PDI refers to the Perinatal Data Integrity review approach used by CoreVue to examine how Labor & Delivery monitoring data behaves across live clinical systems.
A PDI review investigates how monitoring data actually behaves inside a live clinical environment — tracing fetal monitoring data from bedside devices through gateways, integration engines, and into the EMR to identify where behavior diverges from expected clinical workflow.
The difference matters because in Labor & Delivery, a data flow that looks functional in testing can fail silently in production — routing fetal monitoring strips to the wrong patient record, dropping ADT events that downstream systems depend on, or creating mismatches that clinicians may not discover until a critical moment.
Most integration issues in Labor & Delivery are not caused by a single system defect, but by how multiple systems behave together under real clinical conditions.
Vendor testing confirms connectivity. It rarely confirms clinical correctness at scale — and the gaps it misses are exactly the ones that create patient safety risk.
Fetal monitoring strips, vitals, and clinical documentation can be silently routed to the wrong patient record when ADT feeds contain mismatches, duplicates, or event sequencing gaps. This is one of the most serious and underreported failure modes in L&D integration.
ADT messages that appear to send successfully can arrive out of sequence, trigger incorrect patient state transitions, or be quietly dropped by the integration engine — with no alarm on either side. Downstream systems operate on stale or incorrect patient context.
Room transfers, bed moves, and rapid readmissions stress-test the integration in ways that scripted test scenarios typically don't cover. These are exactly the conditions present during real L&D census peaks — and where documentation breaks are most likely.
Fetal monitors, vitals devices, and central monitoring stations each have their own data models. Mapping errors between device output and EMR field expectations can cause documentation to appear complete in the interface while being clinically incomplete or incorrect in the record.
Mirth Connect, Cloverleaf, Rhapsody, and Epic Bridges each handle HL7 transformation differently. Channel configurations that work under low load can behave differently under go-live volume — particularly when message queuing, error handling, and retry logic haven't been validated at scale.
Without the right monitoring in place, integration failures in L&D often go undetected until a clinician notices something wrong in the record — hours or days later. By then, the documentation impact has already occurred.
The review is scoped to the full clinical data chain — from bedside device through integration engine to EMR — with particular depth in the L&D-specific failure points that 50+ go-lives of pattern recognition have taught us to look for.
Independent review of configuration patterns and clinical data flow across platforms such as OBIX, GE Centricity Perinatal, and Philips IntelliSpace Perinatal — including strip archival behavior, patient assignment logic, and central monitoring data routing.
End-to-end review of ADT message flow — event sequencing, patient identifier handling, merge/cancel logic, and integration engine transformation rules — for correctness under realistic L&D admission and transfer patterns.
Channel-level review of your integration engine (Mirth, Cloverleaf, Rhapsody, or Epic Bridges) — error handling, queue behavior, routing logic, and message acknowledgment patterns relevant to L&D data flow.
Validation that device-sourced clinical data is landing correctly in the EMR record — including field mapping accuracy, flowsheet population, and documentation completeness for obstetric and newborn workflows.
Structured review of the workflows that stress-test integrations most: rapid admissions, room transfers, twin and multiple-gestation scenarios, NICU transfers, and postpartum transitions.
A clear, actionable written report — findings organized by patient safety risk level, with specific remediation guidance your team and vendors can act on during stabilization, remediation, and future optimization efforts.
CoreVue IT works alongside your existing clinical IT, interface, and vendor teams — not in place of them.
The purpose of a Perinatal Data Integrity (PDI) Review is to help identify where system behavior in the live environment differs from expected clinical workflows in Labor & Delivery.
CoreVue approaches the environment as an independent observer of the full clinical data chain — from bedside monitoring devices to the EMR. This perspective often helps isolate patterns that are difficult to see when teams are focused on individual systems.
A PDI Review does not replace your interface analysts or vendor engineers. Instead, the review provides clear documentation of where integration behavior breaks down so that internal teams and vendor partners can apply the appropriate corrective changes.
CoreVue brings enterprise Labor & Delivery integration experience to organizations of all sizes — from large health systems to regional hospitals and specialty clinics that may not have dedicated perinatal integration expertise on staff.
The PDI review is grounded in patterns observed across 50+ L&D go-lives at major health systems — experience that helps CoreVue support both large organizations and smaller facilities facing complex perinatal data flow issues.
Implementation experience across enterprise clinical environments including Mayo Clinic, UCLA Health, Stanford Health Care, Parkland Hospital, Hawaii Pacific Health, and PeaceHealth.
The PDI review is delivered remotely in most cases, keeping disruption minimal while still getting the depth of review your environment needs.
We discuss your environment, platforms, and specific concerns. You walk away knowing exactly what the review will cover and what you'll receive.
We work with your team to collect integration documentation, HL7 logs, system configuration details, and the access needed to conduct the review — structured to minimize IT burden.
The review is conducted against a structured framework developed from 50+ L&D go-lives — specifically designed to surface failure modes that scripted vendor testing routinely misses.
You receive a prioritized written report — risks ranked by patient safety impact, with specific remediation steps your team and vendors can act on immediately.
A 30-minute discovery call costs nothing. It's the fastest way to understand whether a PDI review makes sense for your current environment — and what it would actually cover in your specific setup.
Schedule a Free Discovery CallOr reach us directly at (253) 480-6771