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Nelson Advisors: The Leap from Rules Based Chat Assistants to Agentic AI in Healthcare - Architectural Foundations, Enterprise Orchestration and the Autonomous Clinical Workforce

https://www.healthcare.digital/ · 10/18 21:21 UTC

Healthcare delivery and biomedical informatics are undergoing an architectural paradigm shift. Conversational software in healthcare, dominated by rule-based, scripted decision trees and stateless conversational wrappers, is being superseded by agentic AI. Earlier healthcare chatbots functioned primarily as rigid digital directories constrained by hardcoded deterministic pathways and static symptom-checking logic.

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