By Amit Khanna
Reflecting on the current state of healthcare operations, it is clear that a critical inflection point in care management has been reached. Across the landscape, the challenges are no longer just about clinical protocols; they are about the brutal math of scalability. The industry is facing a reality where member populations are expanding while clinical capacity remains stagnant. This imbalance has led many organizations to hit a proverbial wall, where the volume of necessary outreach exceeds human bandwidth.
In recent discussions and reviews of industry insights, particularly those shared by leaders from Salesforce, Virta Health, and Ellipsis Health, a central theme has emerged: Reach is a baseline requirement, but connection is the true driver of health outcomes. Traditional care management models often fall into a trap of prioritizing the easiest-to-reach members to meet volume targets, inadvertently leaving high-risk patients — those who impact quality scores and expenses the most — to fall through the cracks.
The Evolution of Engagement
The shift occurring is a transition from automated, scripted interactions toward empathetic intelligence. There’s been a significant shift in perspective over the last decade: Patients are now viewed as consumers of healthcare with heightened expectations for their experience. This consumerization means that robotic IVR dialers and generic bots are no longer sufficient. They lack the nuance required for sensitive health conversations, often leading to immediate disengagement.
This is where the work of Ellipsis Health becomes illustrative for the broader industry. Its development of Sage, a conversational AI, focuses on an "empathy engine." Rather than just following a decision tree, the technology is designed to detect emotional signals and sentiment in real time. From a business perspective, this isn’t just about making the machine sound nicer; it’s about improving the quality of data collected. As Dr. Adam Wolfberg of Virta Health noted, when a patient feels respected and heard — even by an AI agent — the accuracy of the information they provide improves, and the depth of their engagement increases.
Furthermore, the virtual clinic model at Virta Health demonstrates the necessity of coverage. Human-only staffing models are inherently clunky for 24/7 engagement. High-quality AI allows for immediate access at the exact moment a patient is motivated to seek help. This "right-time" engagement prevents the disengagement that often occurs during the wait for a scheduled human appointment.
Strategic Integration and Clinical Integrity
For any healthcare leader, the primary concern when introducing AI is clinical integrity. It must be ensured that these tools clear a high bar before they ever touch a member. This involves rigorous training on medical terminology and maintaining strict trust boundaries for PHI. The goal is not to replace the clinician but to extend their capacity. By automating clinical intake and routine assessments, hundreds of hours can be redirected back to nurses and care managers, allowing them to focus on high-value, complex clinical activities.
The metrics reported in these collaborative efforts are telling. Sage has shown a 50% increase in reach and an 83% task completion rate, while maintaining a very low escalation rate of under 3%. This suggests that patients are not just accepting AI; they are finding value in the interaction when it is handled with therapeutic listening skills and sentiment matching.
Ultimately, scaling care management in 2026 requires a rethink of the relationship between technology and empathy. By integrating these intelligent agents into established systems of record — like Salesforce Health Cloud — organizations can create an audited, seamless workflow that ensures no member is left behind. It is about moving past the "wall" of human constraints and entering a phase of healthcare where coverage and connection are finally aligned.
To learn more about emotionally intelligent AI — and to see it in action — watch our on-demand webinar with Ellipsis, Virta Health, and Salesforce. You’ll learn how to identify and address care management outreach and assessment bottlenecks with workflows. You’ll also learn how to evaluate strategies to improve member engagement and completion rates using empathetic, voice-based interactions. By applying approaches to maintain clinical integrity and compliance through the use of validated assessments, real-time documentation, and embedded guardrails, you can extend team capacity without increasing staffing levels.
[Watch Now]
The editorial staff had no role in this post's creation.