Healthcare Center of Excellence Defined

Healthcare centers of excellence (CoEs) bring together subject matter experts, operational leaders, and program delivery teams to tackle high-priority challenges. Typically, they focus on specific health conditions, such as heart disease or cancer, where organizational leaders see an opportunity to address a universal health need. But healthcare providers are now applying the same model to accelerate the adoption of AI and other emerging technologies, as well as to revitalize back-office areas such as finance, supply chain, and HR.

Read on to learn about the types of healthcare CoEs, their benefits, and the steps organizations need to take to build one.

What Is a Center of Excellence (CoE)?

A CoE is a problem-solving model used not only by healthcare providers but also by companies, government agencies, academic institutions, and other organizations. These centers bring together people with different talents and responsibilities from different parts of an organization, or from across multiple organizations, to focus on a single goal. CoEs have been around for decades, but the model has become particularly popular in healthcare, financial services, manufacturing, and the public sector as organizations explore areas such as AI adoption, cybersecurity improvements, women's health initiatives, and business process optimization for activities such as financial planning, quality control, and change management.

What Is a Healthcare Center of Excellence (CoE)?

A healthcare CoE is a specialized program within a healthcare organization that establishes the strategy, framework, and protocols to address a priority issue. Such CoEs might focus on a medical specialty, such as cardiology or oncology, or an operational area, such as HR or patient management. Healthcare organizations might also create a CoE for skills development, process oversight, or establishing standards for implementing AI or telemedicine.

These CoEs pull together resources to tackle a specific problem or enhance existing capabilities. CoE leaders set the direction and align the center with organizational goals. Domain experts help define best practices and solve complex problems. Other staffers coordinate initiatives and timelines. Governance and regulatory experts help support consistency and regulatory compliance. Operational and support staff keep the CoE running smoothly.

Healthcare organizations considering setting up a CoE need to clarify why they’ve selected this model to address a particular challenge or opportunity. This step is particularly important when CoE participants come from different departments, with different expectations and goals. Improving patient care, driving operational and clinical efficiency, and supporting technology transformation are just some of the areas where a CoE can elevate performance, quality, and innovation across a healthcare organization.

Key Takeaways:

• Healthcare CoEs typically address clinical, technological, or operational priorities.
• Healthcare organizations setting up a CoE must define clear objectives and align stakeholders early on, especially when participants come from different departments, with different expectations and goals.
• A CoE won't succeed without strong executive sponsorship and leaders with the authority to execute across departments.

Healthcare Center of Excellence Explained

Typically, healthcare CoEs have pulled together the expertise needed to address an urgent health concern, such as neurology or transplant services, or emerging treatment models, such as gene therapy. But healthcare organizations are starting to realize that the CoE model also works well to speed up the adoption of new technologies such as AI, connected devices, and workflow automation or address operational issues that affect multiple departments.

Clinical CoEs can improve patient care by delivering specialized, evidence-based care with greater consistency and coordination. They enhance efficiency by standardizing protocols and reducing treatment variations, which can lower costs and improve resource utilization. A clinical CoE would include a medical director, specialized physicians and nurses, care coordinators, compliance officers, and patient education staff.

Technological CoEs help organizations pursue tech opportunities consistently and transparently, with the goal of ensuring that all stakeholders have visibility into what they can—and cannot—do with the technology. Such CoEs create standards for security and compliance, consolidate the selection of tools to help limit cost and complexity, and deliver consistent training. A CoE aimed at establishing an AI adoption strategy would consist of solutions architects, subject matter experts, and business managers, all tasked with setting a framework for adopting, implementing, and using AI. For example, a healthcare AI CoE might recommend AI tools to capture patient-clinician discussions and generate accurate draft notes.

Operational CoEs are created to standardize healthcare, front-office, and back-office processes, tools, and best practices, with the goal of eliminating redundancies and streamlining how work gets done. For example, a CoE focused on revenue cycle management would centralize processes such as billing, coding, claims management, and collections across multiple hospitals or clinics to improve accuracy, limit denials, and accelerate cash flow.

A strong CoE requires people with deep expertise and experience, skillful execution, and promotion to encourage the adoption of best practices across the organization.

How Healthcare Centers of Excellence Work

Different departments in a healthcare organization often spend a lot of time resolving the same problems—change management, workforce alignment, process improvement, and the like. As a result, departmental leaders may make decisions that don’t align with other departments’ directives, and hospitals may miss opportunities to improve efficiencies and better serve their communities. The CoE model is one way to remove organizational barriers and unite staff around common goals.

All types of healthcare CoEs, whether clinical, technological, or operational, share common attributes. One of the most important is specialized expertise, where highly skilled professionals collaborate to identify best practices and opportunities for innovation. CoEs also require interdisciplinary teamwork, bringing together clinical, technical, and administrative experts to solve problems and improve outcomes. Healthcare CoEs also develop and implement standardized processes, strong governance frameworks, and continuous performance measurement programs, helping drive consistency, quality, and accountability across the organization.

Some healthcare CoEs even pull in participants from outside the organization. For example, they might ally with research and academic institutes to develop new clinical pathways or take advantage of groundbreaking technologies. Whatever their focus area, all CoEs work toward improving quality, driving efficiency, enhancing patient and staff experiences, and supporting long-term organizational goals. They also create centralized structures that help organizations scale expertise and share knowledge more effectively across departments.

Key Characteristics of a Healthcare CoE

A CoE is defined not just by its purpose but also by the core characteristics that enable it to deliver consistent value. While the specific focus of each CoE may vary, the foundational elements that support its success are largely consistent. Understanding these key traits can help organizations design and sustain a high-performing CoE.

• Specialized expertise. Healthcare organizations often have ready access to highly trained professionals with knowledge in a specific area of care or operations, but these experts may be dispersed. Organizations can use the CoE model to drive collaboration, develop and enforce best practices, standardize processes and procedures, and explore innovative solutions to improve patient care or operational efficiency. They can also be pivotal in introducing and extending the use of new technologies such as AI or telemedicine.
• Standardized protocols and pathways. Standardized care protocols and pathways are a defining feature of a clinical healthcare CoE because they help deliver consistent, evidence-based care regardless of the provider or setting. By limiting unwarranted variation, these protocols can improve clinical care, enhance patient safety, and streamline care delivery. They also support efficient coordination across multidisciplinary teams by clearly outlining roles and the timing of patient interventions. Ultimately, standardized pathways make care predictable, measurable, and scalable.
• Advanced technology and data usage. CoEs designed to bring together people focused on a single health condition need to consider the role of cutting-edge medical equipment and digital healthcare tools, including AI and data analytics. In the future, CoE’s may jumpstart the creation of facilities designed specifically for specialized care, with the staff, equipment, access to data, and care rooms needed to deliver the best possible patient care.
• Multidisciplinary teams. Such teams bring together the diverse expertise needed to solve complex, cross-functional problems. Combining medical domain expertise with expertise in technology, operations, and strategy improves the alignment of people and processes across the organization or with other organizations, breaks down silos, and accelerates decision-making and execution.
• Measurable outcomes and KPIs. By defining clear metrics for what a CoE’s success will look like, the organization can track performance and demonstrate impact. For example, metrics for a clinical CoE might include measurable improvements in patient care and better scores on patient satisfaction surveys. An operational CoE might prove its worth by showing the resulting cost savings or quantitative improvements in process efficiency. These metrics help leaders identify what is working and where adjustments are needed.

Benefits of a Healthcare CoE

Healthcare providers can benefit from their clinical, technological, and operational CoEs in the following ways:

• Enhanced care. A healthcare CoE can improve patient care by delivering consistent, evidence-based care through standardized protocols, specialized clinical expertise, and modern support systems. It can bring together multidisciplinary teams to coordinate care effectively, limiting errors, complications, and gaps in treatment. By continuously measuring performance and refining practices based on data, a clinical CoE can drive ongoing improvements in quality, safety, and recovery.
• More consistent care. CoE staff can limit inconsistencies in healthcare delivery by using proven clinical protocols and best practices for diagnosis, treatment, and follow-up care. Because the CoE’s group of specialists can focus on one condition, they’re able to continuously update treatment guidelines and create step-by-step care pathways. Complex cases can be reviewed by multiple experts to develop and implement treatment plans.
• Enhanced operational efficiency. Operational CoEs can drive efficiency by centralizing expertise around an essential process (such as hiring or procurement), analyzing data to identify workflow bottlenecks, designating best practices, and driving continuous process improvements. The goals are to lower costs, boost productivity and performance, and deliver consistent, high-quality services.
• Cost control and value-based care alignment. Organizations can use the CoE model to help control costs by standardizing care pathways and limiting variations in treatment, which minimizes waste and duplication. By focusing on evidence-based practices and preventive care, such CoEs support better patient care, which is central to value-based care models. These CoEs can also align clinical, operational, and financial goals, helping healthcare providers deliver higher-quality services at a lower total cost.
• Enhanced patient experience. A healthcare CoE can support the delivery of consistent, high-quality care through standardized, evidence-based protocols. It can improve care coordination across disparate providers and departments, limiting delays, confusion, and fragmentation in the patient journey and thereby enhancing patient experiences. By leveraging patient feedback and data insights, a CoE can continuously refine services to better meet patient needs, promote personalized care and clear communication, and help patients feel informed, supported, and engaged in their treatment. For example, a CoE might oversee the selection and adoption of a patient portal that lets patients schedule their own appointments, get plain language responses to their questions, and review their prescriptions and medical histories.
• Enhanced reputation and differentiation. Patients may never realize that their provider has implemented a CoE model, but the development of one around a specific medical specialty can strengthen that organization’s reputation by helping clinicians consistently deliver superior clinical care and outcomes. A CoE can differentiate an organization by showcasing advanced capabilities, innovative treatments, and a commitment to evidence-based practices. Technological CoEs, such as those focused on AI, data analytics, or digital patient engagement, can also enhance an organization’s reputation by demonstrating leadership in adopting the latest clinical and operational technologies and systems.

Challenges and Considerations

Establishing a center of excellence offers healthcare providers significant benefits, but it also comes with complex challenges that they must navigate carefully. Whether a CoE needs to secure up-front investment, align teams, or knock down data silos, each step requires thoughtful planning and sustained commitment. Organizations must also balance standardization with flexibility to support the adoption of new protocols and workflows without stifling innovation. Understanding these challenges early can help leaders design a CoE that is both effective and sustainable.

• High up-front investment. Establishing a CoE requires healthcare organizations to commit significant financial and human resources—including investments in specialized talent, data analytics and other technologies, and training, all of which can be costly—before they can realize measurable returns. Additional expenses may include investments in the most up-to-date medical equipment, the redesign of care models, and the cost of certifications and accreditations. It’s crucial to develop a strong justification for the financial expenditures, especially if leadership expects short-term returns.
• Change management. CoEs can compel providers to change how they deliver, coordinate, and standardize care. But clinicians and staff may resist new protocols, technologies, or workflows, especially if they think those changes disrupt fully functional established practices or add complexity. Aligning multiple stakeholders across departments, specialties, and leadership can be difficult, particularly in organizations with entrenched silos or varying priorities. Without effective communication, training, and engagement, CoEs can fail to deliver meaningful improvements.
• Data integration complexity. Information is often spread across multiple unconnected systems such as EHRs, labs, and imaging systems, as well as the systems of external providers. CoEs that compel providers to bring this data together must deal with inconsistent formats, standards, and data quality. Therefore, a clear focus on system interoperability and regulatory requirements (such as patient data privacy rules) can advance data sharing and access efforts.
• Workforce alignment. Most CoEs require diverse teams to work in new, highly coordinated ways. Clinicians, administrators, and support staff often need to adapt to standardized protocols, shared goals, and cross-functional collaboration, which can create friction if expectations are unclear. Differences in incentives, priorities, and reporting structures across departments must be fully addressed so teams are aligned around the CoE model.
• Maintaining consistency at scale. As a CoE expands across multiple sites, teams, or patient populations, it can become more difficult to enforce standardized protocols and best practices. Variations in staff experience, local workflows, and resource availability can lead to deviations from established care pathways. Supporting ongoing training, monitoring, and adherence to CoE rules and guidelines requires robust governance and continuous oversight, which can be resource intensive. Strong mechanisms are crucial to maintaining consistency, which drives the quality and reliability that define a CoE’s value.

Types of Healthcare Centers of Excellence

Clinical CoEs are typically organized around high-impact areas where focused care, standardized practices, and advanced capabilities can improve patient care. Each type of CoE reflects unique care models and priorities. Read on to learn about the most common types of clinical CoEs and how they’re structured to deliver high-quality, specialized care.

• Oncology. An oncology CoE is dedicated to delivering comprehensive, high-quality care for cancer patients across the care continuum, from diagnosis through treatment and follow-ups. Its multidisciplinary teams can include a primary cancer care provider, surgeons, and a radiation oncologist, along with nurses, aides, medical techs, and other support people, to provide coordinated and personalized treatment plans. A well-known example is UT MD Anderson Cancer Center at the University of Texas. The center integrates clinical care with research and clinical trials, giving patients access to cutting-edge therapies and other innovations.
• Cardiology. A cardiology CoE focuses on the diagnosis, treatment, and long-term management of the myriad cardiovascular conditions, including atrial fibrillation, arrhythmias, heart disease, and heart failure. It also emphasizes continuous monitoring, prevention, and patient education to reduce complications and support long-term heart health. One example is the Cleveland Clinic Heart, Vascular & Thoracic Institute, which is globally recognized for its high-volume cardiac care, particularly complex procedures such as heart surgery and valve repair.
• Orthopedics. An orthopedics CoE focuses on the diagnosis, treatment, and rehabilitation of patients with musculoskeletal conditions such as joint disorders, ligament sprains, bone fractures, and spine issues. A team of orthopedic surgeons, physical therapists, and other specialists come together to use advanced techniques, such as minimally invasive and joint replacement procedures, to improve care and shorten recovery times. Orthopedics CoEs also emphasize pre- and postoperative care, including rehabilitation and patient education, to restore mobility and enhance long-term function.
• Neurology. These CoEs focus on the diagnosis, treatment, and management of complex neurological conditions such as strokes, epilepsy, multiple sclerosis, and neurodegenerative diseases. In this model, neurologists, neurosurgeons, rehabilitation specialists, and neuropsychologists work together using advanced imaging and monitoring technologies and evidence-based protocols to support timely interventions and improve care. This type of CoE also emphasizes long-term management and patient education to enhance quality of life and support functional independence. A leading example is Mayo Clinic’s Department of Neurology and Neurosurgery.
• Rare diseases/specialty care. These CoEs focus on complex and so-called orphan diseases and conditions. They bring together cutting-edge research, diagnostic, and treatment teams, often leveraging genetic testing, collaborating with clinical trial partners, and applying emerging therapies. Such CoEs also emphasize comprehensive care coordination and patient support to enhance patients’ quality of life. A good example is the Children’s Rare Disease Collaborative at Boston Children’s Hospital, which focuses on diagnosing and treating rare pediatric conditions using a highly coordinated, team-based approach. It integrates patient care with genetic research and provides access to specialized therapies and clinical trials.
• Digital/virtual CoEs (emerging). Outside the realm of CoEs focused on specific diseases and conditions, a digital or virtual CoE is an emerging model that uses telehealth, remote patient monitoring, and other technologies to connect patients with clinicians, share data, and coordinate care. One example is Oshi Health, which offers virtual gastrointestinal care, including personalized care plans and ongoing monitoring and engagement.

Role of AI and Data in Healthcare CoEs

AI and data play a central role in enhancing the effectiveness of healthcare CoEs by enabling more informed, timely, and consistent decision-making. Advanced clinical decision support systems leverage real-time data and evidence-based guidelines to help clinicians choose the most effective treatments, while predictive analytics help identify patient risks, forecast outcomes, and enable earlier interventions. These capabilities help CoEs move from reactive to proactive care, improving both quality and efficiency. At the same time, the AI-assisted automation of workflows—including documentation of physician-patient discussions, patient scheduling, and routine clinical tasks—can help alleviate administrative work and enable care teams to focus on direct patient care.

AI and data also enable more individualized and coordinated care. By analyzing patient-specific data, CoEs can design personalized care pathways that account for each patient’s unique clinical history, genetics, and lifestyle. Looking ahead, AI can help care teams guide patients through their medical journeys, supporting adherence to care plans and facilitating communication across providers. These capabilities will help healthcare CoEs deliver precise, efficient, and patient-centered care at scale.

How to Build a Healthcare Center of Excellence

Defining the vision for a CoE is only the first step. When building a CoE, it’s crucial for healthcare providers to complete the following steps and make sure people are given the responsibility and authority to execute the vision.

1. Identify focus area (high-impact condition/service). Healthcare providers should build a center of excellence around a clearly defined clinical domain or operational challenge where a centralized approach adds value. For a clinical CoE, this means evaluating patient demand for care in that area, leveraging existing organizational strengths, identifying gaps in the market, and evaluating whether the initiative can be financially viable. For a technological CoE, the focus should align with a strategic priority, such as AI or cybersecurity, that cuts across multiple teams and functions. Strong executive sponsorship is essential, along with either established internal expertise or a clear plan to recruit the necessary talent.
2. Define clinical and business objectives. A technological CoE must be tied directly to clinical or business outcomes—not just the latest digital fads. Leaders must define the mission, prioritize opportunities tied to ROI, and gain strong executive sponsorship. If any of these are lacking, the CoE becomes a side project. Healthcare organizations considering a clinical CoE should first understand their baseline capacity, specifically whether the clinical outcomes, current volume of procedures, and staff expertise and certification warrant the focused effort.
3. Establish governance and leadership. Healthcare organizations setting up a CoE should appoint an executive sponsor, a CoE director, and a clinical leader to drive both strategic alignment and clinical credibility. They should create a formal governance structure, such as a cross-functional steering committee, to guide priorities and decision-making. Clearly defined levels of authority, standards, and accountability mechanisms are essential to support consistency and avoid confusion across teams. Finally, the organization should implement performance metrics and regular review processes to track outcomes and continuously improve the CoE’s impact.
4. Implement standardized protocols. Clinical CoEs should develop evidence-based clinical protocols aligned with national guidelines and best practices to help drive consistent, high-quality care. They should engage multidisciplinary teams, including care practitioners and quality-improvement specialists, to design and validate these protocols so they reflect real-world workflows and patient needs. Standardized pathways should be embedded into clinical operations through training, EHR workflows, and decision support tools. Finally, the organization should continuously monitor outcomes and update protocols based on performance data and emerging evidence.
5. Invest in data, technology, and system interoperability. Such investments are crucial to enable accurate, sometimes near real-time tracking of clinical care, operational performance, and patient experience metrics. Advanced technologies such as AI-powered clinical decision support tools, analytics platforms, and chatbots should be implemented to enhance care quality, patient satisfaction, and efficiency. Such tools must be integrated into clinical workflows and supported with training.
6. Measure and optimize outcomes. Healthcare CoEs should define clear KPIs to measure clinical care, patient safety, operational efficiency, and patient satisfaction to evaluate their performance. They should establish baseline metrics and regularly benchmark results against internal goals and external best practices. Ongoing data collection and analytics will help CoEs identify care gaps, variations in care, and opportunities for improvement. Healthcare organizations should implement continuous improvement processes to refine protocols, improve care delivery, and drive enhanced outcomes.

Real-World Examples of Healthcare CoEs

An AI-focused CoE can help healthcare organizations develop their AI strategies and implement practical solutions for enhancing patient care, improving operational efficiency, driving better workforce productivity and satisfaction, and automating financial processes. Acting as a coach, it can also help teams across the enterprise identify opportunities to conduct AI pilots, move promising solutions into production with the appropriate controls, measure results, and ultimately add business value. Here are some organizations that have been able to implement AI tools with the help of an AI CoE.

• Beacon Health combats physician burnout with Oracle Health Clinical AI Agent’s clinical note capabilities.
• Covenant Health taps Oracle Health Clinical AI Agent for clinical note features that enhance patient records.
• Billings Clinic reduces note-taking burden and eases physician stress with Oracle Health Clinical AI Agent’s clinical note capabilities (video).

When Should Healthcare Organizations Use a CoE Model?

Healthcare organizations should consider creating a CoE model when they need to pull together a cross section of experts and standardize processes, treatment pathways, and tech tool usage. CoEs are also important for scaling best practices in a high-impact and complex area. Here are five indications that your healthcare organization might need a CoE:

• Certain service lines, such as cardiac, oncology, or pediatrics, or operational areas, such as revenue cycle management or HR, are considered too costly or risky and lack centralized governance.
• Your organization is delivering inconsistent clinical care due to a lack of standardization.
• Care is fragmented and poorly coordinated across specialties or teams, resulting in delays, duplication, or gaps in treatment.
• Rising patient volumes in a specific clinical area are straining existing capabilities.
• Your organization needs to develop process and technology best practices, such as those for safeguarding sensitive information and complying with privacy regulations.

Build Your Healthcare Center of Excellence with Oracle Health

The Oracle AI Center of Excellence for Healthcare brings together Oracle Health’s AI, secure cloud, and data management expertise, as well as the expertise of top healthcare consultants, other healthcare technology providers, and some of the world’s largest medical centers. The center can help healthcare organizations implement practical AI and other solutions to enhance patient care and operational efficiency, boost workforce productivity and satisfaction, and automate financial processes.

Healthcare Center of Excellence FAQs

What is an AI center of excellence (CoE)?
An AI center of excellence is a dedicated unit within an organization that centralizes AI expertise, resources, process oversight, and standards to drive the responsible use of the technology.

Which KPIs should a healthcare center of excellence track?
Depending on their particular focus, healthcare CoEs should track quality outcomes, operational efficiency, patient satisfaction, treatment outcomes, cost savings, productivity improvements, and the organization's adoption of best practices. Additional KPIs may include metrics on innovation, employee engagement, compliance performance, turnaround times, and continuous improvement.