# AI-Enabled Customer Relationship Management Platforms for Patient Services in Health Care, Early Lessons From Governance, and Program-Level Outcomes

**Authors:** Anup Kant Gupta

PMC · DOI: 10.2196/83564 · JMIR Medical Informatics · 2026-02-02

## TL;DR

This study explores how AI-powered CRM platforms improve patient services in healthcare through better affordability, adherence, and access.

## Contribution

It presents early lessons and governance practices from four enterprise implementations of AI-enabled CRM in healthcare.

## Key findings

- AI-enabled CRM platforms can enhance affordability in healthcare programs.
- Governance practices are linked to improved patient adherence and access.
- Program-level outcomes show promise in leveraging AI for patient services.

## Abstract

This research letter summarizes early lessons from 4 enterprise implementations of artificial intelligence–enabled customer relationship management platforms in health care and describes governance practices associated with improvements in affordability, adherence, and access at program level.

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

1 figure with captions in the complete paper: https://tomesphere.com/paper/PMC12910261/full.md

## References

10 references — full list in the complete paper: https://tomesphere.com/paper/PMC12910261/full.md

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Source: https://tomesphere.com/paper/PMC12910261