Industry insights• April 13, 2026

Why Agentic AI Will Redefine How Primary Care Works

Contributors
  • Lumeris

    Lumeris

Automation isn’t coming for healthcare; it’s coming for the chaos that keeps clinicians from doing their jobs. The smartest healthcare systems aren’t chasing more technology; they’re investing in orchestration that works in service of people. Healthcare technology leaders are at a pivotal moment. The mandate to improve access, enhance clinician efficiency, and strengthen financial performance continues to grow, yet these objectives must be achieved without adding IT complexity.

By transforming automation from a set of disconnected tools into a unified strategic capability, Tom from Lumeris makes this balance achievable. Designed as an extension of the care team, Tom transforms automation from isolated task execution into a strategic capability that supports intelligent, coordinated action. By seamlessly integrating into existing workflows, Tom helps primary care teams take the best next action, enhancing efficiency, strengthening patient relationships, and delivering measurable results across the enterprise.

Keep reading to learn how Tom, built for healthcare, integrates seamlessly into existing workflows, preserving clinician trust while delivering consistent, enterprise-scale results.

The Strategic Inflection Point for Digital and Technology Leaders

After years of layering tools atop legacy systems, the industry is finally recognizing that complexity is not innovation, it’s a barrier. The most forward-thinking organizations and leaders are moving beyond incremental technology upgrades toward unified, intelligent systems that anticipate needs, learn continuously, and act with precision. This is a marked shift from fragmented point solutions to unified, intelligent systems that drive the best next action for care.

Organizations that adopt an “automation-first mindset,” embedding automation into every clinical and operational initiative, achieve faster, more scalable results.1

For digital and technology leaders, this shift represents more than modernization; it redefines operational leadership. It fundamentally transforms how care is delivered and sustained. Tom supports this evolution by uniting EHRs, scheduling, and care management systems under a single, secure framework. The result is simplified infrastructure, reduced redundancy, and a more agile, connected primary care network capable of continuous improvement.

Healthcare’s next wave of transformation won’t be driven by more technology. It will be driven by smarter connection. Leaders who treat automation as a strategic capability, not just a tool, will open the door for a new kind of efficiency. One that amplifies human potential instead of replacing it. Leaders redefining healthcare aren’t asking what can be automated, they’re asking how automation can collaborate.

From Task Automation to Intelligent, Team-Based Best Next Action

Traditional automation executes fixed tasks and focuses on process completion and even labor replacement. Limited to doing what it’s been told. But today’s healthcare challenges demand something more nuanced, more strategic, and far more human.

Tom represents that evolution was built for it. It moves beyond static task automation to agentic intelligence, automation that understands context, anticipates need, and delivers the best next action. Instead of automating for efficiency alone, it automates for real impact and outcomes, taking informed action for every care team member, patient, and unique situation.

Chief Intelligence Officers are embedding this kind of operational intelligence directly into workflows, blending human expertise with intelligent systems that act autonomously within trusted parameters.2

Tom embodies this collaboration. It works alongside care teams, not in place of them, to proactively surface the best next action needed to close gaps in care, help manage patients with chronic conditions, and provide clinical guidance for the care team to evaluate. Tom has prevention and wellness agents that are proactively scanning all available data to determine what services each patient may need, such as breast cancer, colorectal, or cervical screenings. Tom also supports care coordination, like annual wellness visit scheduling, pre-visit check-in calls, as well as chronic condition management. Tom can proactively determine if a diabetic patient is due for an eye or foot exam, capture self-reported blood sugar readings, and support other conditions like hypertension and depression. Tom doesn’t stop there; medication adherence is another area where the agentic AI is proactive. The best part is that this doesn’t happen in a vacuum, Tom makes call summaries and transcripts available and can even put forth clinical recommendations. By automating routine tasks that the care team simply does not have time to do across an entire panel, Tom enables clinicians to focus on what matters most: building stronger patient relationships, exercising clinical judgment, and delivering higher-quality outcomes.

The new era of automation isn’t about replacing human intelligence, it’s about augmenting it at scale. Leaders who design automation to think with their teams, not just for them, will redefine what performance and compassion look like in modern healthcare.

The future of healthcare innovation isn’t going to come from more disparate tools and point solutions, it’s going to come from technology that feels effortless, human, and built around how care really happens.

Improving Access and Clinician Efficiency Without Adding Complexity

The future of digital transformation depends on simplifying workflows and removing barriers, not adding layers of technology for the sake of adding technology. For most health systems, the problem isn’t a lack of tools, it’s that too many of them operate in silos, creating friction, fatigue, and inefficiency. Clinician burnout and administrative overload drain resources and morale, even as digital investments increase, and prevent physicians and care teams from doing their best work. Embedded automation, such as ambient documentation and intelligent workflow support, is already demonstrating measurable impact.3

Tom builds on this foundation and greatly enhances this model by integrating directly into existing primary care workflows. It automates patient outreach, follow-up scheduling, and referral coordination within the tools clinicians already use. Tom doesn’t operate in the background; it works alongside the care team, ensuring every actionable step is surfaced, completed, and documented without disrupting clinical flow.

For clinicians, that means fewer clicks and less cognitive load. For technology leaders, it means simplified infrastructure and measurable ROI. The result is greater access, higher throughput, and a more connected patient experience, all while reducing administrative friction, reducing cognitive load and IT overhead.

The real measure of digital transformation isn’t how much technology you add, it’s how much easier you make it for clinicians to care for people. When automation truly supports the flow of care, everyone benefits. The patient, the clinician, and the system as a whole. And as healthcare grows more connected and intelligent, one principle must remain constant: trust has to be built in from the start.

Security, Governance, and Trust by Design

Every advancement in healthcare depends on trust, and that trust must be earned through transparency, compliance, and control. Digital executives increasingly recognize that success in automation requires explainable, auditable systems with built-in governance.2 For digital and technology leaders, this isn’t just a compliance requirement, it’s a leadership imperative.

Tom is built to meet that standard. With SOC-2 and HIPAA-compliant infrastructure, full audit trails, and configurable human oversight, Tom delivers intelligent automation without compromising safety. This means organizations can scale autonomous agentic intelligence confidently, knowing it operates within trusted, ethical boundaries. Supported by Lumeris’ long-standing commitment to ethical data stewardship and value-based care, Tom provides the clarity and confidence needed to scale responsibly. It gives leaders the visibility and governance they need to drive innovation responsibly.

Trust is the currency of digital transformation. The leaders who build automation with transparency and accountability at its core won’t just deploy smarter systems — they’ll earn the confidence of every clinician and patient they serve.

With trust as the foundation, the next step is connection — because intelligent automation can only scale when every system speaks the same language.

Integration and Interoperability as a Strategic Advantage

For CDOs, CTOs, CDIOs, and CAIOs, and innovation executives, interoperability is about breaking down silos to drive system-wide intelligence and turning integration into a source of competitive advantage.

As care delivery becomes increasingly digital and rarely unified, interoperability has become the cornerstone of sustainable transformation and the new measure of maturity. Fragmented vendor ecosystems lead to redundant workflows, data silos, and operational blind spots that slow innovation and inflate costs.

Tom was designed with interoperability at its core, using standards-based APIs that connect seamlessly across EHRs and existing systems, creating an intelligent layer of automation across the enterprise. By harmonizing data and unifying workflows, Tom prevents technology sprawl, reduces redundancy, and enables leaders to modernize confidently while maintaining operational continuity. With Tom, interoperability isn’t a technical checkbox; it’s a leadership lever for agility, scale, and sustainable transformation.

Interoperability is about coordination, clarity, and competitive edge. Leaders who make integration a strategic priority unlock the full power of automation, turning fragmented systems into a unified engine for better care and smarter growth.

Integration lays the foundation — but impact is proven through results that matter to clinicians, patients, and the bottom line.

Measuring What Matters: Real ROI and Impact

Success is no longer measured by the number of automations deployed, it’s measured by the outcomes they create. Healthcare leaders are increasingly focused on measuring automation’s tangible impact. Experts recommend beginning with high-volume administrative workflows to demonstrate early wins and build organizational trust.1

Tom can deliver measurable improvements in panel size increase, primary care access, physician capacity, care coordination efficiency, and more. Its self-learning engine compounds these gains, continuously optimizing processes. Rather than treating ROI as an afterthought, Tom and the Lumeris team make it part of the lifecycle. This enables technology and operations leaders to connect automation investments to the outcomes that matter most: clinician time, patient access, and overall system resilience.

ROI in primary care agentic AI is all about creating capacity that moves the mission forward. The leaders who measure impact in both human and financial terms will set the new standard for sustainable, intelligent transformation.

As these results take hold across the organization and health systems in general, a new kind of intelligence is emerging, one that helps people and technology work in rhythm to drive meaningful change.

The Path Forward: Building a Foundation for Agentic Operations

Next-generation automation is the foundation for a more agile, data-driven, and sustainable primary care model. Automation is no longer a project; it’s a mindset. Leading organizations are embedding automation into every initiative, transforming how care is delivered, documented, and supported. It’s more than implementing automation that operates disparately to accomplish singular tasks and doesn’t connect data and actions, implementing autonomous agentic AI into primary care is the driver that will differentiate your health system, free up access for patients, and expand physician and care team capacity in a meaningful way.

Success is as much about culture as it is about code, requiring leadership alignment, cross-functional collaboration, and phased adoption.1 The systems that thrive will be those where digital leaders champion both the technical and human dimensions of transformation.

Tom supports this shift by serving as the operational backbone for transformation. By embedding automation, analytics, and governance into one cohesive system, it enables health systems to evolve from managing workflows to managing outcomes.

Backed by Lumeris’ expertise in value-based care and primary care transformation, Tom helps leaders achieve sustainable transformation, aligning technology strategy with measurable performance and better patient outcomes.

Conversation Starters for Digital Leaders

The shift toward agentic AI marks a new phase of digital transformation, one where automation acts intelligently, adapts in real time, and supports care teams at every level. To capture its full potential, leaders must foster alignment across clinical, operational, and technology functions. These questions are designed to spark meaningful dialogue, guide strategy, and identify the next opportunities to scale agentic AI across primary care. Here are a few conversation starters:

  • How are we measuring the impact of automation on clinician experience and access?
  • Are we treating AI as a product or as a system capability?
  • Where can agentic automation relieve our heaviest administrative burdens today?
  • What data or governance gaps do we need to close to safely scale agentic AI?

Learn more about Tom by Lumeris, and how agentic AI can become an extension of your primary care team.

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References

  1. Duffy, R. (2025, September 25). The automation-first mindset in healthcare: Key considerations for the AI era. HIT Consultant. https://hitconsultant.net/2025/09/25/the-automation-first-mindset-in-healthcare/
  2. Becker’s Hospital Review. (2025, October). What’s the next tech-focused role in the health system C-suite? Becker’s Healthcare. https://www.beckershospitalreview.com/healthcare-information-technology/
  3. Becker’s Hospital Review. (2025, October). The tech shaping healthcare in 2025, per 62 leaders. Becker’s Healthcare. https://www.beckershospitalreview.com/healthcare-information-technology/

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