Last updated: June 14, 2026
A source-backed directory of AI products for medical students, clinicians, practices, hospitals, research teams, and healthcare operators. Search by workflow, then verify risk, evidence, privacy, and intended use before shortlisting a vendor.
Use categories when you already know the workflow. Use search when you know a product name, specialty, or task.
19 products
Clinical evidence and questions
Medium to high risk
24 products
Clinical documentation and scribes
Lower to medium risk
85 products
Medical imaging and radiology
High risk
19 products
Digital pathology
High risk
19 products
Surgery and procedural intelligence
High risk
57 products
Clinical operations and revenue cycle
Medium risk
36 products
Patient access, triage, and agents
Medium to high risk
19 products
Medication safety and dosing
Medium to high risk
14 products
Laboratory and hematology diagnostics
High risk
33 products
Precision medicine and data
High risk
20 products
AI governance and monitoring
Medium to high risk
Start with these high-signal products and category hubs, then use the compact directory below for the full product list.
Medical search and clinical decision-support AI that synthesizes peer-reviewed evidence for clinicians.
Ambient AI platform for clinical documentation with provenance and clinician review workflows.
AI assistant for clinical documentation and related workflows with EHR integration.
Ambient clinical documentation product from Nuance/Microsoft that drafts clinical notes from patient conversations.
AI medical scribe marketed to clinicians who want faster SOAP note creation.
Clinical AI platform for radiology and enterprise imaging workflows.
Non-invasive AI heart-care platform for coronary CTA-derived anatomy, physiology, and plaque information.
Digital pathology AI applications for cancer pathology, including Paige Prostate.
Every row links to a stable source-backed profile. Use category pages for richer comparison cards.
345 products shown
| Product | Category | Risk | Workflow tags | Profile |
|---|---|---|---|---|
| OpenEvidence | Clinical evidence and questions | High | evidence search, clinical questions, physician workflow, citations | Review |
| ClinicalKey AI | Clinical evidence and questions | High | clinical decision support, evidence search, generative AI, clinical reference | Review |
| UpToDate Expert AI | Clinical evidence and questions | High | clinical decision support, UpToDate, generative AI, clinical reference | Review |
| Dyna AI | Clinical evidence and questions | High | clinical decision support, DynaMed, generative AI, evidence search | Review |
| Glass Health | Clinical evidence and questions | High | clinical decision support, ambient scribing, differential diagnosis, clinical plans | Review |
| Consensus | Clinical evidence and questions | Medium | research, literature review, students, citations | Review |
| Elicit | Clinical evidence and questions | Medium | systematic review, research, extraction, students | Review |
| Scite | Clinical evidence and questions | Medium | citations, research, literature review, claim checking | Review |
| Atropos Health | Clinical evidence and questions | Medium to high | real-world evidence, clinical questions, EHR, precision medicine | Review |
| Doximity Ask | Clinical evidence and questions | Medium to high | clinical questions, HIPAA, patient education, clinician workflow | Review |
| Medwise AI | Clinical evidence and questions | Medium to high | clinical questions, medical information, UK healthcare, drug information | Review |
| AvoMD | Clinical evidence and questions | Medium to high | clinical decision support, pathways, medical calculators, EHR integration | Review |
| VisualDx | Clinical evidence and questions | Medium to high | clinical decision support, differential diagnosis, dermatology, medical images | Review |
| Isabel DDx Companion | Clinical evidence and questions | High | differential diagnosis, clinical decision support, machine learning, EHR integration | Review |
| Causaly | Clinical evidence and questions | Medium to high | biomedical research, agentic AI, knowledge graph, life sciences | Review |
| AMBOSS AI Mode | Clinical evidence and questions | Medium to high | clinical questions, medical education, evidence search, AI search agent | Review |
| Abridge | Clinical documentation and scribes | Lower to medium | ambient scribe, documentation, provenance, EHR | Review |
| Ambience Healthcare | Clinical documentation and scribes | Lower to medium | ambient scribe, coding, CDI, enterprise | Review |
| Nuance DAX Copilot | Clinical documentation and scribes | Lower to medium | ambient scribe, Microsoft, Dragon, EHR | Review |
| Microsoft Dragon Copilot | Clinical documentation and scribes | Lower to medium | clinical assistant, ambient scribe, Dragon, DAX | Review |
| Oracle Health Clinical AI Agent | Clinical documentation and scribes | Medium to high | EHR agent, chart review, clinical summaries, Oracle Health | Review |
| AWS HealthScribe | Clinical documentation and scribes | Lower to medium | ambient scribe, AWS, API, HIPAA-eligible | Review |
| DeepScribe | Clinical documentation and scribes | Lower to medium | ambient scribe, specialty care, EHR integration, pre-charting | Review |
| Suki | Clinical documentation and scribes | Lower to medium | ambient scribe, coding, clinical Q&A, EHR | Review |
| Nabla | Clinical documentation and scribes | Lower to medium | ambient scribe, transcript, HIPAA, EHR | Review |
| Epic Art for Clinicians | Clinical documentation and scribes | Medium to high | EHR-native AI, AI charting, ambient ordering, documentation | Review |
| Freed | Clinical documentation and scribes | Lower to medium | AI scribe, SOAP notes, individual clinicians, trial | Review |
| Heidi Health | Clinical documentation and scribes | Lower to medium | AI scribe, documentation, evidence search, voice AI | Review |
| ModMed Scribe | Clinical documentation and scribes | Lower to medium | ambient scribe, specialty EHR, coding suggestions, EMA | Review |
| Augmedix | Clinical documentation and scribes | Lower to medium | ambient scribe, hybrid documentation, EHR, human-assisted | Review |
| Commure Ambient AI | Clinical documentation and scribes | Lower to medium | ambient scribe, clinical documentation, EHR, coding support | Review |
| Tali AI | Clinical documentation and scribes | Lower to medium | ambient scribe, medical dictation, HIPAA, PHIPA | Review |
| Twofold Health | Clinical documentation and scribes | Lower to medium | AI scribe, therapy notes, HIPAA, BAA | Review |
| Nabla Copilot | Clinical documentation and scribes | Lower to medium | ambient scribe, clinical documentation, EHR integration, HIPAA | Review |
| Eleos Health | Clinical documentation and scribes | Medium | behavioral health, ambient scribe, documentation compliance, CareOps | Review |
| TORTUS | Clinical documentation and scribes | Lower to medium | AI scribe, NHS, UK GDPR, DTAC | Review |
| NextGen Clinical AI | Clinical documentation and scribes | Lower to medium | ambient scribe, NextGen EHR, SOAP notes, mobile documentation | Review |
| Aidoc | Medical imaging and radiology | High | radiology, FDA-cleared, triage, care coordination | Review |
| AIRS Medical SwiftMR | Medical imaging and radiology | High | MRI, image enhancement, scan acceleration, FDA-cleared | Review |
| Viz.ai | Medical imaging and radiology | High | care coordination, stroke, cardiology, FDA-cleared | Review |
| Ferrum Health | Medical imaging and radiology | High | clinical AI governance, radiology AI, model monitoring, PACS | Review |
| Blackford Platform | Medical imaging and radiology | High | radiology AI, AI marketplace, enterprise imaging, PACS | Review |
| CARPL.ai | Medical imaging and radiology | High | radiology AI, AI marketplace, enterprise imaging, PACS | Review |
| deepcOS | Medical imaging and radiology | High | radiology AI, AI marketplace, enterprise imaging, PACS | Review |
| Enlitic Curie / ENDEX | Medical imaging and radiology | Medium to high | DICOM, radiology data, data standardization, PACS | Review |
| Brainomix 360 Stroke | Medical imaging and radiology | High | stroke, neuroimaging, CT, CTA | Review |
| Avicenna.AI CINA-ASPECTS | Medical imaging and radiology | High | stroke, ASPECTS, non-contrast CT, neuroimaging | Review |
| Qure.ai | Medical imaging and radiology | High | radiology, chest X-ray, CT, global health | Review |
| Qure.ai qXR | Medical imaging and radiology | High | chest X-ray, radiology, FDA-cleared, triage | Review |
| Oxipit ChestLink | Medical imaging and radiology | High | chest X-ray, autonomous reporting, radiology, CE Class IIb | Review |
| Rad AI | Medical imaging and radiology | Medium to high | radiology reporting, generative AI, PACS, RIS | Review |
| Rad AI Continuity | Medical imaging and radiology | Medium to high | radiology follow-up, incidental findings, patient communication, EHR | Review |
| Sirona RadOS | Medical imaging and radiology | Medium to high | radiology operating system, PACS, radiology reporting, worklist | Review |
| Bayer Calantic Digital Solutions | Medical imaging and radiology | High | radiology AI platform, AI marketplace, PACS viewer, worklist prioritization | Review |
| Cleerly | Medical imaging and radiology | High | cardiology, CCTA, plaque analysis, imaging | Review |
| Elucid PlaqueIQ | Medical imaging and radiology | High | cardiology, CCTA, plaque analysis, FDA-cleared | Review |
| LumineticsCore | Medical imaging and radiology | High | diabetic retinopathy, autonomous diagnosis, FDA De Novo, primary care | Review |
| Eyenuk EyeArt | Medical imaging and radiology | High | diabetic retinopathy, autonomous screening, FDA-cleared, retinal imaging | Review |
| AEYE-DS | Medical imaging and radiology | High | diabetic retinopathy, autonomous screening, FDA-cleared, retinal imaging | Review |
| RETINA-AI Galaxy | Medical imaging and radiology | High | diabetic retinopathy, autonomous screening, FDA-cleared, retinal imaging | Review |
| RetInSight Fluid Monitor | Medical imaging and radiology | High | ophthalmology, OCT, retinal fluid, nAMD | Review |
| RetinAI Discovery | Medical imaging and radiology | Medium to high | ophthalmology, retinal imaging, OCT, clinical studies | Review |
| Cercare Medical Neurosuite | Medical imaging and radiology | High | neuroimaging, stroke, perfusion imaging, FDA-cleared | Review |
| RapidAI | Medical imaging and radiology | High | radiology, stroke, FDA-cleared, enterprise imaging | Review |
| Heartflow | Medical imaging and radiology | High | cardiology, CCTA, FFRCT, plaque analysis | Review |
| Caristo CaRi-Plaque and CaRi-Heart | Medical imaging and radiology | High | cardiology, CCTA, plaque analysis, coronary inflammation | Review |
| Ultromics EchoGo | Medical imaging and radiology | High | echocardiography, HFpEF, cardiology, FDA-cleared | Review |
| Us2.ai | Medical imaging and radiology | High | echocardiography, cardiology, FDA-cleared, DICOM | Review |
| Gleamer BoneView | Medical imaging and radiology | High | fracture detection, X-ray, radiology, FDA-cleared | Review |
| iCAD ProFound AI | Medical imaging and radiology | High | mammography, breast imaging, digital breast tomosynthesis, FDA-cleared | Review |
| GI Genius | Medical imaging and radiology | High | colonoscopy, endoscopy, polyp detection, FDA De Novo | Review |
| SKOUT | Medical imaging and radiology | High | colonoscopy, endoscopy, polyp detection, FDA-cleared | Review |
| Fujifilm CAD EYE | Medical imaging and radiology | High | colonoscopy, endoscopy, polyp detection, FDA-cleared | Review |
| Olympus CADDIE | Medical imaging and radiology | High | colonoscopy, endoscopy, polyp detection, FDA-cleared | Review |
| MammoScreen | Medical imaging and radiology | High | mammography, breast imaging, digital breast tomosynthesis, FDA-cleared | Review |
| Kheiron Mia | Medical imaging and radiology | High | mammography, breast screening, triage, image quality | Review |
| ScreenPoint Transpara | Medical imaging and radiology | High | mammography, breast imaging, digital breast tomosynthesis, FDA-cleared | Review |
| Koios DS Breast | Medical imaging and radiology | High | breast ultrasound, CADx, breast imaging, FDA-cleared | Review |
| Subtle Medical | Medical imaging and radiology | High | MRI, PET, image enhancement, FDA-cleared | Review |
| Lunit | Medical imaging and radiology | High | radiology, breast imaging, cancer screening, precision oncology | Review |
| annalise.ai | Medical imaging and radiology | High | radiology, chest X-ray, head CT, triage | Review |
| CureMetrix | Medical imaging and radiology | High | mammography, breast imaging, worklist triage, FDA-cleared | Review |
| Hologic Genius AI Detection | Medical imaging and radiology | High | mammography, breast tomosynthesis, CAD, FDA-cleared | Review |
| GE HealthCare Caption AI | Medical imaging and radiology | High | ultrasound, cardiac imaging, point-of-care, FDA-cleared | Review |
| UltraSight Guidance | Medical imaging and radiology | High | ultrasound, cardiac imaging, POCUS, FDA-cleared | Review |
| Butterfly iQ3 | Medical imaging and radiology | High | ultrasound, POCUS, gestational age, FDA-cleared | Review |
| Sonio Detect | Medical imaging and radiology | High | prenatal ultrasound, fetal imaging, quality control, FDA-cleared | Review |
| DeepHealth Breast Suite | Medical imaging and radiology | High | breast imaging, mammography, DBT, FDA 510(k) | Review |
| Pearl Second Opinion | Medical imaging and radiology | High | dental AI, dental radiographs, CBCT, FDA-cleared | Review |
| Overjet | Medical imaging and radiology | High | dental AI, caries detection, periodontal bone level, FDA-cleared | Review |
| VideaAI | Medical imaging and radiology | High | dental AI, dental radiographs, pediatric caries, FDA-cleared | Review |
| Denti.AI | Medical imaging and radiology | High | dental AI, caries detection, auto-charting, voice perio | Review |
| Diagnocat | Medical imaging and radiology | High | dental AI, CBCT, periapical radiolucency, FDA 510(k) | Review |
| DentalMonitoring | Medical imaging and radiology | High | dental AI, orthodontics, remote monitoring, FDA De Novo | Review |
| DermaSensor | Medical imaging and radiology | High | dermatology, skin cancer, FDA De Novo, optical spectroscopy | Review |
| Skin Analytics DERM | Medical imaging and radiology | High | dermatology, skin cancer, teledermatology, CE marked | Review |
| FotoFinder Moleanalyzer pro | Medical imaging and radiology | High | dermatology, dermoscopy, skin lesion analysis, AI score | Review |
| DermEngine | Medical imaging and radiology | Medium to high | dermatology, teledermatology, mole mapping, image management | Review |
| Model Dermatol | Medical imaging and radiology | Medium to high | dermatology, skin disease, image search, patient education | Review |
| SkinVision | Patient access, triage, and agents | Medium to high | dermatology, skin cancer, patient access, CE certified | Review |
| Paige | Digital pathology | High | pathology, prostate cancer, FDA, whole-slide images | Review |
| PathAI | Digital pathology | High | pathology, IMS, AI algorithms, FDA-cleared | Review |
| Hologic Genius Digital Diagnostics | Digital pathology | High | pathology, cytology, cervical screening, FDA-cleared | Review |
| Ibex Medical Analytics | Digital pathology | High | pathology, cancer diagnostics, structured reporting, CE-IVD | Review |
| Deep Bio DeepDx Prostate | Digital pathology | High | pathology, prostate cancer, Gleason grading, CE-marked | Review |
| Proscia | Digital pathology | High | pathology, image management, AI applications, Concentriq | Review |
| Aiforia | Digital pathology | High | pathology, whole-slide images, CE-IVD, cancer diagnostics | Review |
| Mindpeak | Digital pathology | High | pathology, biomarkers, CE-IVD, IHC scoring | Review |
| Aignostics | Digital pathology | High | pathology, foundation model, tumor microenvironment, biomarkers | Review |
| Lumea | Digital pathology | High | pathology, digital pathology, FDA-cleared viewer, AI marketplace | Review |
| Visiopharm | Digital pathology | High | pathology, biomarkers, IVDR, CE-IVD | Review |
| Tribun Health | Digital pathology | High | pathology, CaloPix, image management, AI apps | Review |
| Roche navify Digital Pathology | Digital pathology | High | pathology, image management, FDA 510(k), AI algorithms | Review |
| PathPresenter | Digital pathology | High | pathology, image management, FDA 510(k), AI integration | Review |
| DoMore Diagnostics Histotype Px Colorectal | Digital pathology | High | pathology, colorectal cancer, digital biomarker, CE-IVD | Review |
| Regard | Clinical operations and revenue cycle | Medium to high | clinical insights, EHR, documentation, quality | Review |
| Bayesian Health | Clinical operations and revenue cycle | High | clinical intelligence, early warning, EHR, sepsis | Review |
| CLEW ICU | Clinical operations and revenue cycle | High | ICU, patient deterioration, FDA-cleared, clinical surveillance | Review |
| Mednition KATE | Clinical operations and revenue cycle | High | emergency department, triage, sepsis, clinical NLP | Review |
| Fathom | Clinical operations and revenue cycle | Medium | medical coding, RCM, billing, automation | Review |
| CodaMetrix | Clinical operations and revenue cycle | Medium | medical coding, RCM, automation, health systems | Review |
| Apicare AuthAdvisor | Clinical operations and revenue cycle | High | prior authorization, utilization management, payer operations, RCM | Review |
| Nym | Clinical operations and revenue cycle | Medium | medical coding, autonomous coding, RCM, Epic Toolbox | Review |
| SmarterDx | Clinical operations and revenue cycle | Medium | revenue integrity, CDI, denials, clinical AI | Review |
| Waystar AltitudeAI | Clinical operations and revenue cycle | Medium | revenue cycle, AltitudeAI, claims, denials | Review |
| Cedar Intelligence | Clinical operations and revenue cycle | Medium | patient billing, revenue cycle, patient financial experience, voice AI | Review |
| Carta Healthcare Voyager | Clinical operations and revenue cycle | Medium | clinical data abstraction, registry abstraction, FHIR, quality reporting | Review |
| Layer Health | Clinical operations and revenue cycle | Medium to high | chart review, registry abstraction, quality measurement, clinical pathways | Review |
| Wellsheet Care Team Copilot | Clinical operations and revenue cycle | Medium to high | Smart EHR UI, chart summarization, clinical pathways, handoff | Review |
| Tennr | Clinical operations and revenue cycle | Medium | referrals, patient flow, prior authorization, eligibility | Review |
| AKASA | Clinical operations and revenue cycle | Medium | revenue cycle, generative AI, CDI, coding | Review |
| Forus | Clinical operations and revenue cycle | Medium to high | prior authorization, medication access, appeals, benefit verification | Review |
| Case Health AI | Clinical operations and revenue cycle | High | prior authorization, utilization management, health plans, coverage decisions | Review |
| Notable | Clinical operations and revenue cycle | Medium | healthcare automation, patient access, revenue cycle, AI agents | Review |
| Qventus | Clinical operations and revenue cycle | Medium | hospital operations, capacity management, perioperative, AI assistants | Review |
| Caremaze | Clinical operations and revenue cycle | Medium to high | discharge planning, care coordination, Voice AI, length of stay | Review |
| Laudio | Clinical operations and revenue cycle | Medium | frontline leadership, healthcare operations, workforce engagement, patient rounding | Review |
| LeanTaaS iQueue | Clinical operations and revenue cycle | Medium | capacity management, operating rooms, infusion centers, inpatient flow | Review |
| Iodine AwareCDI | Clinical operations and revenue cycle | Medium to high | CDI, revenue cycle, coding, clinical documentation | Review |
| Cohere Health | Clinical operations and revenue cycle | Medium to high | prior authorization, utilization management, payment integrity, payer operations | Review |
| Rhyme | Clinical operations and revenue cycle | Medium to high | prior authorization, utilization management, payer-provider collaboration, EHR workflow | Review |
| Xsolis Dragonfly | Clinical operations and revenue cycle | Medium to high | utilization management, medical necessity, case management, revenue cycle | Review |
| Navina | Clinical operations and revenue cycle | Medium to high | value-based care, risk adjustment, care gaps, clinical intelligence | Review |
| Artisight | Clinical operations and revenue cycle | High | ambient intelligence, virtual nursing, patient observation, smart rooms | Review |
| care.ai | Clinical operations and revenue cycle | High | ambient monitoring, virtual nursing, smart rooms, hospital operations | Review |
| AvaSure Intelligent Virtual Care | Clinical operations and revenue cycle | High | virtual nursing, virtual sitting, patient observation, ambient monitoring | Review |
| Caregility Connected Care | Clinical operations and revenue cycle | High | virtual nursing, virtual observation, smart rooms, contactless vitals | Review |
| Oxehealth Oxevision | Clinical operations and revenue cycle | High | contactless monitoring, behavioral health, patient safety, sleep monitoring | Review |
| Cadence Clinical Intelligence | Clinical operations and revenue cycle | Medium to high | remote patient monitoring, chronic care, clinical AI, vitals monitoring | Review |
| Biofourmis Biovitals | Clinical operations and revenue cycle | High | remote patient monitoring, physiologic monitoring, FDA-cleared, hospital at home | Review |
| Current Health | Clinical operations and revenue cycle | Medium to high | remote patient monitoring, care at home, connected devices, EHR integration | Review |
| Huma Cloud Platform | Clinical operations and revenue cycle | Medium to high | remote patient monitoring, AI health platform, clinical dashboards, triage | Review |
| John Snow Labs Healthcare NLP | Clinical operations and revenue cycle | Medium to high | clinical NLP, de-identification, medical language models, data curation | Review |
| Hippocratic AI | Patient access, triage, and agents | Medium to high | agents, patient engagement, outreach, voice AI | Review |
| Tucuvi | Patient access, triage, and agents | High | clinical voice AI, patient follow-up, remote monitoring, care management | Review |
| Infermedica | Patient access, triage, and agents | High | symptom checker, triage, API, patient navigation | Review |
| Ubie | Patient access, triage, and agents | High | symptom checker, patient access, triage, AI health assistant | Review |
| Hyro | Patient access, triage, and agents | Medium | patient access, call center, scheduling, AI agents | Review |
| Infinitus | Patient access, triage, and agents | Medium to high | voice AI, prior authorization, benefit verification, patient access | Review |
| Artera Harmony | Patient access, triage, and agents | Medium | patient communication, AI agents, scheduling, intake | Review |
| Fabric | Patient access, triage, and agents | Medium to high | digital front door, triage, care routing, virtual care | Review |
| Corti | Patient access, triage, and agents | Medium to high | healthcare agents, speech to text, medical coding, agentic framework | Review |
| C the Signs | Patient access, triage, and agents | High | cancer detection, clinical decision support, patient self-assessment, population health | Review |
| Sully.ai | Patient access, triage, and agents | Medium to high | healthcare agents, AI scribe, triage, medical coding | Review |
| Memora Health | Patient access, triage, and agents | Medium to high | care journeys, patient engagement, SMS, symptom management | Review |
| Ada Health | Patient access, triage, and agents | High | symptom checker, care navigation, digital triage, clinical handover | Review |
| Mediktor | Patient access, triage, and agents | High | symptom checker, digital triage, AI medical agent, care routing | Review |
| Luma Health Navigator | Patient access, triage, and agents | Medium to high | patient access, AI concierge, operational AI, scheduling | Review |
| Clearstep Smart Care Routing | Patient access, triage, and agents | High | virtual triage, symptom checker, care routing, AI chat | Review |
| Fabric Health | Patient access, triage, and agents | Medium to high | digital front door, symptom checker, care routing, conversational AI | Review |
| Canary Speech | Patient access, triage, and agents | Medium to high | voice biomarkers, behavioral health, cognitive screening, clinical decision support | Review |
| Ellipsis Health | Patient access, triage, and agents | High | voice biomarkers, mental health, depression screening, anxiety screening | Review |
| Syllable Healthcare Agents | Patient access, triage, and agents | Medium to high | healthcare agents, Epic integration, appointment scheduling, voice AI | Review |
| Assort Health | Patient access, triage, and agents | Medium to high | patient access, voice AI, appointment scheduling, specialty practices | Review |
| Anima Health | Patient access, triage, and agents | Medium to high | patient access, online consultation, primary care, AI receptionist | Review |
| Limbic Access | Patient access, triage, and agents | High | mental health, digital front door, triage, UKCA Class IIa | Review |
| Wysa | Patient access, triage, and agents | High | mental health, behavioral health, AI chatbot, digital front door | Review |
| Ellipsis Health Sage | Patient access, triage, and agents | High | AI care manager, voice AI, mental health, care management | Review |
| Woebot Health | Patient access, triage, and agents | High | mental health, behavioral health, AI chatbot, digital therapeutic | Review |
| K Health | Patient access, triage, and agents | High | symptom checker, primary care, virtual care, clinical AI | Review |
| MedAware | Medication safety and dosing | High | medication safety, clinical decision support, machine learning, adverse drug events | Review |
| DrFirst Clinical-Grade AI | Medication safety and dosing | Medium to high | medication reconciliation, medication history, NLP, EHR integration | Review |
| DoseMeRx | Medication safety and dosing | High | precision dosing, Bayesian dosing, therapeutic drug monitoring, vancomycin | Review |
| InsightRX Nova | Medication safety and dosing | High | precision dosing, PK/PD, Bayesian forecasting, clinical decision support | Review |
| Arine | Medication safety and dosing | Medium to high | medication intelligence, MTM, population health, prescriber outreach | Review |
| Bluesight Prism | Medication safety and dosing | Medium to high | hospital pharmacy, controlled substances, diversion monitoring, AI assistant | Review |
| EveryDose Provider | Medication safety and dosing | Medium | medication adherence, remote monitoring, patient education, conversational AI | Review |
| DreaMed endo.digital | Medication safety and dosing | High | diabetes, insulin dosing, clinical decision support, FDA-cleared | Review |
| GenXys TreatGx | Medication safety and dosing | Medium to high | precision prescribing, pharmacogenomics, clinical decision support, drug interactions | Review |
| FDB Meducation | Medication safety and dosing | Medium | medication education, health literacy, patient instructions, NLP | Review |
| AiCure | Medication safety and dosing | Medium to high | medication adherence, clinical trials, computer vision, patient engagement | Review |
| Medisafe Maestro | Medication safety and dosing | Medium | medication adherence, patient engagement, predictive AI, smart reminders | Review |
| Synapse Medication Shield | Medication safety and dosing | Medium to high | pharmacovigilance, adverse events, MedDRA, NLP | Review |
| RxLogix PV Signal | Medication safety and dosing | Medium to high | pharmacovigilance, signal detection, drug safety, NLP | Review |
| ArisGlobal LifeSphere Safety | Medication safety and dosing | Medium to high | pharmacovigilance, case intake, signal detection, GenAI | Review |
| Oracle Safety One Argus | Medication safety and dosing | Medium to high | pharmacovigilance, adverse events, case processing, regulatory reporting | Review |
| IQVIA Vigilance Detect | Medication safety and dosing | Medium to high | pharmacovigilance, GenAI, event extraction, drug safety | Review |
| Veeva Vault Safety AI | Medication safety and dosing | Medium to high | pharmacovigilance, adverse event management, safety signal, case processing | Review |
| Prenosis Sepsis ImmunoScore | Precision medicine and data | High | sepsis, FDA De Novo, acute care, precision medicine | Review |
| Cytovale IntelliSep | Precision medicine and data | High | sepsis, in vitro diagnostic, FDA 510(k), emergency department | Review |
| Anumana ECG-AI | Precision medicine and data | High | cardiology, ECG-AI, FDA 510(k), pulmonary hypertension | Review |
| Eko Health SENSORA | Precision medicine and data | High | cardiology, digital stethoscope, ECG, heart sounds | Review |
| AliveCor Kardia 12L | Precision medicine and data | High | cardiology, ECG, FDA 510(k), portable diagnostics | Review |
| Philips Cardiologs Holter | Precision medicine and data | High | cardiology, Holter ECG, arrhythmia, FDA 510(k) | Review |
| Tempus | Precision medicine and data | High | precision medicine, oncology, generative AI, multimodal data | Review |
| Tempus One | Precision medicine and data | High | precision medicine, generative AI, oncology, EHR workflow | Review |
| SOPHiA GENETICS | Precision medicine and data | High | precision medicine, genomics, radiomics, multimodal data | Review |
| Guardant InfinityAI | Precision medicine and data | High | precision oncology, real-world data, clinical genomics, biomarkers | Review |
| ArteraAI Prostate | Precision medicine and data | High | precision oncology, digital pathology, FDA De Novo, prostate cancer | Review |
| Avenda Unfold AI | Precision medicine and data | High | prostate cancer, FDA 510(k), treatment planning, MRI fusion biopsy | Review |
| Unlearn | Precision medicine and data | High | clinical trials, digital twins, synthetic controls, biostatistics | Review |
| Owkin K Pro | Precision medicine and data | High | biomedical research, agentic AI, multimodal data, biomarkers | Review |
| Caris Life Sciences | Precision medicine and data | High | precision oncology, molecular profiling, AI insights, tumor board | Review |
| Flatiron Assist | Precision medicine and data | High | oncology, clinical decision support, NCCN, biomarkers | Review |
| Truveta | Precision medicine and data | High | real-world data, clinical research, generative AI, regulatory-grade evidence | Review |
| Deep 6 AI | Precision medicine and data | High | clinical trials, patient matching, real-world data, NLP | Review |
| Dyania Health Synapsis | Precision medicine and data | High | clinical trials, chart review, registry abstraction, real-world evidence | Review |
| TriNetX | Precision medicine and data | High | clinical trials, real-world data, site identification, trial feasibility | Review |
| Medidata AI | Precision medicine and data | High | clinical trials, protocol optimization, synthetic control arm, trial operations | Review |
| ConcertAI | Precision medicine and data | High | oncology, real-world evidence, clinical trials, generative AI | Review |
| Aetion Evidence Platform | Precision medicine and data | High | real-world evidence, HEOR, causal analytics, regulatory-grade evidence | Review |
| nference nSights | Precision medicine and data | High | real-world data, multimodal data, clinical research, drug development | Review |
| Dandelion Health | Precision medicine and data | High | real-world data, clinical AI marketplace, algorithm validation, bias assessment | Review |
| KidneyIntelX.dkd | Precision medicine and data | High | kidney disease, diabetic kidney disease, FDA De Novo, prognostic test | Review |
| Healthy.io Minuteful Kidney | Precision medicine and data | High | kidney disease, home testing, uACR, FDA 510(k) | Review |
| Roche Kidney Klinrisk Algorithm | Precision medicine and data | High | kidney disease, CKD progression, CE mark, machine learning | Review |
| Swift Medical | Medical imaging and radiology | High | wound care, wound imaging, documentation, analytics | Review |
| Net Health Tissue Analytics | Medical imaging and radiology | High | wound care, wound imaging, computer vision, EHR integration | Review |
| eKare inSight | Medical imaging and radiology | High | wound care, 3D imaging, telewound, measurement | Review |
| Healthy.io Minuteful for Wound | Medical imaging and radiology | High | wound care, smartphone imaging, remote monitoring, 3D wound scan | Review |
| MolecuLight | Medical imaging and radiology | High | wound care, fluorescence imaging, bacterial burden, FDA-cleared | Review |
| Spectral AI DeepView | Medical imaging and radiology | High | burn care, wound imaging, multispectral imaging, FDA De Novo | Review |
| ModelOp Center | AI governance and monitoring | Medium to high | AI governance, model risk, healthcare AI, life sciences | Review |
| Credo AI Platform | AI governance and monitoring | Medium to high | responsible AI, AI registry, vendor governance, policy mapping | Review |
| Mendel Redact | AI governance and monitoring | Medium to high | de-identification, PHI redaction, clinical data governance, real-world data | Review |
| Fiddler AI Observability | AI governance and monitoring | Medium to high | AI observability, agent monitoring, guardrails, PHI risk | Review |
| Arize AI Observability | AI governance and monitoring | Medium to high | LLM observability, evaluations, tracing, model monitoring | Review |
| Monitaur | AI governance and monitoring | Medium to high | AI governance, model validation, insurance, compliance | Review |
| Saidot | AI governance and monitoring | Medium to high | EU AI Act, AI inventory, risk controls, governance evidence | Review |
| Chryso.ai | AI governance and monitoring | Medium to high | healthcare AI governance, compliance evidence, AI agent monitoring, HIPAA | Review |
| ALIGNMT AI | AI governance and monitoring | Medium to high | healthcare AI governance, risk monitoring, AI assessment, bias mitigation | Review |
| Risk Meridian | AI governance and monitoring | Medium to high | AI risk register, governance reports, incident log, TRAIGA | Review |
| Censinet RiskOps AI Governance | AI governance and monitoring | Medium to high | healthcare AI governance, risk intelligence, vendor risk, NIST AI RMF | Review |
| Trase OS | AI governance and monitoring | Medium to high | governed AI agents, policy enforcement, audit trail, healthcare workflow automation | Review |
| ShadowIQ for Healthcare | AI governance and monitoring | Medium to high | healthcare AI governance, PHI redaction, BAA-aware routing, policy enforcement | Review |
| Harness.health | AI governance and monitoring | Medium to high | clinical AI registry, health-system governance, quality monitoring, safety events | Review |
| SAIGE | AI governance and monitoring | Medium to high | healthcare AI inventory, risk monitoring, vendor collaboration, AI governance | Review |
| Grid Health | AI governance and monitoring | Medium to high | health-system AI monitoring, drift detection, AI adoption, utilization tracking | Review |
| Asher Informatics | AI governance and monitoring | Medium to high | healthcare AI governance, clinical AI monitoring, DICOM, operational utility | Review |
| Integral Privacy Engine | AI governance and monitoring | Medium to high | privacy-preserving AI, de-identification, Expert Determination, real-world data | Review |
| Cognome ExplainerAI | AI governance and monitoring | Medium to high | explainable AI, model monitoring, shadow AI discovery, bias analysis | Review |
| Qualified Health | AI governance and monitoring | Medium to high | enterprise AI platform, health-system AI governance, agent workflow, post-deployment monitoring | Review |
| Caresyntax | Surgery and procedural intelligence | High | surgical intelligence, OR analytics, surgical video, operating room integration | Review |
| Theator | Surgery and procedural intelligence | High | surgical video AI, operative reports, procedure analytics, quality improvement | Review |
| Proximie | Surgery and procedural intelligence | High | connected OR, surgical collaboration, computer vision, surgical video | Review |
| Medtronic Touch Surgery ecosystem | Surgery and procedural intelligence | High | surgical video, AI analytics, postoperative review, surgical education | Review |
| Moon Surgical Maestro | Surgery and procedural intelligence | High | robotic surgery, scope control, physical AI, intraoperative data | Review |
| Activ Surgical ActivSight | Surgery and procedural intelligence | High | intraoperative AI, surgical visualization, augmented reality, perfusion | Review |
| Apella | Surgery and procedural intelligence | High | OR intelligence, ambient AI, computer vision, predictive analytics | Review |
| Surgical Safety Technologies OR Black Box | Surgery and procedural intelligence | High | OR black box, surgical safety, multimodal AI, quality improvement | Review |
| Cydar Maps | Surgery and procedural intelligence | High | endovascular surgery, image guidance, AI planning, 3D surgical map | Review |
| Asensus Intelligent Surgical Unit | Surgery and procedural intelligence | High | robotic surgery, augmented intelligence, machine vision, FDA-cleared | Review |
| Proprio Paradigm | Surgery and procedural intelligence | High | spine surgery, surgical navigation, light-field vision, FDA-cleared | Review |
| PathKeeper System | Surgery and procedural intelligence | High | spine surgery, surgical navigation, AI-driven navigation, FDA-cleared | Review |
| ZEISS Surgery Optimizer | Surgery and procedural intelligence | High | cataract surgery, surgical video, AI segmentation, ophthalmology | Review |
| SurgeryView.ai | Surgery and procedural intelligence | High | surgical video, phase segmentation, AI PII detection, quality improvement | Review |
| Stryker SurgiCount+ with Triton | Surgery and procedural intelligence | High | surgical blood loss, sponge management, Triton AI, FDA-cleared | Review |
| Intuitive da Vinci 5 Surgical Insights | Surgery and procedural intelligence | High | robotic surgery, Force Gauge, in-console video replay, FDA-cleared | Review |
| TrackiMed | Surgery and procedural intelligence | High | OR computer vision, surgical item tracking, voice documentation, retained item prevention | Review |
| Osso VR | Surgery and procedural intelligence | Medium | VR training, surgical simulation, procedural assessment, learner analytics | Review |
| Radformation AutoContour | Medical imaging and radiology | High | radiation oncology, auto-contouring, treatment planning, deep learning | Review |
| MIM Contour ProtegeAI | Medical imaging and radiology | High | radiation oncology, auto-segmentation, MIM, FDA-cleared | Review |
| Siemens Healthineers DirectORGANS | Medical imaging and radiology | High | radiation oncology, CT simulation, auto-contouring, Siemens Healthineers | Review |
| MVision Contour+ | Medical imaging and radiology | High | radiation oncology, auto-contouring, CT and MR segmentation, FDA-cleared | Review |
| TheraPanacea Annotate | Medical imaging and radiology | High | radiation oncology, auto-contouring, ART-Plan, organ-at-risk segmentation | Review |
| Mirada DLCExpert | Medical imaging and radiology | High | radiation oncology, deep learning contouring, auto-contouring, treatment planning | Review |
| RayStation Deep Learning Segmentation | Medical imaging and radiology | High | radiation oncology, deep learning segmentation, treatment planning, RayStation | Review |
| GE HealthCare Critical Care Suite | Medical imaging and radiology | High | chest X-ray, pneumothorax, radiology triage, on-device AI | Review |
| Imbio Lung Density Analysis | Medical imaging and radiology | High | chest CT, COPD, emphysema, lung cancer screening | Review |
| icometrix icobrain | Medical imaging and radiology | High | brain MRI, neurology, multiple sclerosis, ARIA monitoring | Review |
| Behold.ai red dot | Medical imaging and radiology | High | chest X-ray, pneumothorax triage, lung cancer pathway, FDA 510(k) | Review |
| Biobeat Cuffless Blood Pressure Monitoring | Clinical operations and revenue cycle | Medium to high | remote patient monitoring, blood pressure, FDA-cleared, wearable vitals | Review |
| Pieces Technologies | Clinical operations and revenue cycle | Medium to high | inpatient AI, clinical documentation, utilization management, EHR integration | Review |
| PreciseDx PreciseBreast | Digital pathology | High | digital pathology, breast cancer, recurrence risk, prognostic test | Review |
| Lunit SCOPE | Digital pathology | High | digital pathology, precision oncology, biomarker discovery, PD-L1 | Review |
| Indica Labs HALO AP and HALO AP Dx | Digital pathology | High | digital pathology, whole slide imaging, FDA 510(k), AI pathology | Review |
| Validic Impact | Clinical operations and revenue cycle | Medium to high | remote patient monitoring, patient-generated health data, EHR integration, generative AI summaries | Review |
| Awell | Clinical operations and revenue cycle | Medium | care pathways, workflow orchestration, AI agents, patient outreach | Review |
| b.well bailey | Patient access, triage, and agents | Medium to high | health assistant, patient navigation, FHIR, longitudinal health record | Review |
| Welldoc BlueStar | Medication safety and dosing | High | diabetes, digital therapeutic, FDA cleared, insulin support | Review |
| Ailva | Clinical evidence and questions | High | clinical questions, clinical decision support, evidence search, verified citations | Review |
| Eolas Medical | Clinical evidence and questions | Medium to high | clinical questions, guidelines, RAG, knowledge management | Review |
| Aiberry | Patient access, triage, and agents | High | mental health, behavioral health, screening, multimodal AI | Review |
| Twill Mental Health Sequence | Patient access, triage, and agents | Medium to high | mental health, behavioral health, digital therapeutics, AI assistant | Review |
| Cognoa Canvas Dx | Patient access, triage, and agents | High | autism diagnosis, pediatric behavioral health, FDA De Novo, diagnostic aid | Review |
| Sohar Health | Clinical operations and revenue cycle | Medium | eligibility verification, verification of benefits, patient intake, payer API | Review |
| Adonis Intelligence | Clinical operations and revenue cycle | Medium | revenue intelligence, denials, underpayments, accounts receivable | Review |
| Plenful | Clinical operations and revenue cycle | Medium | pharmacy operations, 340B, prior authorization, benefit verification | Review |
| Innovaccer Gravity | Clinical operations and revenue cycle | High | agentic AI, healthcare data platform, AI governance, revenue cycle | Review |
| Anterior | Clinical operations and revenue cycle | High | prior authorization, utilization management, payer AI, clinical review | Review |
| SmarterNotes | Clinical documentation and scribes | Medium | clinical documentation, inpatient notes, CDI, coding | Review |
| SamaCare | Clinical operations and revenue cycle | Medium to high | prior authorization, patient access, specialty pharmacy, market access | Review |
| Aiva Health | Patient access, triage, and agents | Medium to high | voice assistant, patient requests, smart rooms, virtual nursing | Review |
| Sunoh.ai | Clinical documentation and scribes | Medium | ambient scribe, clinical documentation, EHR sync, progress notes | Review |
| Tandem Health | Clinical documentation and scribes | Medium to high | ambient scribe, clinical documentation, coding assistant, EHR integration | Review |
| Honey Health | Clinical operations and revenue cycle | Medium to high | back-office automation, prior authorization, fax triage, refills | Review |
| Sword Health AI Care | Patient access, triage, and agents | Medium to high | AI care, virtual care, MSK, mental health | Review |
| Clairity Breast | Medical imaging and radiology | High | breast imaging, mammography, risk prediction, FDA De Novo | Review |
| CancerIQ | Precision medicine and data | High | precision oncology, genetic risk, hereditary cancer, patient navigation | Review |
| Nanox.AI HealthCCSng | Medical imaging and radiology | High | coronary calcium, CT imaging, incidental findings, FDA 510k | Review |
| PeriGen PeriWatch Vigilance | Clinical operations and revenue cycle | High | perinatal monitoring, labor and delivery, fetal heart rate, FDA 510k | Review |
| Nuvo INVU | Clinical operations and revenue cycle | High | remote pregnancy monitoring, fetal monitoring, maternal-fetal health, FDA 510k | Review |
| Spacelabs Rothman Index | Clinical operations and revenue cycle | High | patient deterioration, early warning, FDA 510k, clinical surveillance | Review |
| Azra AI | Clinical operations and revenue cycle | Medium to high | oncology operations, registry automation, clinical trials, EHR workflow | Review |
| Clarify Meridian | Clinical operations and revenue cycle | Medium | referral optimization, patient activation, network intelligence, scheduling | Review |
| Freenome SimpleScreen CRC | Precision medicine and data | High | colorectal cancer screening, multiomics, blood-based screening, machine learning | Review |
| GRAIL Galleri | Precision medicine and data | High | multi-cancer early detection, cell-free DNA, methylation, machine learning | Review |
| Median eyonis LCS | Medical imaging and radiology | High | lung cancer screening, low-dose CT, CADe, CADx | Review |
| Teton AI | Clinical operations and revenue cycle | Medium to high | ambient monitoring, fall risk, nursing workflow, computer vision | Review |
| RapidClaims | Clinical operations and revenue cycle | Medium | medical coding, revenue cycle, CDI, denials | Review |
| Covera Health | Medical imaging and radiology | Medium to high | radiology quality, clinical intelligence, diagnostic pathways, health plans | Review |
| Bunkerhill Carebricks | Medical imaging and radiology | High | opportunistic imaging, CT, FDA-cleared, care coordination | Review |
| Riverain ClearRead CT | Medical imaging and radiology | High | chest CT, lung nodules, coronary calcium, FDA-cleared | Review |
| Carenostics | Clinical operations and revenue cycle | Medium to high | transplant, operations, records review, waitlist management | Review |
| Rune Labs StrivePD | Precision medicine and data | High | Parkinson's disease, precision neurology, wearable data, AI companion | Review |
| Microsoft Healthcare Agent Service | Patient access, triage, and agents | Medium to high | Azure, healthcare agents, patient access, triage | Review |
| Salesforce Agentforce for Healthcare | Patient access, triage, and agents | Medium to high | Agentforce, Health Cloud, patient access, healthcare agents | Review |
| Google Cloud Agent Search for Healthcare | Precision medicine and data | High | Google Cloud, healthcare search, FHIR, clinical data | Review |
| AskTrip | Clinical evidence and questions | Medium to high | clinical evidence, medical questions, guidelines, source citations | Review |
| Techcyte Fusion | Digital pathology | High | digital pathology, clinical pathology, anatomic pathology, LIS integration | Review |
| Artisight Smart Operating Room | Surgery and procedural intelligence | High | smart operating room, surgical workflow, ambient intelligence, predictive scheduling | Review |
| Scopio Full-Field Digital Cell Morphology | Laboratory and hematology diagnostics | High | hematology, digital morphology, peripheral blood smear, bone marrow aspirate | Review |
| Sysmex DI-60 | Laboratory and hematology diagnostics | High | hematology, digital morphology, WBC differential, Sysmex | Review |
| CellaVision DC-1 | Laboratory and hematology diagnostics | High | hematology, digital morphology, low-volume lab, CellaVision | Review |
| Sight OLO | Laboratory and hematology diagnostics | High | hematology, CBC, computer vision, point of care | Review |
| PixCell HemoScreen | Laboratory and hematology diagnostics | High | hematology, CBC, point of care, AI-assisted VEF | Review |
| Mindray MC-80 | Laboratory and hematology diagnostics | High | hematology, digital morphology, blood smear, cell pre-classification | Review |
| HORIBA Yumizen D20 | Laboratory and hematology diagnostics | High | hematology, urine microscopy, digital morphology, AI-aided review | Review |
| Noul miLab | Laboratory and hematology diagnostics | High | malaria, AI microscopy, blood morphology, point-of-care testing | Review |
| SigTuple AI100 with Shonit | Laboratory and hematology diagnostics | High | hematology, peripheral blood smear, automated microscopy, FDA 510(k) | Review |
| CellaVision DM1200 and DM9600 | Laboratory and hematology diagnostics | High | hematology, digital morphology, body fluids, Advanced RBC | Review |
| Roche cobas m 511 | Laboratory and hematology diagnostics | High | hematology, digital morphology, CBC, reticulocytes | Review |
| Copan PhenoMATRIX | Laboratory and hematology diagnostics | High | clinical microbiology, culture plates, FDA 510(k), WASPLab | Review |
| BD Kiestra Urine Culture Application | Laboratory and hematology diagnostics | High | clinical microbiology, urine culture, BD Kiestra, BD Synapsys | Review |
| APAS Independence | Laboratory and hematology diagnostics | High | clinical microbiology, culture plates, FDA 510(k), AI plate reading | Review |
Directory pages are useful only if they help users decide what to verify next. These checks appear across the profiles.
What is the product allowed to do, what is it not allowed to do, and who remains accountable for final clinical, billing, or operational decisions?
Can the user trace every recommendation, summary, alert, or code back to source data, clinical evidence, or an auditable record?
Does the workflow involve PHI, audio, images, or records, and are BAA terms, retention, access control, and monitoring clear before launch?