Compare Epic AI (Art, Emmie, Penny) vs PathAI

Both tools in AI Healthcare

PathAI

AI-powered digital pathology platform that automates slide analysis, biomarker quantification, and drug development support for labs and biopharma.

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Pricing

Pricing Comparison

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
Enterprise$Custom

Bundled into Epic EHR contracts, no separate per-feature pricing

Modules$Custom

Pricing varies by Epic module and contract scope

PathAIPathAI
Enterprise$Custom

Annual licensing, cloud infrastructure, algorithm modules

Biopharma$Custom

Companion diagnostic development, clinical trial services, data licensing

Features

Feature Comparison

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
Art (Ambient Clinical Note Generation)Art Pre-Visit Patient SummariesArt Discharge Summary DraftingArt Inpatient InsightsAI Charting with Dragon CopilotEmmie Conversational Patient AssistantEmmie Lab Result ExplanationsEmmie Appointment Scheduling in MyChartEmmie Bill Explanation and PaymentsPenny Professional Billing Code AutomationPenny Denial Appeal Letter GenerationPenny Medical Necessity SupportMyChart Central Single Sign-OnCosmos Predictive Analytics DatasetDiagnosis Advisor Clinical Decision SupportIncidental Finding Detection and Follow-Up200+ AI Features in Active Development
PathAIPathAI
AISight Digital Pathology PlatformWhole Slide Image ManagementAI Tumor Detection AlgorithmsBiomarker Quantification (PD-L1, HER2)MASH AI Assist (FDA and EMA Qualified)Companion Diagnostic DevelopmentPrecision Pathology Network AccessPLUTO Foundation ModelExplore Biomarker Discovery SuiteLIS IntegrationCase Management AutomationRemote Consultation and AnnotationGCP and GCLP Compliant Lab ServicesFDA-Cleared AISight Dx PlatformClinical Trial Patient StratificationReal-World Data MonetizationPathologist Network (450+ contributors)
Fit

Best For & Not For

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
✅ Best For
Healthcare systems and hospitals already running on Epic's EHR that want AI-assisted clinical documentation, patient engagement, and revenue cycle automation without integrating a third-party vendor. CMIOs, CNOs, and revenue cycle directors at Epic-based organizations seeking measurable ROI from a single, natively integrated AI platform that requires no additional IT procurement.
❌ Not For
Health systems not on Epic's EHR, as all three AI agents (Art, Emmie, Penny) are embedded exclusively within the Epic ecosystem. Organizations looking for standalone AI tools with transparent public pricing, as Epic AI is bundled within Epic's enterprise contracts with no publicly listed per-feature cost.
PathAIPathAI
✅ Best For
Anatomic pathology laboratories at academic medical centers, reference labs, and health systems looking to digitize workflows and deploy AI-powered diagnostic algorithms. Biopharma companies developing companion diagnostics, conducting clinical trials, or seeking AI-assisted biomarker discovery using validated pathology datasets.
❌ Not For
Individual clinicians or small outpatient practices without pathology laboratory operations. Organizations seeking ambient documentation or clinical note generation rather than digital pathology image analysis and drug development tools.
Availability

Platform & Accessibility

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
web-basedmobiledesktop
PathAIPathAI
web-basedapi
Use & Audience

Tasks & Who It's For

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
Who it's for
PathAIPathAI
Who it's for
Integrations

Integrations

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
Other
Dragon Copilot (Microsoft)MyChart
Database
Cosmos Dataset
Webhooks & API
FHIR
PathAIPathAI
Other
Quest Diagnostics LISLabcorp LISPaigeVisiopharm
Use Cases

Real-world Use Cases

Epic AI (Art, Emmie, Penny)Epic AI (Art, Emmie, Penny)
1
A hospitalist at Riverside Health in Virginia uses Art's Inpatient Insights to prepare for 14 patient encounters in 30 minutes, spending 32% less time on documentation and communication compared to her pre-AI baseline.
2
Sutter Health patients interact with Ask Emmie in MyChart to ask health questions and get personalized answers grounded in their own medical record, without calling the nurse line for routine inquiries.
3
The revenue cycle director at a 200-bed regional hospital deploys Penny across all outpatient billing and sees a 20%+ reduction in coding-related claim denials within 90 days of go-live.
PathAIPathAI
1
A reference lab pathologist reviews 80 cases per day with AISight's AI-flagged priority queue, focusing attention on the highest-risk slides first and reducing average sign-out time by 35%.
2
A biopharma data scientist uses PathAI's Explore biomarker discovery suite to identify a novel spatial biomarker in a pancreatic cancer dataset of 12,000 slides that predicts immunotherapy response, advancing a Phase 2 trial design.
3
Labcorp deploys AISight Dx across its US pathology network after its expanded PathAI partnership, enabling digital workflows for case management, slide review, and AI-assisted annotation at scale.
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