Predictive Models

Pieces provides a wide variety of customizable predictive models across clinical and operational areas to improve patient safety, reduce waste and generate revenue.

Unified, Intelligent Utilization Management


The Pieces Utilization Management Assistant transforms the review process by seamlessly embedding into existing EMR workflows, consolidating labs, vitals, consult notes, and other key data into a single, intuitive interface. This allows case reviewers to make faster, more accurate Observation vs. Inpatient determinations without switching screens or searching for missing information

Observation Cases to Inpatient

Early data demonstrates an opportunity to convert 24% of Observation cases to Inpatient cases.

Rapid Turnaround Times

Pieces identifies potential status conversions EARLY, average of 5 hours after admissions.

Time-Saving Automation

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Pilot Pieces at your hospital system

Our flexible healthcare AI solution can be tailored to your needs. We’d love to schedule a meeting to more fully walk you through how Pieces can help you.