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Birth Model
Built on 150,000+ patient charts

Safer births.Smarter staffing.Profitable hospitals.

AI that makes Labor & Delivery safer, smarter and more sustainable. Deep EHR integration through SMART on FHIR, with nothing extra to click to launch it.

Schedule a demoSee how it works
L&D MotherboardSynced from Epic
4 laboring
PatientEst. deliveryRisk
LDR 4 · T. Atkinson
8/100/+1 · Severe PreE · Epidural
1h 15mHigh
LDR 6 · N. Davis
5/80/0 · Pitocin · GBS+
3h 45mMedium
LDR 8 · S. Miller
3/50/-2 · Latent · GDM A1
7h 15mLow
LDR 2 · R. Okafor
6/90/-1 · TOLAC
2h 55mMedium
Delivery prediction accuracy
±12 min
Pushing-phase accuracy
99.1%
Saved per handoff
30+ min
Extra clicks to launch
0

Backed by and built with

  • Johns Hopkins
  • Techstars
  • CareFirst BlueCross BlueShield
  • Gurtin Ventures

The challenge

What if L&D could run like Google Maps?

Predict the rush before it hits. Route around bottlenecks. Live ETAs for every patient and every staffing need.

Without Birth Model

  • Manual handoffs take 30+ minutes
  • Delivery predictions based on gut feel
  • Missed deliveries and emergency scrambles
  • Risk factors buried in the chart
  • Documentation delays and denials

With Birth Model

  • Automated SBAR in seconds
  • ±12 minute delivery predictions
  • Real-time alerts keep the team ready
  • Every risk factor on one screen
  • Documentation that syncs back to the EHR

Platform

Everything L&D needs in one platform

Designed by clinicians, for clinicians.

The Motherboard

A live command center showing every patient, every risk and every timeline on the unit.

Predictive delivery timing

Two models predict delivery within ±12 minutes, with 99.1% accuracy in the pushing phase.

Patented

Smart handoffs

One-click SBAR generation, accurate and complete, synced directly to the EHR.

Epic connected

Electronic booking

Scheduling for inductions and cesareans, with predictive slot optimization.

AI documentation

Delivery notes that draft themselves, with real-time ICD-10 and CPT coding.

AI Diagnotes™

Risk intelligence

Real-time alerts for postpartum hemorrhage, preeclampsia and shoulder dystocia.

Automated reportable outcomes

Audit-ready metrics with no manual data collection, for everyone who asks for them.

  • CMS
  • CDC
  • Joint Commission
  • State PQCs & DOH
  • Commercial payers
  • Malpractice carriers
  • Board & C-suite

Integration

Deep EHR integration

Birth Model connects bidirectionally with Epic, Oracle Health and athenahealth over HL7 FHIR and ADT, and links those systems to one another: the prenatal practice record and the delivery chart become one maternal health episode.

  • Epic Connection Hub
  • SMART on FHIR
  • SOC 2 Type II
  • HIPAA
Epic
Oracle Health
athenahealth
Data points synced
300+
Bidirectional sync
Live
Training time
<4 min

Unit intelligence

Complete visibility into your L&D operations

Dashboards and analytics that help you staff to demand, predict capacity and improve outcomes.

Census prediction

7-day patient volume forecast

AWHONN compliance

Real-time staffing ratio alerts

Delivery ETAs

±12 minute prediction accuracy

Outcomes analytics

Unit performance and quality metrics
“Birth Model has transformed how we manage our L&D unit. The delivery predictions are remarkably accurate, our nurses love the automated handoffs, and we've seen drastic improvements in patient care and outcomes.”
Dr. Nicola PembertonMedical Director, The Birth Center of NJ

See Birth Model on your unit

A 30-minute walkthrough with our clinical team, built around your EHR and your census.

Schedule a demoBook a meeting