- [ Resources ](/resources) Share- [ ](https://www.facebook.com/sharer.php?u=https://about.ebsco.com/markdownify/node/162109) - [ ]() - [ ](< http://www.linkedin.com/shareArticle?mini=true&url=https://about.ebsco.com/markdownify/node/162109&title=Is Your Clinical AI Ready for the Frontlines?&summary=&source=>) - [ ]() ## Is Your Clinical AI Ready for the Frontlines? [Infographic](/taxonomy/term/111) | 29 October 2025 This infographic explores the types and key features of healthcare-specific AI hospitals can responsibly deploy at the point of clinical care. [Dyna AI](https://more.ebsco.com/Dyna-AI.html) combines responsible innovation with evidence-based clinical answers you can trust. [Download](https://assets.ebsco.com/asset/05071151-7bb3-4f26-900c-a855ccf8fd6b/ebsco-clinical-ai-ready-for-the-frontlines-infographic.gif) #### Alternative Text Format | [ Download ](javascript:void(0)) ### Is Your Clinical AI Ready for the Frontlines? Ref Link: https://about.ebsco.com/markdownify/node/162109### Is Your Clinical AI Ready for the Frontlines? A Leadership Checklist for Safe, Smart, and Scalable AI at the Point of Care ### AI Isn't Coming. It's Already Here. Clinicians are using generative AI whether it's been sanctioned or not. From ChatGPT to open-source models, shadow AI use is rising inside hospitals. **80% of hospitals already leverage AI for care and operational workflows.**1 #### What is Shadow AI? AI tools, like ChatGPT or other apps, used by staff without official approval or oversight. Often invisible to leadership, shadow AI introduces risks around data privacy, accuracy, and compliance. ### Do You Know What AI Your Clinicians Are Using? Shadow AI use is real. Leadership visibility and governance are critical. Your answers to these questions are critical... - Are your clinicians using unapproved AI tools at the point of care? - Is your organization accountable for AI governance? - Do your tools align with current and future regulations and quality standards? - Are you building trust? Or inviting risk? AI's success depends less on what it can do, and more on how well it's implemented, measured, and trusted. ### Not All AI Is Built for Healthcare When the source isn't trusted, the risk multiplies. "The problem with AI responses is they all sound equally confident, but they are not equally reliable" - Katherine Eisenberg, MD, PhD, FAAFP, Sr. Medical Director, Dyna AI, EBSCO Clinical Decisions ### What Kind of AI Are We Talking About? **AI Type****Examples****Expert-curated for clinical use****Proprietary Healthcare-Specific AI** - Uses rigorously validated, evidence-based sources, incorporates expert clinician oversight, adheres to clinical governance standards, and safeguards user privacy. Dyna AI from EBSCOYes**Hybrid Healthcare-Specific AI** - Closed AI models trained on a mix of publicly available and licensed medical literature. Limited transparency into oversight, governance, content vetting, data practices, and user privacyOpenEvidenceUse Caution**Commercially Available AI** - Packaged, vendor-supported products designed for specific use cases. May or may not be vetted for clinical settingsChatGPT Enterprise, Microsoft CopilotUse Caution**Open Web AI** - Pulls information from the public internet in real time or from training data scraped from websitesChatGPT (free), Gemini (Google), PerplexityNo**Open Source AI** - Free to access and modify. Often experimental and non-vetted crowd sourcing.Mistral, LLaMA 2No### ### What Responsible AI Looks Like in Practice (And That Clinicians Actually Want to Use) Must be built for clinical care from the ground up. Trustworthy clinical AI combines generative capabilities with curated, evidence-based content. Every answer is sourced, reviewed, and vetted. No outside funding influences the content. #### Key Features of Healthcare-Specific AI - RAG architecture (Retrieval Augmented Generation) - Built on a state-of-the-art large language model - Expert clinician-in-the-loop review - Transparent content sourcing - ISO-certified security & privacy - Health equity monitoring and user feedback loops #### Key Metrics to Consider - Usefulness, Usability and Efficacy (Retention) - Fairness and Equity (Bias Flags) - Safety and Reliability (Quality/Risk Rate) #### Example: Dyna AI CHAI Model Card - > 0% Dyna AI retention among new users.\* - < 0.1% of responses flagged for bias. - > 0% of responses rated as "quality answers" by clinical reviewers. \*Percentage of unique Dyna AI web users who retained Dyna AI functionality during the first six months after Dyna AI was released. ### The 5 Must-Haves for Clinical AI Principles for the Responsible Use of AI Use This Checklist Before You Deploy AI in Clinical Care Settings - **Quality** - Trusted, evidence-based content, developed by clinical experts. - **Security & Patient Privacy** - Backed by ISO-certified security & privacy standards. - **Transparency** - AI responses clearly labeled and linked to trusted clinical sources. - **Governance** - Guided by clinical experts with ongoing oversight and validation. - **Equity** - Designed to detect, mitigate, and monitor bias throughout the AI lifecycle. ### Move Your Clinical AI Use Forward with Responsibility and Innovation Dyna AI combines responsible innovation with point-of-care trust. [See how it works](https://more.ebsco.com/Dyna-AI.html) [EBSCO Clinical Decisions](https://about.ebsco.com/health-care/clinical-decision-support) | [Dyna AI](https://more.ebsco.com/Dyna-AI.html) Healthcare Dive - Custom content for EBSCO by studioID 1. Deloitte 2024 Health Care Outlook #### Move Your Clinical AI Use Forward With Responsibility and Innovation with Dyna AI [See how Dyna AI works](https://more.ebsco.com/Dyna-AI.html) #### You might also be interested in ![health-Market-Guide-image-780.jpg](https://about.ebsco.com/sites/default/files/acquiadam-assets/health-Market-Guide-image-780.jpg) ## EBSCO Health Care Solutions [ View market guide ](/resources/ebsco-health-care-solutions) ![Promotional graphic featuring the EBSCO eBooks logo and icons representing books, mobile access, accessibility and digital acquisition](https://assets.ebsco.com/asset/5b1790bc-be46-400f-b272-02ca5e56aca4/ebsco-ebooks-ebrochure-web-780.png) ## Discover the Right E-Book Models for Your Library [ View product guide ](/resources/ebsco-ebooks-ebrochure) ![](https://assets.ebsco.com/asset/2581614a-c020-46da-ab43-85be3fb2e0ec/standard-webinar-lagoon-resource-center-image-780.jpg) ## Advancing Medical Research Workflows with EBSCO Platform Enhancements [ Watch webinar ](/resources/advancing-medical-research-workflows-ebsco-platform-enhancements)