eCART vs Birth Model
Labor and delivery directors get Birth Model: two models predict delivery timing, a seven-day census forecast drives staffing-ratio alerts tied to AWHONN guidance, and postpartum hemorrhage, preeclampsia and shoulder dystocia alerts run alongside. The vendor lists Epic, Oracle Health and athenahealth, states SOC 2 Type II and HIPAA, and does not say whether the hemorrhage and preeclampsia alerts count as device software. Its 99.1% pushing-phase accuracy is the vendor's claim with no study linked, and the one named user is a birth center in New Jersey.
On the AgileMD side, eCART scores hospitalized adults for death or ICU transfer and holds FDA clearance, with no EHR named. The labor floor and the general ward are separate purchases, so no buyer is choosing between these two. A hospital running both units would license each for its own floor.
Decision support · Reviewed November 2, 2026

eCART
by AgileMD
Early warning software that scores hospitalized ward patients for risk of deterioration from EHR data, for use by trained clinicians.

Birth Model
by Birth Model
Predictive AI for labor and delivery units: delivery timing, staffing forecasts and hemorrhage and preeclampsia risk alerts.
When to pick each one
eCART
- Scores adult ward patients for death or ICU transfer
- Risk tier updates once any vital is charted
Birth Model
- Delivery timing within 12 minutes, per vendor
- Epic, Oracle Health and athenahealth listed
- Staffing alerts tied to AWHONN guidance
Score
Each row shows points earned of points available under the published rubric.
eCART
56of 100
Birth Model
25of 100
| Dimension | eCART | Birth Model | Difference |
|---|---|---|---|
| FDA clearance | 12 / 12 | 0 / 12 | +12 |
| HIPAA / SOC2 / BAA | 10 / 10 | 10 / 10 | 0 |
| EHR integrations (count) | 0 / 5.6 | 1.7 / 5.6 | -1.7 |
| Top-3 EHR coverage (Epic / Oracle / Athena) | 0 / 4.8 | 4.8 / 4.8 | -4.8 |
| Bidirectional write-back | 0 / 1.2 | 0 / 1.2 | 0 |
| Peer-reviewed papers | 21 / 21 | 0 / 21 | +21 |
| RCT / meta-analysis / systematic review | 0 / 9 | 0 / 9 | 0 |
| Funding & adoption signal | 3 / 12 | 3 / 12 | 0 |
| Pricing transparency | 1.3 / 2.5 | 1.3 / 2.5 | 0 |
| Years in market | 0 / 6 | 0 / 6 | 0 |
Scroll horizontally to see every column.
Pricing
eCART
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. There is no pricing page; the site offers a demo request only. |
Birth Model
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. The pricing page returns 404; the site offers a demo and an ROI calculator only. |
Evidence
eCART
FDA decisions
K233253 (opens in new tab)510(k)2024-06-21
eCARTv5 Clinical Deterioration Suite (eCART)
Peer-reviewed
5 PubMed records name eCART.
- Early Warning Scores With and Without Artificial Intelligence. (opens in new tab)
- Multicenter Development and Prospective Validation of eCARTv5: A Gradient Boosted Machine Learning Early Warning Score. (opens in new tab)
- DETERIO-LLM: enhancing traditional deterioration risk scores with clinical context and advanced reasoning. (opens in new tab)
Birth Model
FDA decisions
No FDA decision cited in our research as of November 2, 2026.
Compliance and integrations
Documented from each vendor’s own pages.
| Spec | eCART | Birth Model |
|---|---|---|
| Free tier | ||
| HIPAA | ||
| SOC 2 Type II | ||
| EHR integrations | Not specified | Epic, Oracle Health, athenahealth |
| Founded | n/a | n/a |
| HQ | US | n/a |
Scroll horizontally to see both columns.
Common questions
Open the full decision support comparison
Differential diagnosis, treatment guidance, drug interactions, evidence-grounded Q&A. The CDS landscape ranges from the UpToDate gold standard to physician-only OpenEvidence. We compared what clinicians actually use.
