Agentic AI: Think beyond speed

Q. How does the pacing of customer-facing AI impact patient experience and outcomes?

A. Many leaders assume the primary value of AI agents lies in speed—handling more patient interactions faster, reducing workforce strain, and cutting resolution times. On the surface, faster often seems better.

Yet for healthcare consumers, especially those with chronic conditions and complex care needs, speed alone does not create a positive patient experience (rushed and overwhelming 15-minute doctor’s appointments have proven this to all of us). Many patients need information delivered at a pace they can absorb, allowing time to pause, ask questions, confirm decisions, and feel reassured they are understood, whether the interactions are clinical or administrative.

For older adults in particular, empathy, patience and clarity outweigh efficiency. Ignoring this can lead to frustration, disengagement and even lower adherence, undermining the very outcomes agentic AI is meant to support.

Optimizing pacing requires deliberate design choices. AI can present critical information first and then invite patients to request more details, preventing cognitive overload. Agents can detect rising frustration or confusion and adapt the conversation or escalate to a human seamlessly. They can also reassure patients that they’re welcome to ask repeated questions or seek clarification, reducing anxiety and fostering trust.

For chronic care management and DME organizations, thinking beyond speed to integrate pacing and empathy into AI design creates tangible business value. Designing AI with intentional pacing is a strategic differentiator, and leaders who prioritize the rhythm of patient interactions can improve both experience and measurable results.

When we shift to the perspective that AI agents make time abundant, it strengthens patient engagement, supports adherence, and improves long-term health outcomes while maintaining operational efficiency. In a competitive landscape where patient satisfaction drives retention and reimbursement, agentic AI that listens, adapts, and respects patients’ pace is no longer optional—it is essential.

Richard Mackey is the chief technology officer at CCS. Reach him at Richard.Mackey@ccsmed.com.