For hospitals
AI precision for financial, operational and clinical excellence in L&D
Birth Model's predictive AI integrates with Epic and Oracle Health to deliver clinical assessments, real-time risk alerts, staffing forecasts and billing insights.
Five pillars
Excellence across every dimension of L&D
Measurable improvements in revenue, operations, safety, compliance and liability.
Financial excellence
Operational efficiency
Clinical safety
Documentation & compliance
Liability protection
Automated reportable outcomes
Audit-ready metrics with no manual data collection.
- CMS
- CDC
- Joint Commission
- State PQCs & DOH
- Commercial payers
- Malpractice carriers
- Board & C-suite
Reduce staffing costs
Automate staff management with real-time data
Customized analytics that match nurses to the patients actually on the unit.
- Staff allocation. Right-size staffing from an accurate census.
- Cost savings. Align staffing with predicted patient volumes.
- Room turnover. Predict delivery times and room availability.
Second nurse required, LDR 2
M. Chen, active labor, est. delivery 45 min. Assign within 12:00.
Staffing by acuity
- 1:1Active labor4 patients
- 1:2Induction3 patients
- 1:3Antepartum5 patients
- 2:1C-section2 patients
Staffing optimal
Staffing & census intelligence
Real-time visibility into your entire unit
Predictive analytics for the census you have and the one that's coming.
- Census forecasting. Predict patient volumes 10-14 days ahead.
- Walk-in predictions. AI estimates for unscheduled admissions.
- High-volume alerts. Notifications when census exceeds thresholds.
Patient census
- 3
- Pitocin
- 2
- Ripening
- 4
- Labor
- 2
- C-section
- 5
- Antepartum
- 3
- Recovery
Predicted walk-ins, next 24h
Day shift, 7a-7p
8 nurses
Night shift, 7p-7a
6 nurses
High volume alert. 4 walk-ins expected in the next 6 hours.
Quality intelligence
Quality metrics and outcomes, tracked automatically
Ready for CDC, CMS and leadership reporting.
- Quality tracking. NTSV, PPH rates and episiotomy metrics.
- Lag times. Decision-to-incision and triage-to-admit tracking.
- Neonatal outcomes. Apgar scores and NICU admission rates.
- Disparities analysis. Filter by race, month and year.
Maternal quality
- 23.4%
- NTSV rate Target <25.5%
- 4.8%
- PPH rate Target <3.5%
- 2.1%
- Episiotomy Target <5%
Operational lag times
- Decision to incisionUnder 30 min24 min
- Triage to admitUnder 20 min18 min
- Registration to inductionTarget 45 min42 min
Increase revenue
Boost maternal care revenue with automation that fits in
- Accurate billing. AI-generated ICD-10 and CPT codes.
- Delivery volumes. Streamlined induction and C-section scheduling.
- EHR integration. Epic Connection Hub with zero nursing effort.
Ahead of the 2027 changes
Global OB codes are eliminated in January 2027. Birth Model's automated capture prepares you for unbundled billing today.
Learn moreA. Martin · G3P2002 · 39w3d
ICD-10
- Z3A.3939 weeks gestation
- O99.824GBS carrier
- O24.424GDM, insulin
- O14.14Severe preeclampsia
- O41.123Chorioamnionitis
- O72.1PPH, immediate
CPT
- 59409Vaginal delivery
- 96365IV infusion, initial
- 96366IV infusion, additional
- 96372IM Hemabate
- 59160Postpartum curettage
- 59899Bakri balloon
12 codes captured$4,250 est. reimbursement
- Patient charts analyzed
- 150K+
- Prediction accuracy
- ±12 min
- Data points synced
- 300+
- Training time
- <4 min
Return on investment
Calculate your hospital's ROI
Measurable financial impact with a rapid payback period.
- Return on investment
- 5-8x
- Payback period
- 1.5 mo
- Overtime reduction
- 25-30%
See how Birth Model can transform your L&D
Schedule a personalized demo to see the platform in action.