Achieving Oracle Validation: Unlocking Scalable Solutions to Transform Healthcare Efficiency
Tanay Tandon
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December 11, 2024
Augmedix, part of Commure Ambient, achieves Oracle Validation with Healthcare Industry Expertise for delivering proven, repeatable integration.
Healthcare providers today face unprecedented demands on their time, with documentation burdens ranking as the top contributor to burnout. Physicians spend nearly 50% of their day in the EHR, an NIH statistic underscoring the critical need for innovative solutions to simplify workflows and enable clinicians to focus on delivering high-quality care.
Enter Commure Ambient: a powerful solution for reducing the documentation burden on clinicians. Following our successful acquisition of Augmedix in October, Commure Ambient re-platforms and enhances Augmedix’s core capabilities and services onto the Commure platform. This game-changing advancement not only harnesses the untapped potential of EHR data, but also redefines how care teams document, access, and utilize critical patient information—all while reducing friction in existing workflows.
We’re excited to share that Augmedix, part of Commure Ambient, achieved Oracle Validated Integration, and is part of the Oracle PartnerNetwork. This validation opens the door to scaling across over 2,700 hospitals, 4,000 physician practices, and over 45,000 providers who rely on Cerner every day.
Enhanced Capabilities Powered by Deep EHR Integrations
At the heart of Commure’s innovation is a commitment to deep EHR integration. This allows Commure Ambient to seamlessly orchestrate patient data from various sources—including historical records, labs, imaging, and more—into a single, context-driven view for providers. By embedding intelligent AI capabilities across the entire provider workflow, the platform enables clinicians to:
Before the Visit: Automatically surface the most relevant data from the EHR, eliminating pre-charting burdens.
During the Visit: Leverage ambient AI to transform patient encounters into structured clinical notes in real time, while surfacing decision-support care cues when needed.
After the Visit: Deliver pre-drafted documentation for physician review and attestation, ensuring accuracy, compliance, and efficient billing processes.
This seamless integration of Commure Ambient within the EHR allows providers to spend more time with patients and less time navigating screens—restoring the provider-patient relationship while enhancing operational efficiency.
Transforming Documentation into a Strategic Asset
With Commure Ambient, healthcare organizations gain:
Improved Outcomes: Streamlined workflows reduce documentation time, freeing providers to focus on care delivery.
Operational Excellence: AI-driven accuracy minimizes claim denials and supports compliance with evolving coding standards. The ability to generate error-free documentation enhances operational efficiency, while optimizing revenue cycle.
Enhanced Quality: Deep EHR integrations surface critical data and ‘care nudges’ during patient encounters, driving better patient insights and outcomes.
Ultimately, patients reap the rewards of clinicians who are freed to focus on meaningful interactions and informed, data-driven decision-making. In a time of rising costs, mounting burnout, and heightened scrutiny over care quality, this platform redefines documentation as a strategic asset—empowering all stakeholders and enhancing outcomes at every turn.
Building a Healthier, Connected Future
This milestone with Oracle is just the beginning for Commure. It represents not just a technical achievement but a reaffirmation of our mission to simplify healthcare with AI and create a better, more cost-effective healthcare experience, at scale.
By turning documentation into a strategic asset, Commure Ambient is redefining healthcare efficiency and creating a path toward a more connected, patient-focused future.
Agentic AI is already changing the way we live and work. In fact, by 2025, 85% of enterprises plan to implement AI agents into their business operations. From helping people schedule events to answering live customer questions, they are quickly becoming indispensable.
But when it comes to healthcare, the stakes are higher—and so is the opportunity. AI healthcare agents are poised to transform how health systems operate, engage with patients, and deliver care.
What Is Healthcare Agentic AI?
Healthcare Agentic AI refers to intelligent software tools purpose-built to autonomously perform complex tasks across a health system, in coordination with humans and each other. Unlike traditional AI assistants that follow scripts or handle narrow tasks, AI agents operate with greater autonomy, contextual understanding, and adaptability.
These agents are embedded into clinical and operational workflows—not bolted on—enabling them to not only provide information but also take meaningful actions. In healthcare, this means they can proactively streamline patient intake, manage claims, resolve billing issues, generate personalized discharge instructions, coordinate care across departments, and much more.
Commure’s Agentic AI platform is designed specifically for the complexities of healthcare, equipping health systems with scalable, secure, and collaborative agents that continuously learn and improve over time.
How Agentic AI Differs from Legacy AI
Legacy healthcare AI systems often rely on rigid rule sets, scripted responses, and limited interoperability. They may work in isolated use cases but quickly break down when faced with the vast scale of modern health systems.
Modern AI healthcare agents, like those powered by Commure, represent a new generation of AI solutions. These agents are proactive, adaptable, and deeply embedded in the tools healthcare teams already use. They can:
Understand and act on patient data, gaining context from the EHR and documentation from prior visits.
Integrate with RCM software, documentation tools, EHRs, and other core hospital systems.
Learn over time, improving responses and automating increasingly complex tasks.
Operate across departments to coordinate tasks like patient intake, follow-ups, and billing without handoffs or dropped threads.
Surface relevant information proactively, reducing the time spent searching through EHRs or waiting on callbacks.
Adapt to changing workflows, policies, and clinical environments without needing reprogramming or retraining from scratch.
This leap from one-off AI tools to collaborative agents will reshape how providers work and care for patients.
Where Agentic AI Has the Greatest Impact in Healthcare
AI agents in healthcare bring tangible value across a wide range of operational and clinical domains:
Patient Access & Engagement
Proactively reduce no-shows and same-day cancellations.
Automate appointment scheduling, confirmations, and follow-ups.
Respond instantly to patient inquiries, improving satisfaction and trust.
Clinical & Operational Efficiency
Automate intake, documentation, and routine communication.
Coordinate care more effectively by connecting staff with real-time data.
Reduce clinician burnout by taking repetitive work off their plates.
Improve staff safety by integrating real-time location-aware duress alerts with coordinated incident response protocols
Revenue Cycle & Billing
Handle billing questions automatically.
Help patients understand and resolve balances.
Submit, track, and reconcile insurance claims, identifying inefficiencies and suggesting improvements.
Commure’s Agentic AI offerings are designed to optimize all these areas by deploying tailored solutions across the entire health system.
Choosing the Right AI Partner for Healthcare
As AI adoption accelerates, health systems must be strategic about choosing partners. Not all AI agents are built to handle the complexity of healthcare.
Here’s what to look for:
Focused on healthcare: Deep domain expertise matters. General agentic AI solutions often miss critical nuances.
Systemic integration: Agents must work within your existing ecosystem—EHRs, call centers, RCM tools, and beyond.
Forward-deployed engineering: Successful AI deployments require the right configuration from the start. Look for a partner that provides forward-deployed engineers to configure, optimize, and support your deployment from day one.
Compliance and trust: HIPAA compliance, data security, and patient privacy must be built into the core of the platform.
Choosing the right partner ensures that your AI strategy evolves with your organization’s needs—not around them.
The Future Is Agentic
AI agents in healthcare are no longer experimental. They’re solving real problems by increasing access to care, reducing burdens on providers, and accelerating revenue.
Commure’s Agentic AI platform represents a new era of healthcare innovation: one where intelligent AI acts as a collaborative teammate across the entire health system.
Ready to see it in action? Join Commure and AWS on April 16 at 10:30 AM PT for a deep dive into what sets agentic AI apart, key insights on future-proofing healthcare operations, and a live demo showcasing real-world agentic AI applications.
Healthcare documentation has long been a necessary but burdensome task, historically eased by medical dictation software or hiring a human scribe. But even with these tools at their disposal, 62% of physicians still report "excessive documentation" as their leading cause of burnout, according to Athenahealth.
Traditional medical dictation software can no longer effectively keep up with the requirements of modern healthcare due to increasing complexity in clinical workflows (increased documentation demands from insurers, ever-increasing complexity in coding requirements, siloed tech tools throughout health systems, staffing shortages, etc.) and the critical need for accurate, timely patient records.
Smarter, AI-powered solutions that integrate directly with EHRs surfacing patient information and offering clinical insights before, during, and after the visit are a necessity to bring healthcare into the modern age.
The Problem with Medical Dictation Software?
Medical dictation software is a tool that captures spoken clinical notes and converts them into text in the EHR, helping providers document patient encounters more efficiently than typing.
While legacy dictation tools aim to make physicians more present, many still end up back at their desks hours later, trying to reconstruct conversations from memory or clean up disjointed notes captured mid-visit. The result is added cognitive load, inconsistent documentation fraught with errors, and a process that still pulls focus away from patient care.
The healthcare industry must shift towards smarter solutions that don’t just transcribe but truly understand and support the clinician’s workflow in real time. That's where Ambient AI comes in.
How Ambient AI Is Transforming Medical Dictation Software
Ambient AI is redefining clinical documentation by addressing the root causes of inefficiency in traditional dictation software. Instead of requiring clinicians to dictate notes after the fact, it passively listens to patient encounters, extracts key medical details, and generates structured, accurate notes in real time.
Here’s how it works:
Passive listening: Ambient AI captures natural conversations between clinicians and patients as the visit happens.
Contextual understanding: It identifies clinically relevant details, filters out small talk, and interprets the intent behind what’s said. Ambient AI also supports multi-party conversations and is able to differentiate between speakers.
Real-time clinical insights: During the visit, it pulls in relevant EHR data (like labs or medication history) to support decision-making without interruption. This also optimizes charge capture buy helping guide clinical decision making with differential diagnoses and alternative care plans.
Structured documentation: Extracted information is organized into accurate, compliant notes—reducing the need for manual edits or rework.
EHR Integration: Ambient AI connects directly to existing EHR systems, ensuring documentation flows seamlessly into the medical record without disrupting existing workflows.
Benefits of Ambient AI
Ambient AI doesn't just reduce documentation time—it transforms the entire clinical workflow.
Here’s how:
Reduced clinician burnout: By automatically generating real-time notes during the visit, Ambient AI drastically reduces the need for after-hours charting. This gives clinicians more time to recharge and spend time with their families after hours.
More face time with patients: Ambient AI captures and structures documentation in the background, allowing providers to engage more meaningfully during visits—no more frantically typing out notes or running to their office after a visit to dictate.
Improved accuracy and compliance: By understanding medical terminology, context, and clinical nuances, Ambient AI creates consistently structured notes that meet documentation standards and reduce the risk of omissions or errors.
Reduced system complexity: Effective Ambient AI tools integrate directly with EHRs and existing workflows, eliminating the need for disparate point solutions and added IT support.
Leading Health Systems Are Moving Beyond Dictation
Innovative health systems are recognizing the limitations of traditional medical dictation software and actively investing in more holistic Ambient AI solutions that transform workflows.
North East Medical Services (NEMS), one of the largest community health centers in the U.S., adopted Ambient AI to alleviate the administrative burden on its clinicians. By automating documentation and embedding it directly into clinical workflows, NEMS saw an average of 5.2 minutes saved per patient encounter—a 30% improvement in efficiency. Furthermore, 94% of providers expressed a desire to continue using Ambient AI after the pilot program. As NEMS prepares for an enterprise-wide rollout, overall satisfaction remains high, with clinicians reporting they feel more present during patient encounters and less overwhelmed by paperwork.
Dignity Health, the fifth-largest hospital system in the U.S. and the largest not-for-profit hospital provider in California, turned to Ambient AI to reduce documentation time and reclaim time for patient care. After implementation, Dr. Neel Palakurthy, an internal medicine specialist based in Santa Cruz, cut charting time by 41%—saving an estimated 350 hours annually. The result: more time with patients, less after-hours work, and a more sustainable pace of care.
As these forward-looking health systems show, Ambient AI isn’t just a replacement for medical dictation software—it’s a smarter, integrated approach to clinical documentation.
Ready to take the next step? Explore why leading health systems like HCA and Tenet are switching to Commure Ambient AI and how your organization modernize documentation without adding complexity.
Welcome to Commure Up Close! In this employee spotlight series, we sit down with team members from across Commure to learn about their backgrounds, perspectives on our company culture, and lives beyond work. Through these stories, we aim to provide a deeper look into why talented individuals choose Commure and how we work together to transform and simplify healthcare with cutting-edge technologies.
In this issue, we’re excited to highlight Vidit (Vik) Mehra, Commure's VP, Deputy General Counsel, who joined Commure in 2023.
Tell us a little bit about yourself, what do you like to do outside of work?
I’m the VP and Deputy General Counsel at Commure. I grew up in India, then relocated to Australia in my late teens, where I studied engineering and law before starting my career as a corporate attorney. Since then, I’ve worked in Singapore, Hong Kong, New York, and San Francisco—primarily advising on corporate and investment strategy, mergers, acquisitions, and partnerships. Before joining Commure, I spent two years at a Silicon Valley firm, advising startups on everything from day-to-day legal needs to investments and M&A strategy.
Outside of work, I love skiing, traveling, and spending time with my husband.
As a kid what did you want to be when you grew up?
When I was young, I had two dream jobs: neurosurgeon or software engineer. I’m relieved I didn’t go into neurosurgery because my hand-eye coordination might have been a bit risky for patients! I came close to becoming a software engineer (I even got an engineering degree), but found that being a lawyer can be just as exciting—especially when you get to work alongside the world’s smartest engineers.
Describe a day in the life of your role.
My role is twofold: I manage our legal team on a daily basis, and I also lead corporate development and strategic initiatives. On any given day, you might find me collaborating with my team on go-to-market strategy, unblocking deals to ensure healthcare systems get the best solutions, advising the executive team on strategic matters, or negotiating partnerships for mutually beneficial outcomes. For instance, I led negotiations for our strategic partnership with AWS and co-led our acquisition of Augmedix.
What made you decide to join Commure?
I was drawn to Commure by its mission and by the people I met during the interview process. Everyone here is incredibly smart and driven to tackle one of the toughest challenges: transforming healthcare through software and AI. It’s a privilege to be part of a team that’s not just talking about change, but actively making it happen.
How would you describe the Commure company culture?
Our company culture is intense and deeply mission-driven. We are trying to transform an entire industry, and going from zero to one is never easy. What keeps it rewarding is staying focused on the broader mission and working with talented colleagues and customers who share that same passion.
What advice would you give someone on their first day at Commure?
Take it one step at a time. There’s a lot to do and a lot of complex problems to solve, so it’s important to be thoughtful and intentional—prioritize the most pressing issue, solve it well, and then move on to the next. Avoid thrashing—jumping between too many tasks without making real progress. Focus and follow-through are key. At Commure, we care deeply about operational excellence, which means aiming for high-quality outcomes, not just speed. Be decisive, stay curious, and always keep our mission at the center of your work.
When a healthcare worker feels unsafe, response time is critical. Strongline now gives hospital security teams a powerful new advantage: instant video visibility during active duress events.
With new video management system integration, Strongline delivers a live camera feed alongside every alert — helping responders see what’s happening, assess threats immediately, and take action with confidence.
How it Works
Whether your hospital uses a legacy system like Panasonic or a cloud-based video platform, Strongline connects through a flexible API integration. Once enabled, the experience is seamless:
A staff member presses the discreet button on their Strongline badge.
The alert is instantly routed to the appropriate responders.
A live video feed from the nearest camera appears alongside the alert.
Security teams get real-time context and respond faster and more effectively.
This integration works with the systems you already have — no rip-and-replace required.
Built for Any Hospital Video Setup
Whether you’re looking to extend the value of your existing camera system or add duress protection to a current video network, Strongline is designed to adapt to your environment.
Have a camera system? Now you can pair it with real-time duress alerts.
Have Strongline? Now you can enhance it with visual awareness during emergencies.
Using cloud or on-prem video infrastructure? Strongline works with both.
Clarity and Coordination in Critical Moments
Strongline standardizes emergency response workflows across your health system. Now, with live video, everyone — from frontline teams to command centers — sees the same information in real time.
This shared visibility removes confusion, supports rapid decision-making, and helps prevent incidents from escalating.
Why It Matters:
See the situation as it unfolds with real-time video
Connect with existing cloud or legacy video systems
Coordinate faster using standardized workflows
Respond more accurately with live visual confirmation
Protect staff with smarter, earlier intervention
Take Safety to the Next Level
Strongline’s new video integration brings powerful situational awareness to every duress alert — all while building on the infrastructure you already use.
Ready to see it in action?Learn how video-integrated duress alerts can improve safety in your hospital.
Strongline safeguards hundreds of thousands of healthcare workers across 50+ major U.S. healthcare systems. Powered by Commure, Strongline combines wearable duress badges with AI-driven software to provide reliable, scalable safety solutions for modern healthcare environments.
HIMSS 2025 was a glimpse into the future of healthcare, where innovation is moving faster than ever. This year’s event highlighted not only new technologies but how they are being implemented at scale to drive real impact for health systems.
From AI governance and forward-deployed engineering to enterprise visibility and seamless EHR integrations, the discussions at HIMSS reinforced a common theme: technology alone isn’t enough—success depends on execution, integration, and adaptability. Here are five key takeaways that stood out from the event.
1. AI Agents: The Next Frontier for Digital Transformation
Impossible to miss on the showfloor at HIMSS25: the mention of AI healthcare agents was everywhere, signaling a shift beyond traditional automation. Healthcare organizations are turning to AI-powered assistants to automate patient intake, solve revenue cycle challenges, streamline documentation, and more. Unlike traditional automation, these agents adapt over time, continuously improving and learning.
Commure is at the forefront of AI healthcare agents and was one of the key players at HIMSS 2025 for agentic AI, showcasing the many use cases in production. From managing patient scheduling and prior authorizations to streamlining claims processing and follow-ups, these AI-driven assistants free up staff to focus on higher-value tasks. Deep EHR integrations ensure that these agents don’t just operate in isolation but actively enhance existing workflows without disruption.
It was clear from all of our conversations at HIMSS 2025 that AI agents are top of mind for leading health systems and aren’t just another buzzword—they’re the future of healthcare operations.
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2. AI Governance: Process Before Technology
At HIMSS 2025, a key theme emerged: AI isn’t just about automation—it’s about leadership, governance, and execution. In a panel titled "Lead Your AI, or It Will Be Leading You," Commure CEO, Tanay Tandon, joined industry leaders to break down how healthcare organizations of any size can readily adopt high-quality AI solutions.
The panel highlighted where AI is already transforming clinical and administrative workflows—from helping to identify influenza cases faster to reducing documentation bottlenecks. With AI’s rapid expansion, all providers—including those in rural communities—must have access to its benefits to prevent widening the digital divide. Tanay highlighted this, saying, “Some of the best AI tools out there are free and accessible online. We’ve seen physicians all over the world in rural clinics get access to ambient documentation.” The best deployments focus on seamless integration, continuous training, and ensuring AI serves both clinicians and patients.
While AI has the power to streamline workflows, reduce administrative friction, and enhance decision-making, it must be deployed intentionally. This means ensuring high-quality data, and establishing governance and processes such as structured implementation roadmaps, continuous feedback loops, and clinician training programs. Without these critical elements, AI risks becoming yet another layer of complexity, disrupting workflows instead of augmenting them.
Commure CEO Tanay Tandon discusses AI governance with a panel of industry experts.
3. Forward-Deployed Engineering: The Key to Last-Mile Deployment Execution
Continuous feedback is an essential process mechanism for successfully deploying AI in healthcare, but what does that look like in practice? The difference between a promising AI tool and one that actually transforms care is how well it’s deployed and how fast it’s able to be iterated on.
At HIMSS 2025, Max Krueger led a compelling discussion on forward-deployed engineering (FDE), a model where engineers directly embed themselves onsite with their end-users to ensure last-mile deployment execution. The key takeaway being that speed and adaptability are paramount in helping health systems bridge the gap between AI’s potential and its practical impact.
In a recent webinar with HCA Healthcare, their VP of Care Innovation, Vikesh Tahilani, spoke about Commure’s FDE abilities, “Their engineers were on site with our physicians and the providers would see a patient, come back, sit with the engineers, and say, ‘My note looks really good, but I would love these two tweaks to be made’, by the time they got back from their next patient, those tweaks were already made.”
Instead of slow, multi-year implementations, forward-deployed engineering brings AI into healthcare environments in weeks, not years, ensuring seamless integration into last-mile workflows. Commure implements this approach by working with customers to co-develop solutions, providing a level of integration and functionality that works for their unique environment and addresses their specific needs.
Max Krueger, Head of Forward Deployed Engineering at Commure, discusses Commure’s FDE model at the AWS booth
4. Enterprise Visibility: The Missing Piece in Healthcare AI
AI is making its way into every facet of health systems' digital workflows, but the delivery of healthcare still mostly happens in the physical world. One of the most overlooked challenges in healthcare remains real-time enterprise visibility. Without it, health systems face challenges such as misplaced or underutilized equipment, delayed response times, and fragmented care coordination, all of which AI alone cannot resolve. At HIMSS 2025, Commure’s SVP and GM, Dan Warner, took to the stage to break down why modern enterprise visibility is the foundation for AI-driven healthcare.
Enterprise visibility and AI must work together. AI-powered automation only works if the underlying data is accurate and actionable. With RTLS technology and machine learning, health systems can now monitor assets, automate duress alerts, and optimize resource allocation in real time. Commure’s Enterprise Visibility Platform, Strongline, enables this via lightweight, cable-free implementations with real-time integrations into EHRs, computerized maintenance management systems (CMMS), and BI tools.
Precision at the room level is no longer a dream; it’s here. Historically, achieving room-level accuracy required hardwiring and costly integrations. Commure Strongline eliminates this friction, providing precise, real-time insights via wireless BLE (bluetooth low energy) devices that integrate directly with all other devices.
Agentic AI is transforming how hospitals manage critical tasks. By integrating duress and RTLS badges with agentic AI, voice agents can automate dispatch alerts, coordinate emergency response, and streamline asset management in real time—reducing delays and improving operational efficiency.
Health systems leveraging modern enterprise visibility technology have seen rental costs drop by up to 50%, faster incident response times, and better resource allocation at scale. If health systems want AI to drive real operational efficiency, enterprise visibility and real-time data about physical assets must be a key component.
Commure’s SVP and GM, Dan Warner, presents the latest advancements in modern enterprise visibility that Commure has to offer with Commure Strongline.
5. Seamless EHR Integration: The Cornerstone of Effective Healthcare Technology
There was no shortage of innovations showcased at HIMSS 2025, but even the most advanced tools risk becoming obsolete without effective EHR integrations, as disconnected systems lead to inefficiencies, data silos, and increased administrative burdens.
The benefits of this integration are multifaceted. Clinicians experience reduced administrative workloads through ambient AI documentation, AI-assisted coding, and streamlined patient interactions, freeing them to spend more time on direct care. Healthcare organizations see improved efficiency as AI reduces errors, speeds up administrative processes, and ensures more accurate, real-time data capture for better decision-making and financial performance. Patients benefit from more engaged providers spending more time with patients, delivering more focused care.
As healthcare technology continues to evolve, the success of innovations will increasingly depend on their ability to integrate seamlessly with EHR systems, reinforcing the need for collaborative solutions like the Commure-MEDITECH partnership.
Ready to experience the next generation of healthcare powered by AI? We’d love to hear what challenges are most pressing at your organization and discuss how Commure’s suite of products can help.
Today, we are launching Commure CoLab nationwide—a dedicated innovation lab where hospitals partner directly with Commure engineers to co-develop, test, and deploy customized, AI-powered solutions quickly. Instead of waiting months (or years) for off-the-shelf software to be configured, hospitals part of Commure CoLab get custom-built, deeply integrated solutions designed for their exact needs in just weeks.
The first cohort of CoLab partnerships are with top healthcare systems like HCA, Tenet, UHS, Children’s Cincinnati, and Sutter Health, with support from HATCo. With these customers, Commure CoLab is tackling high-priority operational challenges with speed and impact. Now, we’re expanding nationwide and will accept five CoLabs per cohort, every six months.
For too long, hospitals have had to adapt their workflows to fit vendor software. Many health systems invest in technology solutions only to find that they require extensive customization, complex integrations, and costly workarounds just to make them functional. Meanwhile, procurement cycles are slow, implementation takes months (or years), and by the time a solution is fully rolled out, it’s often already outdated.
With Commure CoLab, we flip that model. Instead of selling off-the-shelf software that hospitals need to adjust their workflows around, we co-develop AI-powered solutions that are built specifically for their challenges and seamlessly integrate into their existing EMR and operational systems.
What makes CoLab different is the speed and depth of collaboration. Rather than going through a drawn-out RFP and vendor selection process, our engineers work side by side with hospital teams, designing and iterating in real time.
With CoLab, hospitals don’t just get a vendor—they get a true technology partner, ensuring that what we build together is meaningful, measurable, and rapidly deployable.
How CoLab Works
The process is simple, fast, and risk-free:
1️⃣ Discovery Call – We meet for a 60-minute consultation to understand your hospital’s biggest challenges and assess fit.
2️⃣ Onsite Innovation Sprint – Our engineers come onsite for a full week, working alongside your team to build and integrate a working prototype.
3️⃣ Demo & Value Showcase – We present the solution in action, showing how it improves efficiency, reduces costs, or enhances patient care.
4️⃣ Pilot – We provide a 60-day pilot for you to try the co-developed solution.
5️⃣ Launch – If the solution drives results, hospitals can transition into full deployment with confidence. We support all staff training, further feature development, and drive adoption until your KPI targets are met.
The First CoLab Cohort
The first Commure CoLab Cohort proved that when hospitals and engineers work together, real, measurable impact happens fast. Some of the AI-powered solutions we’ve built include:
AI Search & Summarization – Instantly surfaces key clinical information from EMRs, reducing physician workload and cognitive overload.
Automated AI Appeals – Generates high-quality denial appeal letters automatically, helping Tenet recover lost revenue and reduce manual processing time.
AI-Powered Referrals – Automates and intelligently routes patient referrals, cutting administrative burden and ensuring faster patient access to specialists.
These initiatives aren’t just pilots—they’re ongoing solutions delivering measurable ROI by improving efficiency, reducing costs, and optimizing hospital operations. With a continuous feedback loop in place, we refine and enhance their impact in real time.
Building the Future of Healthcare, Together
Commure CoLab is redefining how hospitals adopt technology—faster, smarter, and fully customized. No more waiting years for solutions that only partially fit. With CoLab, hospitals get custom AI-powered automation, seamless integration, and real results in weeks.
With only five spots per cohort, every six months, we’re opening applications for hospitals looking to explore this model. Let’s build the future of healthcare together.
Welcome to Commure Up Close! In this employee spotlight series, we sit down with team members from across Commure to learn about their backgrounds, perspectives on our company culture, and lives beyond work. Through these stories, we aim to provide a deeper look into why talented individuals choose Commure and how we work together to transform and simplify healthcare with cutting-edge technologies.
In this issue, we’re excited to highlight Mick Majewski, an Enterprise Account Executive who originally joined Athelas in July 2021 before it became a part of Commure.
As a kid, what did you want to be when you grew up?
Growing up I wanted to be a doctor, even going as far as becoming an EMT, tutoring organic chemistry, and studying for the MCAT. I ultimately got cold feet and pivoted to business (as many do). After graduating from Loyola University Chicago, I ended up in investment management, most recently at Goldman Sachs. The education I received there, combined with my early med school aspirations, lent itself well to healthcare enterprise sales, which is where I find myself today.
What does an average day look like in your role?
A great day for me is a calendar filled with back-to-back meetings. On the enterprise team we spend a lot of time traveling to meet with prospective clients. There’s really no substitute for in-person meetings. Day to day, I also work closely with my SDRs to develop prospecting strategies and spend any non-prospect or client-facing time building top of funnel.
What made you ultimately decide to join Commure?
Without a doubt, the mission-driven culture. Improving healthcare—both clinically and administratively—is incredibly fulfilling. I’ve had physicians tell me that their kids notice they’re not charting late into the night anymore and I've even had a few say they’ve postponed retirement after using our solutions. Helping physicians focus on patient care, improving patient outcomes, and increasing efficiency for health systems is a mission that I truly believe in. That’s what ultimately drew me to this company.
Can you describe the products that you sell?
Our team primarily focuses on the Commure AI Platform, delivering tailored solutions that address the unique clinical and administrative needs of health systems. At the heart of the platform is Commure Ambient AI, our ambient documentation solution, which integrates seamlessly into existing workflows across nearly every specialty, supporting providers in emergency departments, hospital settings, and outpatient clinics. We partner with leading enterprise health systems such as HCA and Tenet, as well as large FQHCs and multispecialty groups.
How would you describe the Commure company culture?
It’s a bootstrappy culture with immense opportunity. When I first joined, there were around 20 or 30 of us at the company. Now we are over 50x that size, but our culture remains the same - incredibly client-focused, fast-paced, and one of extreme ownership. Those who put in the work and are resourceful will succeed at Commure.
What advice would you give to someone on their first day at Commure?
Talk to everyone. Build relationships with your teammates—not just in sales, but also in operations, clinical leadership, engineering, etc. The more you understand how all the pieces of our business fit together, the faster you’ll add value in prospect and client meetings. Because we’re not a point solution, there’s a lot to learn, but everyone here is more than happy to help.
What are you most excited about for 2025 at Commure?
Since I joined, the team has worked relentlessly to build the platform into what it is today. All that work has culminated into a product suite that is uniquely comprehensive and well-positioned to deliver value to our clients. Now more than ever we can help health systems effect change across the entire patient journey, which is an exciting position to be in.
Physicians spend a staggering 49% of their day and 37% of patient visit time in the EHR, according to the NIH. With screen time dominating these interactions, it’s no wonder 61% of physicians say bureaucratic tasks are the number one cause of burnout, according to a Medscape survey. Commure is transforming this reality with Commure Ambient AI, an advanced ambient intelligence solution designed to go far beyond just simple clinical documentation automation.
By seamlessly integrating with EHRs such as Epic, Meditech, Cerner, and many others, Commure Ambient AI allows healthcare providers to “go beyond the note”, enabling newfound efficiencies before, during, and after the visit via integrated coding, CDI, automated care nudges, and more.
Before the Visit: AI-Powered Clinical Prep
Traditional documentation review forces providers to dig through endless charts, lab results, and imaging to find meaningful insights. Commure Ambient AI eliminates that manual burden by pre-surfacing the most relevant patient information from the EHR before the appointment begins.
AI Patient Intake: Automatically ingests patients’ medical history, generates concise summaries, and integrates them into the EHR, dramatically reducing manual intake time.
Contextual insights: The system identifies key clinical history, lab trends, and past diagnoses relevant to the visit.
Reduced pre-charting time: Providers get a concise, AI-powered patient summary to guide their approach.
With this, physicians enter the visit already informed, minimizing redundant questioning and accelerating care decisions.
During the Visit: Beyond Basic Documentation Automation
Even with the right data in hand, capturing clinical documentation remains a time-consuming challenge. Commure Ambient AI listens to the conversation in real time, extracting key clinical details, symptoms, and provider assessments to generate structured, editable notes with advanced features like:
Real-time AI assistance: The system captures provider-patient conversations and converts them into structured, contextually relevant clinical notes.
Clinical care nudges: Commure Ambient AI highlights potential next steps, helping physicians stay on top of clinical best practices without disrupting the flow of care during the appointment.
This ensures that providers spend less time typing and more time actually engaging with their patients.
After the Visit: Autonomous Coding Streamlines RCM
Where most AI medical scribes start and end with the clinical note, Commure Ambient AI incorporates advanced RCM knowledge, while keeping clinicians and medical documentation specialists in the loop. Commure Ambient AI provides a pre-drafted clinical summary, taking into account previous denials and relevant information from the EHR. Physicians simply verify, edit, and attest.
Autonomous Coding: Provides AI-driven CPT codes, ICD-10s, modifiers, and other quality measures.
Human-attested validation: Providers retain full control over clinical documentation and coding, reducing the risk of errors.
AI or Human Assisted: Available as a self-service pure-AI scribe or a dedicated medical documentation specialist with full clinical support before, during, and after the visit, with Commure Assist and Live offerings.
Optimized for billing and compliance: Notes align with E/M coding guidelines, reducing claim denials and audit risks while ensuring proper reimbursement.
Deep EHR Integrations: Commure Ambient AI seamlessly integrates with Epic, Meditech, Cerner, and many other EHRs, ensuring patient visit details are saved and able to be quickly surfaced for future visits or in the case of an audit.
As the system learns over time from previous denials, providers can finalize documentation faster, and reduce administrative burden while strengthening accuracy and compliance.
Delivering Better Outcomes for Providers, Organizations, and Patients
By seamlessly integrating clinical documentation with other parts of healthcare operations, Commure Ambient AI drives measurable improvements across the ecosystem:
Providers experience less burnout, improved workflow efficiency, and more face time with patients.
Patients receive higher-quality, personalized care from more engaged, focused providers.
Healthcare organizations using Commure Ambient AI have seen an average 81% reduction in documentation time, an average of 43 seconds to close a clinical note, and over a 25% reduction in claim denials, improving efficiency and financial performance.
“Using a platform like ours is going to lead to better, cheaper care for patients. It won’t matter who is taking care of you—you will know that the quality is going to be there.” — Dr. Alex Stinard, Chief Clinical AI Officer, Commure
In an era of rising costs, physician burnout, and increasing demand for efficient care, Commure Ambient AI represents the next generation of clinical documentation—turning medical decision-making into a seamless, intelligent, and patient-centered experience.
Find us at HIMSS25 booth #5839 to see Ambient AI in action!