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The Enterprise Intelligence Podcast
Clinical Thinking in the Age of AI
How practitioners can pair judgment with intelligent systems
October 5, 2026 Patrick Doliny
About this episode
A working session on preserving clinical reasoning when AI enters the diagnostic and decision loop.
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Key Takeaways
- AI changes the shape of clinical thinking; it does not remove the need for it
- Vital signs give early warning before an AI system drifts from its intended purpose
- Decision authority must be explicit, documented, and auditable
- Governance guardrails are the bridge between agentic AI and accountable care
- Practitioners need structured frameworks, not intuition, to partner with AI safely
Show Notes
## Overview
A practical discussion on clinical reasoning in AI-assisted environments, anchored in EII's Clinical AI Framework.
## Key Topics
- The anatomy of an AI system and where human judgment sits
- Vital signs for AI wellness and drift detection
- Decision authority and when to override an AI recommendation
- Governance guardrails for agentic AI in clinical settings
## Who Should Listen
CISOs, clinical AI leaders, enterprise architects, standards practitioners, and anyone governing AI in high-stakes environments.
## Takeaways
- AI changes the shape of clinical thinking; it does not remove the need for it
- Vital signs give early warning before an AI system drifts
- Decision authority must be explicit, documented, and auditable
CPE Eligible · 1 credits
Listen to the full episode and submit a reflection in the MyEII CPE section.
Topics
Clinical AIAI GovernanceClinical ThinkingDecision AuthorityAI Vital Signs
Tags
#clinical-ai#ai-governance#decision-authority#vital-signs#agentic-ai#human-judgment