A Streamlined, Documentation-First Workflow

Commure’s Autonomous Coding fundamentally reshapes that experience. The system interprets clinical documentation (including CPT codes, ICD-10 diagnoses, and modifiers) and uses proprietary AI to autonomously generate the appropriate charge in seconds. What once required extensive manual entry and cross-checking now happens as a natural extension of the physician’s documentation workflow.

“Autonomous Coding has taken all of that and put it into a streamlined process,” Dr. Thor says. “It saves time. It saves clicks. It eliminates duplicate work. I don’t ever see going backwards. It’s a game changer for our workflow and practice.”

Her experience reflects OBHG’s broader results. Within months of launching Commure’s technology at pilot sites, the organization saw:

• 85%+ of charges coded using AI

• An 83% reduction in clinician time spent entering charges

• Improved accuracy through identification of codes clinicians may have missed manually

For frontline physicians, the value is felt moments regained and cognitive load reduced.

A Future Built on Clinician Time and Clinical Excellence

The accelerating demands of modern medicine are not easily reversed. But with the right infrastructure, they can be rebalanced. OBHG’s deployment of Autonomous Coding demonstrates what is possible when technology is shaped around clinicians rather than the other way around. The result is elevated accuracy, efficiency, and the centrality of patient care.

Autonomous Coding is a critical link in a larger, end-to-end revenue cycle workflow that’s part of the patient journey. Paired with Commure Engage and Ambient AI at the front end and supported by the back-end intelligence of Commure RCM, it forms a unified chain from clinical conversation to coded, optimized claim. This cohesion is what transforms isolated gains in efficiency into system-level improvement for patients, clinicians, and operations.

Learn more about the Commure’s partnership with Ob Hospitalist Group.

Clinicians didn’t get into medicine to do clerical work, but all too often are occupied by the painful realities of data entry and coding. Commure Autonomous Coding is an AI-powered solution to get clinicians out of the business of coding. It saves clinicians and coders valuable time by automatically generating medical codes from clinical documentation (including CPT codes, ICD-10 diagnoses, and modifiers). 

When integrated with the Commure Ambient AI documentation platform, autonomous coding creates an end-to-end experience that transforms how healthcare providers document encounters, submit claims, and optimize revenue capture.​​ Learn more in the video below.

Autonomous Coding: A New Way to Manage Medical Billing‍

Autonomous Coding represents a fundamental shift from traditional coding practices—breaking the cycle of 'familiar coding' and surfacing secondary diagnoses and specificities often overlooked in manual practice.

How Commure Autonomous Coding Works

Autonomous Coding leverages machine learning and natural language processing to analyze clinical documentation and automatically assigns CPT codes, ICD-10 diagnoses, and without manual intervention. It performs these tasks in seconds, compared with the one-day to six-week cycle common to manual coding submissions and approvals.

Commure’s Autonomous Coding engine leverages multi-layered analysis to ensure accuracy and that every billable aspect of a patient encounter is captured:

• Diagnosis coding: Extracts conditions with specificity that meet MEAT (Monitor, Evaluate, Assess, Treat) criteria from clinical documents.
• Procedure and service coding:  Identifies services provided during the visit and follows CPT, AMA, and CMS guidelines to generate codes.

Commure Autonomous Coding stands apart through its reasoning engine, which clearly explains every code it assigns. After codes are generated, providers can review the complete rationale—including medical decision-making logic, risk levels, time calculations, and direct references to supporting clinical documentation. This transparency helps providers understand, validate, and trust automated coding decisions while staying compliant with regulations.

Validating and Continuously Improving the Model 

What distinguishes Commure Autonomous Coding is its strict validation and continuous improvement model, which ensures that the model performs well based on client-specific data. This process includes:

• Benchmark Dataset: Before implementation, the Commure team reviews historical billing records to create gold standards”for every type of charge. This ensures that when a charge is generated for a real patient, it is based on the most accurate coding methodology.‍
• Continuous Testing: Commure conducts validation testing of suggested codes against historical coding data from large health systems. Across almost every customer tested, coding auditors have noticed patterns where the AI model selected more appropriate codes than what human coders had originally assigned.‍
• Customized Billing Rules: The solution includes health system and network-specific rules and can layer on payor-specific guidelines as they are updated.‍
• Quarterly and Annual Updates: Coding Guidelines are reviewed annually and quarterly as released, with the option for ad-hoc updates as needed. This ongoing maintenance keeps coding accurate and compliant as requirements change.

Optimizing Autonomous Coding Deployments with Forward Deployed Engineering

Building an effective autonomous coding workflow demands multidisciplinary expertise and strong integrations across multiple systems. Commure’s approach brings together clinical insight, technical depth, and coding proficiency. A typical Commure Autonomous Coding implementation includes:

• Clinical Expertise: A medical doctor serving as Clinical AI Strategy Lead oversees process strategy and ensures clinical alignment, bridging the gap between AI capabilities and real-world clinical workflows.​
• Engineering Leadership: An experienced engineer will lead architecture and development, supported by specialists in E/M automation, ICD-10 logic, product functionality, and quality assurance.
• Coding Proficiency: Certified medical coders (CPC, CPC-I, CBCS) ensure the system adheres to the latest coding guidelines and regulatory requirements.​
• Implementation Support: Implementation specialists facilitate smooth deployment and integration with existing systems and offer round the clock support for critical IT issues.

How Autonomous Coding Fits within the End-to-End Journey

Autonomous Coding serves as a pivotal connector within a comprehensive, end-to-end revenue cycle ecosystem that mirrors the full patient experience. When used alongside Commure Ambient AI and its Clinical Documentation Integrity module (aka CareCues) at the point of care, and reinforced by the downstream intelligence built into Commure RCM, it creates a continuous thread from the clinical encounter through to a fully coded, comprehensive claim. This seamless alignment elevates individual efficiency gains into broader, enterprise-wide improvements for patients, clinicians, and operational teams.

A Transformative Technology for Healthcare

Autonomous Coding signifies a crucial turning point in healthcare revenue cycle management, offering exceptional improvements in speed, accuracy, scalability, and cost-effectiveness. 

For physicians, this technology reduces administrative loads, allowing more focus on patient care. For coding professionals, it eliminates routine tasks and frees them up for complex, high-value work that utilizes their skills. For revenue cycle managers, it speeds up cash flow, enhances accuracy, and provides scalability without proportional staffing increases. 

As the technology evolves and expands, autonomous coding will become a key element of healthcare revenue cycle operations. Interested? Reach out to learn more about Commure Autonomous Coding.

You likely had several options — why did you choose Commure?

Kavan Zommers, VP of Launch Operations (BS Industrial Engineering): Prior to Commure, I spent several years in Technology Consulting at Deloitte and ZS, as well as running Ops at a seed-stage startup. After those experiences, I was on the hunt for a company solving a messy, un-sexy problem. Something with large scope and high impact. Addressing the inefficiencies that reside within U.S. Healthcare today provided me with just that. I saw a team of incredibly hard working individuals willing to do whatever it took to understand the problem that plagues every single healthcare practice and health system across the US. No job was too small for a single person in the company and no one’s voice was ignored. Having an opportunity to build and operationalize from the ground up with this mentality was not something I could pass on.

Bulat Bikmullin, Software Engineer (BS Computer Science): I’ve been working in healthcare and wanted to continue applying my skills in a fast-growing company that is meaningfully improving the industry. I was impressed by how ambitious Commure’s goals are in transforming healthcare. The company is taking on a broad, complex set of problems, and anyone joining can find an area they’re passionate about.

Pei-Hsin Wang, Director of Growth Operations (BS Mechanical Engineering): Before joining Commure, I worked in both large corporations and mid-size companies across several industries. What drew me to Commure was the challenge the team was taking on in healthcare. The industry is incredibly complex, and many workflows are still highly manual. The opportunity to apply technology to meaningfully improve these processes—and to support a growing population’s healthcare needs—really resonated with me. I was also excited by the culture of ownership at Commure. The ability to independently lead projects and make end-to-end impact aligned perfectly with the environment I thrive in. 

Ali Zaheeruddin, Senior Director of Operations (BS Computer Engineering & MBA): I’ve worked with companies of all sizes across different industries and at various stages of growth. Large organizations typically have strong product-market fit, which is what fueled their success—but with that comes layers of process and red tape that make decision-making slow. Smaller companies move quickly and give people room to take on diverse challenges, but they often haven’t yet found product-market fit. What stands out to me about Commure is that it sits in the sweet spot: a product in high demand, serving an industry ripe for a technological overhaul, and despite its growth, it still operates with the agility and mindset of a smaller company.
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How did Purdue prepare you for working at Commure?

Kavan: Purdue gave me the building blocks for solving incredibly unstructured problems and marrying business with technology. As an Industrial Engineering major, much of my world revolved around systems and processes, similar to how my role on Launch focuses on translating current state operations of a practice or health system to the future state on Commure’s platform.

Bulat: Studying at Purdue taught me perseverance and the importance of digging deep to understand problems thoroughly—whether it’s a theoretical challenge in class or a real engineering issue at work.

Pei-Hsin: Purdue taught me the critical thinking skills needed to approach ambiguous, open-ended problems—something that’s essential at Commure. I remember an innovation class that emphasized deeply understanding the problem before jumping to a solution, a mindset I use often here. My coursework also required juggling multiple projects at once, which prepared me well for our fast-paced environment. Being able to prioritize effectively has helped me stay focused on the most meaningful problems.

Ali: Every year taught me something new—not just academically, but personally. Beyond critical thinking, problem-solving, and the fundamentals of engineering, my time at Purdue started with learning how to be more independent. By the time I graduated, I had come to appreciate how essential collaboration with peers and partners is to achieving meaningful goals.

How have you grown?

Kavan: Commure has given me the opportunity to prove myself as a high-functioning individual contributor, team lead, and now VP of Launch Operations. Every week I face new challenges and new fires, but if there is one thing that my time at Commure has taught me it’s that there is only one right path to resolution: attack the problem and minimize time from information to decision. Act quickly, don’t get distracted by other fires, put things in motion, and keep moving.

Bulat: I joined just three months ago, but I’ve already significantly expanded my understanding of Commure’s tech stack and improved my ability to move quickly and iterate effectively.

Pei-Hsin: Commure has helped me become comfortable operating in white space. Instead of following an existing framework, I’ve learned to create one from scratch and iterate quickly. As the company grows, new challenges continue to emerge, so the work never feels repetitive. I’ve also grown more confident in leading initiatives independently and driving clarity in ambiguous situations.

Ali: At work, you’re never dealing with just one problem—you’re juggling many as you work toward your goals. The real skill lies in identifying the core issues, cutting through the noise, and prioritizing the actions that truly move you toward success.  This is an incredible skill I feel I have learned.
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What is something you are really proud of accomplishing?

Kavan: Over the last 2+ years I have been part of the core team building out our product offering for Federally Qualified Health Centers. 1 in 10 Americans receives care at an FQHC, and yet the software powering these practices has yet to fully solve the intricacies of their operations. As we continue to grow our FQHC offering, we are supporting millions of visits across 8+ states, driving clarity into doctor <> patient interactions, financial statements, and much more.

Bulat: I’m especially proud of working on the self-pay project, which redesigned how patient responsibility is applied. The new system is far more accurate and easier for operations teams to manage.

Pei-Hsin: One of the accomplishments I’m most proud of is building out our team, including establishing a new operations team in India. I was initially nervous about spinning up a net-new function, but within a few months the team grew into a high-performing group that now collaborates closely with our U.S. operations. It’s been incredibly rewarding to see our combined impact grow and to watch the teams come together around shared metrics and goals.

Ali: During my time here, I was asked to help build out the queuing model for our Assist product. We had made a few attempts earlier in the year that didn’t gain traction, but now we’ve reached a point where more than half of our Assist providers are successfully using the new model.
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What would you tell another Purdue student considering Commure today?

Kavan: If you are looking for an opportunity to push yourself beyond any preconceived notions of where the end of the road of your talent lies, Commure is the right place for you. The work we do will force you to get down to the brass text of “how do we solve this problem” under the assumption that there is ALWAYS a way to solve it. And you will wake up every single day knowing you are solving the RIGHT problems. No question.

Bulat: Join if you want to grow quickly and apply all your skills—technical, leadership, and communication—while working on problems that genuinely matter.

Pei-Hsin: If you’re looking for a place to learn quickly, grow your technical skills, and tackle new challenges every day, Commure is a great fit. You’ll take on meaningful responsibility from day one and have plenty of opportunities to expand your impact. It’s also a tight-knit, collaborative team—you’ll build strong relationships and have a lot of fun along the way.

Ali: I’ve worked in a number of places, but if you’re looking to make a real impact on a product that truly matters to people, Commure is the place to do it.

At Commure Nexus in November, we brought together 60 forward-thinking healthcare executives for a one-day event in Nashville to tackle the problems clinicians and operators face every single day: the administrative drag stealing time from patients; the rising cost and complexity of delivering care; the burnout that continues to push good people out of the profession. These were not abstract topics, they’re the lived reality we are attacking to fix.

The Transformation Principles: Vision and Velocity

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‍We opened the day with Hemant Taneja (CEO, General Catalyst) and Tanay Tandon (CEO, Commure) discussing the forces reshaping major industries. Their message: healthcare can’t simply digitize old workflows, it has to rethink how work gets done, who does it, and how technology can remove friction instead of adding to it.

Hot take: Healthcare is embracing LLMs faster than many other industries, a signal indicator of how badly the workforce needs relief. 

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The Commure Difference: Building AI Side-by-Side With the People Who Use It

A highlight of Nexus was the focus on Commure’s Forward Deployed Engineering (FDE) model, led by Max Kruger. Instead of handing customers rigid software and asking them to adapt, we embed engineers directly with operational and clinical teams to understand what’s actually slowing them down… and fix it fast.

During the roundtables, executives spoke openly about work tax in their systems. Our FDE teams listened, sketched ideas, and built prototypes the same day.

In the afternoon, attendees saw the results firsthand at the FDE Showcase: a rapid-fire look at solutions demos born from a same-day 4.5 hour hackathon. It revealed what makes Commure different: our willingness to roll up our sleeves, work side-by-side with customers, and build what they actually need.

Hot take: If your feature requests are stuck in an ambiguous work queue at other vendors, chances are you're not really being prioritized.

Customers & Partners: Planting Seeds of Wisdom

Scaling AI with Impact: Driving ROI and Adoption

‍Dr. Vikesh Tahiliani (HCA Healthcare), Dr. Kermit Murray (Tenet Physician Network), and Evan Kramer (Compassus) shared unfiltered lessons from their ambient AI implementations, including what’s worked, what hasn’t, and how to build trust with clinicians who are balancing competing priorities.

Elevating the Patient Experience

Dr. Louis Potters (Northwell), Phillip Wood (Intermountain Ventures), and Dr. Laura Cooley (The Journal of Patient Experience) discussed how thoughtful, reliable technology frees clinicians to focus on connection, not clerical tasks, and create more connected patient experience.

Future-Proofing the Health Tech Stack

Shane Creech (Ob Hospitalist Group), Ujjwal Ratan (AWS), and Dr. Edmondo Robinson (Downeast Digital) unpacked what it takes to build systems that are data-driven, resilient, and ready for the next wave of innovation, to put health systems fully in the driver’s seat of their transformation.

Hot take: A great solution will adopt itself. If you're not seeing adoption, go back to start.

A Community Committed to Building What Healthcare Deserves

Grateful to the 60 trailblazers that joined us to create the blueprint for how care is delivered for decades to come. This generation of healthcare leaders will be defined by intelligent tools that let people do what they came into medicine to do.

That’s the future we’re building toward… fast, fearlessly, and always with the people of healthcare at the center.

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At Commure, our default mode is heads down: building, refining, and deploying AI side-by-side with our customers. Once a year, we step back and take stock of the impact in context of the Commure Pinnacle Awards. The awards themselves aren’t the point; what matters is recognizing the people who are doing the hard, necessary work to make healthcare better.

This year, we recognized:

System Impact: The Momentum Maker‍‍

Evan Kramer has played a pivotal role in bringing AI and automation to Compassus’ nationwide nursing workforce, enhancing provider satisfaction, retention, and patient access. Compassus, an integrated home-based care provider operating across 35 states with 8,000 nurses, has seen measurable impact under his leadership.

Kramer established the company’s Operational Excellence function, which has helped to drive a 70% adoption rate for AI-driven IDG documentation, reducing documentation time by 70% for this workflow. These efficiencies have enabled Compassus to expand patient access without increasing staff, while also improving clinician satisfaction, giving nurses “their Saturday's back”.

Human Impact: The Heart of Innovation

Gary Avery has driven transformative improvements in patient access and financial health at Optimus Health Care, a Federally Qualified Health Center providing preventive, primary, behavioral and specialty care to patients of all backgrounds. By championing the shift to Commure Engage, he delivered immediate, quantifiable results: patient response rates nearly doubled, rising to an impressive 39%. His efforts boosted outstanding balance collections by 106% annually. Building on this success, Gary is now leading the Commure Agents project to further streamline patient access and scheduling, and extend his vision of more connected, compassionate healthcare.

Clinical Impact: The Digital Doctor

Dr. Kermit A. Murray began as an early adopter of Commure Ambient AI. Recognizing its impact, he took the initiative to promote the solution in a newsletter he manages for Tenet’s physicians, sharing practical tips and success stories to encourage adoption. He’s helped to champion its rollout, bringing more than 100 providers onto the platform across the Arizona Market.

His leadership has gained visibility across Tenet, leading to his appointment by the VP of Tenet Physician Resources to co-chair the systemwide Primary Care Council and aid in AI implementation. In this role, Dr. Murray collaborates with fellow CMOs to scale innovation, enhance clinical workflows, and set a new benchmark for physician-led AI transformation.

‍Power User: The “Mic Drop” Award

As a telehealth, internal medicine, and primary care physician, Dr. Hanbin Zheng has seamlessly integrated Ambient AI into his daily clinical routine, leveraging it to serve a high volume of 30-40 patients every day with precision and empathy. He is on track to complete over 8,000 scribed notes by year’s end, a remarkable testament to his consistency and commitment.

Rendr Care is the largest and most comprehensive multi-specialty medical group dedicated to serving the Chinese community in New York City. With more than 250 providers caring for approximately 166,000 primary care patients across 100+ clinic sites, Rendr plays a crucial role in delivering accessible, high-quality, and culturally attuned care throughout the city’s Chinese neighborhoods.

Celebrating Today’s Innovators, Inspiring Tomorrow’s Progress

As Deepika Bodapati shared with attendees, “The most successful products and launches come from close collaboration between our engineers and our customers. These awardees show exactly what’s possible when technology truly works for people.”

To inquire about next year’s invite-only event, reach out at nexus@commure.com.

Tell us a little bit about yourself. What do you like to do outside of work? 

I'm pretty active, I enjoy surfing, training for triathlons, and hiking. Most of my hobbies involve being outdoors in some form. In the evenings, my wife and I usually unwind with whatever show we're watching. We just finished Yellowstone and absolutely loved it.

As a kid, what did you want to be when you grew up? 

Initially, an artist, though that didn't last too long. Then I was set on becoming a doctor for quite a while. That path has changed, but my interest in healthcare never did!

Describe a day in the life of your role. 

Every day brings something different, which keeps things interesting. I typically start by organizing priorities for myself and my team, then we have a standup to discuss any issues and align on the day ahead. From there, it varies, including architecture design meetings, client calls, heads-down coding, addressing escalations, or helping teammates solve problems. There's always something new to tackle.

What made you decide to join Commure? 

I've always been drawn to healthcare. In college, I majored in Computer Science but also completed all the pre-med requirements because I was genuinely torn between the two paths. I ultimately realized I wanted to build technology for healthcare rather than practice medicine. I also knew I wanted to join a company where I could take on significant ownership and grow quickly. Commure offered exactly that combination.

How would you describe the Commure company culture? 

Passionate and driven. Everyone here genuinely cares about what we're building and the customers we serve. We move quickly and hold ourselves to a high standard, but people are energized by their work. There's a real willingness to roll up your sleeves and tackle the hard problems together.

What advice would you give someone on their first day at Commure? 

Be proactive. Ask questions when something isn't clear. Introduce yourself to people whose work you admire. Speak up if there's a particular problem you want to work on. The opportunities here are real, but you have to take initiative to seize them.

What has been your greatest accomplishment so far at Commure? 

I was on of a small team of engineers tasked with a complete rebuild of our payment infrastructure. Managing a project of that scale while supporting millions of dollars in payments wasn't something I expected to do this early in my career. It's a strong example of what's possible here when you're willing to take on challenging work.

Interested in a career building the next generation of healthcare technology powered by AI? We are always looking for talented people across our departments.

Explore Career Opportunities