ESBL-Producing E. coli Bacteremia: AI-Guided vs. Conventional Pathway — A 57% Cost Reduction Case

A structured analysis of how integrated AI clinical decision support reduced empirical carbapenem use, shortened time-to-targeted therapy, and achieved measurable cost reduction in a regional hospital network.

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Examples of turnkey lab delivery done right—vendor-neutral governance, readiness gates, and go-live stabilization that holds.

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Laboratory Modernization & Workflow Redesign.

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Throughput Stabilization Without New Equipment

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