Ember vs Penguin Ai
Ember's page is aimed at specialty practices and health systems, and Penguin Ai's about page at payers, providers and home health. Ember audits charts for coding, denials and appeals and says six health systems are live on Oracle Health. Penguin Ai lists three workflow solutions: utilization management for payers, HCC coding and risk adjustment, and Intelligent RCM, which runs pre-submission review and denial recovery as one loop. It names Epic FHIR and Cerner, with 20+ connectors unnamed.
On security, Ember's homepage states SOC 2 Type II, HITRUST e1 and HIPAA. Penguin Ai's about page lists HIPAA and SOC 2 and says its sandbox holds synthetic data until a BAA is executed. A health system security team comparing stated attestations gets the more specific list from Ember, which gives Ember the edge on that review.
Penguin Ai announced $29.7M in September 2025, including a $25M Series A led by Greycroft, and Ember a $4.3M seed in November 2025. A specialty practice fighting denials is Ember's buyer, and a payer running utilization review is Penguin Ai's.
Billing & coding · Reviewed November 2, 2026

Ember
by Ember
AI revenue integrity platform for specialty practices and health systems, covering coding review, denial prevention and appeals.

Penguin Ai
by Penguin Ai · founded 2024
Agentic AI for medical coding, HCC risk adjustment, prior authorization and claims for providers and payers.
When to pick each one
Ember
- SOC 2 Type II and HITRUST e1 stated
- Chart audits for coding, denials and appeals
Penguin Ai
- Intelligent RCM for pre-submission review and denial recovery
- Utilization management for payers
- Epic FHIR and Cerner connectors
Score
Each row shows points earned of points available under the published rubric.
Ember
56of 100
Penguin Ai
40of 100
| Dimension | Ember | Penguin Ai | Difference |
|---|---|---|---|
| HIPAA / SOC2 / BAA | 10 / 10 | 10 / 10 | 0 |
| EHR integrations (count) | 18.2 / 18.2 | 5.5 / 18.2 | +12.7 |
| Top-3 EHR coverage (Epic / Oracle / Athena) | 8 / 8 | 5.6 / 8 | +2.4 |
| Bidirectional write-back | 0 / 5.2 | 0 / 5.2 | 0 |
| Peer-reviewed papers | 0 / 7 | 0 / 7 | 0 |
| RCT / meta-analysis / systematic review | 0 / 3 | 0 / 3 | 0 |
| Funding & adoption signal | 3 / 12 | 3 / 12 | 0 |
| Pricing transparency | 3.3 / 6.5 | 3.3 / 6.5 | 0 |
| Years in market | 0 / 6 | 3 / 6 | -3 |
Scroll horizontally to see every column.
Pricing
Ember
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. |
Penguin Ai
| Tier | Monthly | Annual | Notes |
|---|---|---|---|
| Enterprise | n/a | n/a | No public price. Site CTA is "Talk to us". |
Compliance and integrations
Documented from each vendor’s own pages.
| Spec | Ember | Penguin Ai |
|---|---|---|
| Free tier | ||
| HIPAA | ||
| SOC 2 Type II | ||
| EHR integrations | athenahealth, ModMed, eClinicalWorks, Nextech, Veradigm, NextGen Healthcare, Greenway Health, Epic, Oracle Health, HST Pathways, Surgical Information Systems, MediReport, AdvancedMD, DrChrono, Altera | Epic, Cerner |
| Founded | n/a | 2024 |
| HQ | US | US |
Scroll horizontally to see both columns.
Common questions
Open the full billing & coding comparison
Autonomous coding (CodaMetrix #1 KLAS 2026), denial prevention, prior-auth automation. The single fastest path to ROI in healthcare AI is RCM — these tools deliver it.
