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Insights for health systems evaluating and deploying AI safely.

Three Things Your AI Vendor Won't Tell You

Don’t let your clinical AI operate in a "blind spot" where vendors grade their own homework. Without independent verification, AI adoption isn’t innovation, it’s operational gambling.

Deployment Before Evidence: Healthcare AI Is Flying Blind

From defining what meaningful AI validation actually requires, to outlining how health systems can measure real-world performance, manage risk, ensure safety and align incentives with outcomes. This session will equip leaders with information and insight toward responsible, scalable AI adoption.

Clinical AI: The Readiness Framework

Right now, too many healthcare organizations are paying a heavy "Fragmentation Tax"—rebuilding integration logic for every new model, stalling their clinical fleets, and inflating their Total Cost of Ownership.

Three Things Your AI Vendor Won't Tell You

Don’t let your clinical AI operate in a "blind spot" where vendors grade their own homework. Without independent verification, AI adoption isn’t innovation, it’s operational gambling.

Deployment Before Evidence: Healthcare AI Is Flying Blind

From defining what meaningful AI validation actually requires, to outlining how health systems can measure real-world performance, manage risk, ensure safety and align incentives with outcomes. This session will equip leaders with information and insight toward responsible, scalable AI adoption.

Observability Lens: Vendor Neutral Ground Truth

Some identify findings clinicians may overlook, while others incorrectly flag normal cases. Over time, some models degrade as patient populations change or vendors update software.

Clinical AI: The Readiness Framework

Right now, too many healthcare organizations are paying a heavy "Fragmentation Tax"—rebuilding integration logic for every new model, stalling their clinical fleets, and inflating their Total Cost of Ownership.
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