Relieving clinicians from the impossible math of chronic care management.
Managing chronic conditions has become a central component of primary care, but the traditional infrastructure of office-based medicine makes it nearly impossible to deliver the kind of continuous attention that patients with, for example,diabetes and hypertension truly need. Primary care physicians are responsible for panels filled with patients managing multiple chronic illnesses, but the system they work within is not structured to support sustained, continuous engagement. The result is often worsening control, delayed interventions, avoidable complications, disease progression, and practice schedules that remain overburdened despite clinicians’ best efforts.
The Panel and Access Suite’s Chronic Condition Management capabilities begin addressing that gap by creating a layer of continuous, conversational care that runs between office visits. Instead of relying solely on episodic check-ins every few months, Tom engages patients regularly – lightly, intelligently, and with the right level of depth – to help them stay in control and ensure clinicians always have a clear, current picture of how their patients are doing.
What the Panel and Access Suite: Chronic Condition Management Delivers
Tom’s Chronic Condition Management services focus on preventing patients with chronic conditions from drifting out of control between visits, identifying when that happens, and elevating concerns to primary care providers so they can intervene as needed. To support this, Tom conducts recurring, multimodal (call and text) check-ins that collect the condition specific information care teams depend on, from symptom updates to medication access or adherence issues that may require follow-up. These interactions also provide supportive education and guidance and help the care team determine which patients require additional outreach.
Examples of chronic conditions Tom helps manage include diabetes and hypertension, two diseases associated with preventable complications, high utilization, and quality measure risk. Because these conditions require routine laboratory work, ongoing medication management, and continuous lifestyle attention, patients often fall out of control between visits and practices do not always have the time or staffing to detect those shifts early.
For patients with diabetes, Tom collects recent blood glucose readings from fingerstick monitors or continuous glucose monitors and assesses whether patients are overdue for essential components of evidence-based diabetes management, including A1c measurements, retinal and foot exams, CKD screening, lipid panels, and liver disease assessments. These activities are delivered within a single outreach program that provides patients with a cohesive, well-coordinated experience.
For patients with hypertension, Tom captures home blood pressure readings along with contextual information that helps ensure patients remain on their prescribed treatment plan and identifies when readings suggest the need for additional support or intervention.
Across conditions, outreach cadence adjusts based on control: patients who are stable receive quarterly check-ins, while those who are not can be contacted more frequently. Between larger interactions, Tom sends lightweight data capture messages to maintain momentum without overwhelming patients or clinicians.
Throughout every conversation, Tom offers short, guideline aligned educational nudges, practical supportive insights that help patients understand how daily choices affect their condition.
The Clinical and Operational Impact
The greatest limitation of chronic condition management by the PCP is visibility: clinicians simply cannot know how their patients are doing during the long stretches between office visits. With this new model, primary care practices finally gain a lens into patients’ day-to-day control and can intervene when it matters, not months later.
Clinically, this translates to measurable improvements. For diabetes, clinicians can track trends in A1c, blood glucose readings, and CGM time in range far more closely. For hypertension, home blood pressure readings – often more representative than in office values – create a more accurate view of the patient’s condition. Because the system also reinforces medication adherence and guideline driven screening schedules, it can help reduce the risk of complications such as retinopathy, kidney disease, cardiovascular events, and diabetic foot ulcers.
Operationally, this shift is even more significant. Continuous engagement allows practices to right-size visit frequency. Patients who demonstrate sustained control can be seen less often, opening slots for patients who require more intensive in-person attention. At a time when primary care shortages are growing and burnout is at an all-time high, expanding panel capacity without increasing burden is essential.
Tom is engineered specifically to avoid overwhelming the care team. Rather than sending raw data or long transcripts back to the EHR, it summarizes key insights and writes structured clinical values directly into flowsheets. Concerning values trigger targeted tasks routed to the appropriate team member – RN, MA, or population health staff – so the work is distributed intelligently, not funneled solely to the physician. Tom is sending the critical information, not everything. It’s designed to make decisions easier, not harder.
This combination of improved visibility, streamlined workflows, and better distribution of clinical tasks creates a more sustainable model for chronic disease management, one rooted in continuous care rather than episodic crisis response.
Technical Spotlight
Behind the scenes, Chronic Condition Management relies on a sophisticated orchestration layer that blends patientspecific data, guideline logic, and EHR integration into a seamless experience.
Every interaction starts with a longitudinal view of the patient. Tom draws on demographic data, diagnoses, recent labs, and the history of prior conversations to generate interactions that are relevant and consistent. It then incorporates the patient’s newly reported values such as blood glucose, glucose time-in-range, blood pressure, and medication confirmation into the conversation and the downstream Best Next Action logic.
That logic considers when a patient should be contacted again, whether screenings or labs are due, and what information should be written back into the EHR. Instead of creating lengthy, unstructured notes, Tom records clinical values directly into flowsheets for clinicians and generates tasks only when human action is required. This ensures the care team sees a clear, concise view of what matters and not an overwhelming stream of noise.
Tom’s conversations also use embedded educational content from Wolters Kluwer UpToDate, offering evidence informed, patient friendly information that reinforces healthy behaviors. Tom helps patients understand the basics of their condition and the lifestyle practices that lead to improved control.
Strategically, Chronic Condition Management represents an evolution from one-way nudges toward true conversational care that is indefinitely scalable. Where legacy systems could only send reminders, Tom can answer questions, clarify instructions, and spend as much or as little time as the patient needs, all while translating the interaction into structured, actionable information for clinicians.
The Path Forward
Panel and Access Suite: Chronic Condition Management represents a significant step toward a modern, sustainable model of primary care, one that finally supports the continuous monitoring and engagement that chronic diseases demand. The intent is a system that enables earlier intervention, better control, and more efficient use of clinician time. By unifying screening reminders, data collection, adherence checks, and educational support within one conversational flow, patients receive a simpler, more coherent experience.
The Panel and Access Suite will continue to move primary care away from episodic visits and toward continuous, relationship-centered care supported by intelligent automation. This is not just an operational upgrade; it’s a rethinking of chronic disease management itself, delivering the continuity clinicians want, the support patients need, and the sustainability the system has been missing.
