AI-Enabled CRM Improves Affordability, Adherence, Access
Anup Kant Gupta publishes a JMIR research letter (published Feb 2, 2026) summarizing early lessons from four enterprise AI-enabled CRM implementations in health care, using aggregated operational dashboards spanning January 2019–March 2024. The letter reports higher adoption with structured stakeholder engagement, hybrid Agile-plus-compliance governance reducing backlog resolution about 30%, and program-level improvements: 25% faster co-pay verification, 15% shorter therapy initiation, and 12% reduced discontinuation; findings are observational.
Scoring Rationale
Practical, peer-reviewed evidence from multiple enterprise deployments supports impact; reliance on aggregated, noncausal dashboards limits generalizability and robustness.
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Sources
- Read OriginalAI-Enabled Customer Relationship Management Platforms for Patient Services in Health Care, Early Lessons From Governance, and Program-Level Outcomesmedinform.jmir.org
