Product directory
Browse all 312 products across 39 administrative workflows. Automation levels reflect public evidence, not vendor claims. Inclusion is never an endorsement.
Automation levels: L0 analytics only · L1 assistant — drafts and suggests · L2 partial — completes meaningful steps · L3 exception-based — completes routine cases and sends exceptions to people · L4 near-autonomous — none validated in this census.
Phones, Scheduling & Patient Communication · 60 products
Arini — Arini Dental AI Receptionist
Answers dental calls, schedules in the practice-management system, follows up leads and handles common front-desk requests for solo offices, groups and DSOs.
What stays human Dental staff configure booking rules and receive clinical/escalated calls.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Assort Health — Assort AI Phone Agent
Answers concurrent inbound patient calls, identifies intent, follows specialty scheduling rules, books or changes appointments, captures refill/referral requests, answers approved FAQs, and transfers exceptions.
What stays human Staff design call rules and handle clinical, ambiguous, or escalated calls.
Fits Medium to enterprise Intended customer Specialty practices, physician groups, ambulatory enterprises
Clearwave — Voice AI and Digital Front Door
Voice agent answers calls, schedules, captures record/refill/billing requests and writes tasks to the practice system; the broader platform automates registration, eligibility and patient payments.
What stays human Staff review clinical tasks and exceptions and maintain schedule templates.
Fits Small to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Confido Health — Confido AI Front Office
Answers calls and messages, schedules appointments, takes payments, captures refill requests and executes approved front-office actions inside connected EHR workflows.
What stays human Staff supervise deployment, handle exceptions and perform clinical decisions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Decoda Health — AI Front Desk and Scheduling
Runs inbound and outbound phone/text conversations, qualifies leads, schedules against provider and room constraints, summarizes calls and manages follow-up for elective-care practices.
What stays human Staff configure offers and booking rules and handle complex or clinical cases.
Fits Small to medium Intended customer Med spas, weight-loss, wellness and elective-care groups
Hello Patient — Hello Patient AI Patient Access Agent
Handles phone, text and web conversations; verifies patient identity, reads live scheduling inventory, books/reschedules/cancels, gathers intake information, routes refill requests and writes outcomes back to the system of record.
What stays human Practice maps protocols; staff receive escalations and clinically sensitive requests.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Innovaccer — Patient Access Agent
24/7 multilingual agent answers access inquiries and books appointments; related Agents of Care run care-gap closure and prior-authorization workflows across connected data/EHR systems.
What stays human Health-system teams configure workflows and manage exceptions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Phreesia — VoiceAI and Patient Access
Automates inbound/outbound appointment calls, digital intake, eligibility, payments, recall and referral scheduling; Appointment Accelerator offers automated waitlist backfill.
What stays human Staff handle exceptions, specialty judgment and unresolved financial/clinical questions.
Fits Small to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Prosper AI — Prosper Voice AI Agents
Runs patient and payer phone calls for scheduling, insurance verification, billing and claim follow-up, with connectors that read/write in healthcare systems and route exceptions.
What stays human Teams configure policies and handle non-routine payer or patient cases.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Relatient — Dash Voice AI
Handles concurrent appointment calls using customer scheduling rules and now captures clinical, medication and billing requests as structured EHR work items.
What stays human Staff review clinical/refill/billing tasks and take escalations.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Tivara — Tivara AI Workforce
Voice agents automate inbound patient calls for scheduling, refills, intake and after-hours workflows; company also develops AI agents for prior authorization in specialty groups.
What stays human Staff handle clinical/escalated calls and authorization exceptions.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Clarion — Clarion AI Front Desk
AI agents handle phone/text scheduling, refill capture and referral ingestion and complete approved steps across connected systems.
What stays human Staff govern workflows and handle clinical or ambiguous requests.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
CureMD — AI Virtual Medical Receptionist
Handles scheduling, intake, refill routing, payments and common patient calls around the clock within the CureMD ecosystem.
What stays human Practice staff handle exceptions and clinical requests.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Dodo — Dodo AI Receptionist
Multi-agent voice/SMS receptionist books and changes appointments, gathers intake, routes refills and runs follow-up conversations; current focus includes veterinary and dental clinics.
What stays human Practice staff handle clinical judgment and exceptions.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
eClinicalWorks — healow Genie
EHR-native agent handles appointment calls, bills, referrals and refill requests, runs outreach campaigns and uses a no-show model to trigger reminders and waitlist actions.
What stays human Practice staff configure protocols and handle exceptions or clinical requests.
Fits Small to large Intended customer eClinicalWorks ambulatory practices
Hyro — Hyro Adaptive Communications Platform
Deploys healthcare voice and chat agents that answer FAQs, authenticate patients, schedule appointments, route calls and escalate requests using governed knowledge and integrations.
What stays human Enterprise teams govern content and staff take escalations.
Fits Large to enterprise Intended customer Health systems and large physician enterprises
Infinitus Systems — Payer Call Automation
Places structured calls to payers for benefits, authorization and claim-status follow-up and returns captured answers to operations teams.
What stays human Staff review results and handle failed, ambiguous or clinically complex calls.
Fits Medium to enterprise Intended customer Providers, pharmacies, payers and RCM teams
IntelePeer — SmartAgent for Healthcare
Contact-center automation deploys voice agents for healthcare call routing, FAQs and supported transactions, integrated with enterprise communications systems.
What stays human Healthcare teams configure workflows and staff handle exceptions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
OmniMD — AI Front Desk
EHR-native agent answers calls, books appointments, captures intake/check-in, verifies insurance, routes refills and creates structured after-hours task queues.
What stays human Staff handle clinical judgment and unresolved tasks; vendor explicitly says it does not replace the entire receptionist role.
Fits Small to medium Intended customer Independent practices using OmniMD
PolyAI — PolyAI Healthcare Voice Assistants
General enterprise voice agents handle natural-language calls and integrate into contact-center and back-office systems; healthcare deployments can automate call routing, FAQs and transactions.
What stays human Healthcare customer must configure compliant workflows and staff handles sensitive/escalated calls.
Fits Enterprise Intended customer Large healthcare contact centers
Pretty Good AI — AI Operations for athenaOne Practices
Learns a practice’s call recordings and operating manuals, handles patient calls under deterministic guardrails, books in athenaOne, checks insurance and captures refills/referrals/authorizations with escalation and audit logs.
What stays human Staff receive uncertain or clinical cases and monitor quality.
Fits Small to large Intended customer athenaOne independent practices
Saga AI — Saga Patient Access Agents
Voice agents schedule, gather intake and run care-gap outreach with real-time EHR updates.
What stays human Staff maintain policies and handle clinical/escalated cases.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Syllable — Syllable Patient Assistant
Conversational phone and digital assistants answer healthcare FAQs, route calls and complete supported patient-access transactions for health systems and large medical groups.
What stays human Contact-center staff handle complex calls and configured escalations.
Fits Large to enterprise Intended customer Health systems and large medical groups
Talkie.ai — Talkie Healthcare AI Voice Assistant
Healthcare voice assistant answers calls, schedules appointments, captures refill requests and routes other requests to staff.
What stays human Staff take escalations and complete unsupported EHR/clinical work.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Tebra — AI Smart Staff / AI Voice Assistant
AI Voice Assistant answers inbound calls, schedules and routes refill requests inside Tebra; AI Smart Staff bundles front-office and growth automation for independent practices.
What stays human Practice staff handle exceptions and clinical decisions; announced capabilities need production validation.
Fits Small to medium Intended customer Independent medical practices
VoiceCare AI — Healthcare AI Workforce
Voice, SMS, chat and fax agents execute intake, scheduling, benefit verification, prior authorization and revenue-cycle communications with EHR-native workflows.
What stays human Customer staff handle exceptions and review high-risk actions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
VoxyHealth — Voxy Healthcare Voice Agents
Automates inbound scheduling, referral, refill, laboratory and billing calls plus outbound reminders, care-gap outreach and financial follow-up.
What stays human Staff define pathways and receive transfers/exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Luma Health — Patient Success Platform / Spark
Automates self-scheduling, waitlist backfill, outreach, two-way messaging, referral communications and inbound fax processing; Spark agents execute configured access workflows.
What stays human Teams configure schedules and campaigns and handle clinical/escalated cases.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Penciled — Penciled AI Scheduling
For WebPT practices, conducts two-way generative-AI SMS confirmations, cancellations and rescheduling, updates the schedule and fills newly opened slots from waitlists.
What stays human Staff define schedule rules and handle exceptions or complex patient requests.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Steer Health — Steer Patient Access and Scheduling
Automates online booking, waitlist backfill, cancellation rebooking, reminders, digital front-door interactions and growth analytics.
What stays human Staff manage schedule templates and high-complexity requests.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Epic Systems — MyChart Conversational Scheduling
Conversational text scheduling inside the Epic/MyChart ecosystem helps patients find, book and change appointments using health-system rules.
What stays human Access teams maintain templates and handle complex appointment types.
Fits Large to enterprise Intended customer Epic health systems and affiliated medical groups
NexHealth — NexHealth Patient Experience Platform
Provides real-time online scheduling, forms that sync into practice systems, reminders, messaging and payments through an integration layer used by medical and dental practices.
What stays human Staff configure schedules/forms and handle exceptions and clinical questions.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Novoflow — Novoflow AI Employee
Combines conversational patient outreach with computer-using agents to book/reschedule and recover canceled slots in existing practice systems.
What stays human Staff configure policies and resolve exceptions.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
LeanTaaS — iQueue for Infusion Centers
Uses predictive analytics to optimize infusion scheduling, chair capacity and staffing across oncology/infusion operations.
What stays human Schedulers and infusion leaders approve templates and handle clinical/operational exceptions.
Fits Large to enterprise Intended customer Infusion centers and oncology networks
Veradigm — Predictive Scheduler
Forecasts appointment demand and no-show risk, recommends slot openings/closures and prioritization, and supports schedule-template optimization using historical data.
What stays human Schedulers decide and execute template/capacity changes.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Health Note — Intelligent Intake and Clinical Prep
Collects structured patient histories before visits, drafts pre-visit summaries, and offers a multilingual voice agent that answers calls, schedules and captures refill/new-patient workflows.
What stays human Staff handle complex calls and clinicians validate summaries.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Healthtech-1 — Healthtech-1 Primary Care Automation
Automates eligibility, triage and booking administration for general practices, including form processing and repetitive EHR work.
What stays human Practice teams handle clinical triage decisions and exceptions.
Fits Small to large Intended customer UK NHS general practices
Mental Health Technologies — SmarTest AI
Automates behavioral-health screening selection, scoring and referral recommendations inside AdvancedMD workflows without separate administrative processes.
What stays human Clinicians review screening results and decide referrals/clinical action.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Sage Care — Sage Care Intake Automation
AI intake agents collect and structure prospect/referral information and support admissions workflows for home-care providers.
What stays human Intake staff handle clinical/service eligibility and exceptions.
Fits Small to large Intended customer Home care providers
Tonic Health — Tonic Digital Intake
Delivers mobile registration, consents, questionnaires, screening and payments and sends structured responses to clinical systems.
What stays human Staff build/approve forms and resolve incomplete or inconsistent submissions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Yosi Health — Digital Front Door and AI Voice Agent
Collects registration, insurance, history, consent and payments digitally; its 2025 voice agent handles phone/SMS/chat access tasks and writes structured information to integrated platforms.
What stays human Staff handle exceptions and verify high-risk or incomplete intake data.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Artera — Artera AI Agents and Flows
Uses SMS, web and voice workflows to authenticate patients, interpret appointment needs, schedule or route them, answer operational questions and run outbound care/access campaigns.
What stays human Staff govern content and handle clinical or unsupported requests.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Amigo AI — Clinical AI Agents
Patient-facing agents conduct longitudinal non-diagnostic conversations, collect information and support care-team workflows under provider-trained protocols.
What stays human Clinical teams train/govern agents and manage escalations and decisions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
CareSense — CareSense Patient Engagement
Automates procedure-specific education, reminders, check-ins and patient-reported data collection, escalating concerning responses to care teams.
What stays human Care teams review escalations and make decisions.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Curogram — Curogram Patient Engagement
Automates HIPAA-compliant texting, reminders, forms and two-way patient communications; newer materials market conversational AI but exact autonomous actions are not consistently documented.
What stays human Staff manage conversations, exceptions and clinical content.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Memora Health — Memora Patient Engagement (within Commure)
Automated conversational care programs send reminders, collect symptoms/forms, answer configured questions and escalate risk or unanswered needs to staff; now part of Commure.
What stays human Care teams review escalations and make clinical decisions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
ModMed — Klara / Patient Engagement
Specialty EHR-integrated messaging, forms, scheduling and automated retention workflows identify overdue, canceled, no-show and lapsed patients and contact them to rebook.
What stays human Staff respond to clinical conversations and manage campaign rules and exceptions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Orbita — Orbita Virtual Assistants
Enterprise conversational voice/chat assistants automate patient FAQs, intake and follow-up while routing clinical issues to staff.
What stays human Customer teams configure content and handle escalations.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Oracle Health — Patient Portal Generative AI
Patient-portal AI helps patients draft questions and communications and supports conversational access; public materials do not show broad autonomous inbox execution.
What stays human Patients compose/edit messages; clinicians and staff still read, triage and act.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Beacon Health — AI Employees for Primary Care
Agents operate directly in EHRs to identify patients needing preventive screening, perform outreach, coordinate referrals/prior authorization and support risk-adjustment work end to end.
What stays human Practice teams define protocols and handle clinical/escalated cases.
Fits Small to medium Intended customer Independent primary-care practices
BreviuM — Patient Reactivation
Identifies overdue/lost patients in practice data, prioritizes outreach and supports repeated reactivation to refill schedules.
What stays human Staff or service teams conduct/complete outreach and booking depending deployment.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Careforce — Careforce AI Outreach Workers
Identifies eligible patients, conducts multi-channel multilingual outreach by phone/text/email/mail and schedules screenings or onboarding appointments.
What stays human Care teams define cohorts and handle clinical exceptions or nonresponsive patients.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
DoctorConnect — ARIA and Automated Reactivation
Automatically identifies due/overdue patients, runs outreach and prompts rebooking; ARIA adds an AI phone receptionist for routine front-desk actions.
What stays human Staff configure campaigns and handle complex calls and clinical questions.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
mPulse — mPulse Engagement Platform
Uses segmentation and conversational outreach across SMS and digital channels to contact care-gap cohorts, prompt scheduling and adapt messaging based on response.
What stays human Teams define populations and campaigns and handle clinical/escalated responses.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Solutionreach — Automated Recall and Patient Engagement
Runs automated due/overdue recall, reminders and multi-channel patient outreach tied to practice schedules and patient lists.
What stays human Staff configure campaigns and handle responses/clinical questions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Azara Healthcare — DRVS Population Health
Identifies care gaps and overdue patients from EHR data, creates registries/worklists and supports outreach/recall workflows for community health and primary care.
What stays human Care teams select patients, perform outreach and close gaps unless paired with another engagement tool.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Patient Prism — Patient Prism Call Intelligence
Uses AI to analyze dental calls, identify unbooked opportunities and trigger rapid human follow-up to recover appointments.
What stays human Practice staff follow up and close leads.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
SocialClimb — Healthcare Growth Platform
Uses practice data to segment patients, automate outreach/reviews, attribute marketing and analyze patient/referral growth for healthcare groups.
What stays human Marketing/operations teams choose campaigns and manage relationships/content.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Liine — Liine Healthcare Call Analytics
Transcribes and scores inbound new-patient calls, attributes marketing sources, identifies missed booking opportunities and coaches call teams; it generally does not book autonomously.
What stays human Managers review insights and staff make/convert calls.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Wattson Health — Wattson Voice and SMS Agents
Voice/SMS agents coordinate prescription lifecycle and patient communications, with pharmacy-focused automation extending to scheduling and routine outreach.
What stays human Pharmacy/practice staff approve clinical decisions and handle exceptions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Prior Authorization, Referrals & Faxes · 47 products
Ascertain — Ascertain AI Agents / Touchless Prior Authorization
Executes referrals, eligibility checks, payer communications, documentation and care-coordination tasks across existing systems, with exceptions routed to case managers.
What stays human Case managers handle clinical judgment, complex payer cases and exceptions.
Fits Medium to enterprise Intended customer Health systems, payers and independent provider groups
Humata Health — Humata Prior Authorization Automation
Determines authorization needs, assembles clinical evidence, prepares and submits requests, tracks status and routes exceptions; payer-side collaboration can return decisions faster.
What stays human Staff handle clinical exceptions, payer escalation, denied cases and attestation.
Fits Medium to enterprise Intended customer Health systems, medical groups and payers
Mandolin — Specialty Therapy Access Automation
Automates benefit investigation, specialty-therapy enrollment and authorization work for infusion and specialty clinics.
What stays human Clinic staff handle clinical exceptions, appeals and patient communications.
Fits Small to large Intended customer Infusion centers and specialty clinics
Plenful — AI Intake and Prior Authorization Suite
Extracts referrals and clinical documents, creates authorization work, submits and tracks requests, and automates specialty-pharmacy or infusion back-office reconciliation.
What stays human Staff manage clinical exceptions, denials and unsupported documents.
Fits Medium to enterprise Intended customer Specialty pharmacies, infusion providers and specialty practices
Cohere Health — Cohere Unify / Prior Authorization
Runs payer utilization-management rules and gives providers a digital pathway to submit clinical evidence and receive automated or expedited decisions.
What stays human Provider staff submit unsupported cases and respond to clinical exceptions; payer clinicians review cases needing judgment.
Fits Small to enterprise Intended customer Health plans, providers using participating plans
CoverMyMeds — Electronic Prior Authorization
Determines pharmacy-benefit PA requirements, prepopulates electronic forms and routes submissions and decisions between prescribers, pharmacies and payers.
What stays human Prescribers and staff answer clinical questions, attest and manage denials.
Fits Small to enterprise Intended customer Practices, pharmacies, payers and EHR vendors
Develop Health — AI Prior Authorization
Checks benefits, extracts chart evidence, fills and submits medication authorization forms, follows status and prepares appeals through EHR and payer connections.
What stays human Staff review exceptions, sign clinical statements and handle denials or unsupported payers.
Fits Small to large Intended customer Practices, digital-health companies and medication-access programs
Latent — Medication Prior Authorization
Analyzes longitudinal EHR records to find supporting clinical evidence and prepare medication prior authorization submissions.
What stays human Clinicians or authorization staff validate evidence and manage exceptions.
Fits Large to enterprise Intended customer Large medical groups and health systems
QuickIntell — Prior Authorization and EOB-to-ERA
Claims to determine PA requirements, create and submit requests, track status and expiration, and separately convert EOB documents into structured ERA/835 files.
What stays human Staff validate extracted data, clinical submissions and payer exceptions.
Fits Small to large Intended customer Practices, providers and RCM teams
Rhyme — Rhyme Prior Authorization Network
Formerly PriorAuthNow; embeds prior authorization in provider workflows, automates requirement checks, submissions and status exchange with connected health plans.
What stays human Staff handle exceptions, missing evidence and payers outside electronic connectivity.
Fits Medium to enterprise Intended customer Provider organizations and health plans
RxLightning — Specialty Medication Enrollment
Digitizes enrollment for specialty therapies, collects data and documents, and coordinates benefit, PA and assistance steps.
What stays human Staff manage clinical exceptions, signatures, appeals and assistance-program details.
Fits Small to large Intended customer Specialty practices, pharmacies and life-sciences programs
SamaCare — SamaCare Medical-Benefit Prior Authorization
Centralizes medical-benefit benefit verification and prior authorization for specialty-administered therapies, including forms, submissions and tracking.
What stays human Practice staff provide missing clinical data, address denials and manage exceptions.
Fits Small to large Intended customer Specialty practices, infusion providers and life-sciences access programs
Silna Health — Silna Prior Authorization and Insurance Monitoring
Automates benefit and prior-auth operations and monitors insurance changes that can invalidate future care or claims.
What stays human Staff address plan changes, complex evidence and payer exceptions.
Fits Small to large Intended customer Practices and specialty-care organizations
Surescripts — Electronic Prior Authorization
Connects EHRs, prescribers, pharmacies and payers to determine medication PA requirements and exchange electronic questions, responses and decisions.
What stays human Clinical staff answer questions, attest and handle denials or unsupported plans.
Fits Small to enterprise Intended customer Practices, EHRs, pharmacies and payers
Tivara — Tivara Prior Authorization
Uses language models to prepare and submit prior authorizations for medical groups and track outcomes.
What stays human Staff handle missing clinical evidence, denials and payer exceptions.
Fits Small to large Intended customer Medical groups and practices
Trellis AI — Trellis Intake, Prior Authorization and Appeals
Extracts intake documents, prepares and tracks authorizations, and supports appeals for provider organizations.
What stays human Staff review extracted data, clinical submissions and appeals.
Fits Small to large Intended customer Practices and specialty-care organizations
Valer (Voluware) — Valer Prior Authorization Platform
Centralizes authorization requirements, submissions, status and communication across care settings; recent materials discuss agentic automation but public autonomous execution evidence is limited.
What stays human Authorization staff manage submissions, missing data, payer follow-up and appeals.
Fits Medium to enterprise Intended customer Health systems and specialty provider groups
Abridge — Abridge + Availity Real-Time Prior Authorization
Uses encounter conversation context to surface payer documentation requirements and is being integrated with Availity FHIR utilization-management services to support authorization review and submission during the visit.
What stays human Clinicians validate documentation and orders; staff or connected workflows complete exceptions and payer interactions.
Fits Large to enterprise Intended customer Health systems and large physician groups using Abridge and participating payers
ClaimGlide — ClaimGlide Prior Authorization Agent
Early-stage agent intended to perform prior authorization end to end for private practices, including form preparation, submission and follow-up.
What stays human Likely clinical sign-off and exception handling; exact model requires validation.
Fits Small to medium Intended customer Private medical practices
Insight Health — Clinical AI Agents / MagicDocs
Turns fax/email/upload referral packets into classified structured data, matches patients, flags missing items, creates EHR work and supports scheduling, authorization and documentation agents.
What stays human Staff review exceptions and perform clinical judgment.
Fits Small to large Intended customer Independent practices and multi-specialty groups
Tennr — Tennr Patient Orchestration
Receives faxes/portal orders, splits and classifies packets, extracts demographics/orders, detects missing items, creates or updates charts, follows up with senders/patients and drives scheduling.
What stays human Referral staff handle low-confidence documents, clinical acceptance and exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
AutomationEdge — Referral CareFlo AI
For home-health intake, extracts referral packets, checks service/eligibility criteria, enters data into the EMR and routes exceptions.
What stays human Intake clinicians/staff review eligibility/clinical exceptions.
Fits Medium to large Intended customer Home health and post-acute providers
Droidal — Patient Referral Intake AI Agent
Agent logs into referral portals, downloads records, extracts data, validates/creates patient profiles and sends confirmation messages.
What stays human Staff handle extraction exceptions and clinical acceptance.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
HealOS — Referral and Fax AI Agents
A set of agents reads and classifies faxes, extracts referral information, creates EHR tasks/records and supports patient scheduling and follow-up.
What stays human Practice teams handle low-confidence documents, clinical decisions and exceptions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Janus Health — AccessIQ Referral Management
Receives faxed consult/imaging referrals, extracts and classifies printed or handwritten content, prevents duplicate orders and creates orders in Epic automatically or with human review.
What stays human Staff review low-confidence orders and clinical routing; configurable human-in-loop mode.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Parakeet Health — Referral Management and AI Contact Center
Ingests faxed referrals, extracts data, creates EHR work and uses voice/contact-center agents to reach patients, schedule and follow up.
What stays human Staff handle exceptions and clinical acceptance.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
SentraFlo — SentraFlo Referral Automation
Receives referrals, extracts patient/demographic/diagnosis/insurance fields, validates required data and creates structured work in an EMR.
What stays human Referral staff review exceptions and complete clinical acceptance/scheduling.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Synthpop — Patient Journey AI Agents
Agents ingest referral/order documents, extract structured fields, check completeness/treatment eligibility, coordinate payer/patient communications and move cases through existing systems.
What stays human Staff handle low-confidence extraction, clinical eligibility and exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
UiPath — Agentic Referral Management
Combines document extraction, agents and RPA to classify referral packets, create patient records, check eligibility, request missing information and route exceptions across portals/EHRs.
What stays human Customer automation team designs controls and staff handle exceptions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Switchboard, MD — Referral and Contact Center Platform
Classifies referrals/calls/voicemails/faxes/messages, creates or updates patients in athenahealth, routes work, and uses AI voice/SMS to schedule and track conversion.
What stays human Staff handle exceptions, clinical routing and relationship management.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Alluvium Health — Blockit
Provides provider-directory, availability and referral scheduling infrastructure to route patients into bookable slots and track referral completion; Blockit appears to have been rebranded under Alluvium Health.
What stays human Staff maintain directory/capacity rules and manage exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
LeadingReach — LeadingReach Referral Network
Routes and tracks referrals across a connected provider network, updates senders, manages patient outreach and analyzes referral conversion/leakage; current materials reference AI-enabled automation.
What stays human Staff manage relationships, exceptions and scheduling.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Linear Health — Linear Patient Access Automation
Coordinates referrals, outreach, scheduling, prior authorization and care-gap work across connected systems, with agents taking repetitive steps and escalating exceptions.
What stays human Staff manage exceptions and clinical decisions.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Notable — Notable AI Platform - Referral Management
Ingests faxed referral packets, extracts patient/order data, creates structured work, performs outreach and drives scheduling and closed-loop completion.
What stays human Staff review low-confidence documents and complex referrals.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
NuvemRx — par8o Referral Capture
Tracks and captures referrals, particularly for 340B programs, after NuvemRx acquired par8o from R1 RCM in February 2026.
What stays human Program staff manage relationships, eligibility and exceptions.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
ReferWell — ReferWell Navigation and Scheduling
Uses matching and real-time scheduling to route patients to appropriate providers and combines automation with human navigators for closed-loop completion.
What stays human Human navigators and provider staff handle exceptions and complex choices.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Treatspace — Referral Management Platform
Creates digital closed-loop referrals, tracks status, communicates with sending practices/patients and supports appointment conversion and consult-return workflows.
What stays human Referral coordinators manage exceptions, relationships and clinical routing.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Valerie Health — Valerie Referral Automation
Ingests referrals and documents, structures data, finds missing information, creates scheduling work and tracks referral conversion for independent specialty groups.
What stays human Practice staff approve complex/clinical referrals and exceptions.
Fits Medium to large Intended customer Independent specialty physician groups
Medsender — Medsender AI Fax, Referral and Phone Automation
Reads/classifies inbound faxes, matches or creates patients, routes documents, starts referral workflows, schedules and sends outbound fax/phone follow-up; routine cases can run to exceptions.
What stays human Staff review low-confidence matches and complex referrals/calls.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Consensus Cloud Solutions — eFax Clarity
Applies NLP/AI to inbound faxes to recognize document type, extract structured fields and route or populate downstream EHR workflows.
What stays human Teams validate low-confidence output and finish exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
eClinicalWorks — Image AI Assistant
Classifies incoming faxes, predicts the matching patient and document type, routes the image and asks staff to review/approve attachment in eClinicalWorks.
What stays human Staff review and approve the suggested patient/document match.
Fits Small to large Intended customer eClinicalWorks practices
ETHERFAX — AI Insights / Intelligent Fax
Cloud fax plus AI document recognition extracts and routes referral/intake information; acquired Weave Cloud Solutions technology is incorporated into the platform.
What stays human Staff handle exceptions and final clinical/workflow action.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
PracticeEHR — AI Fax Assistant
Sorts inbound faxes, extracts data, predicts patient/document matches and queues them for staff review and chart attachment.
What stays human Staff review and approve matches and downstream actions.
Fits Small to medium Intended customer Independent practices using PracticeEHR
ReferralMD — SmartFax AI
Splits multi-document fax packets, rotates/cleans images, classifies document and sender/patient type, extracts fields and routes referrals into managed work queues.
What stays human Staff validate low-confidence extraction and manage scheduling/clinical acceptance.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
314e Corporation — Dexit
Ingests fax/scan/email/API documents, classifies 150+ document types, extracts patient/payer/diagnosis data, routes work and writes structured data to the EHR; low-confidence cases go to review.
What stays human Staff review low-confidence documents and clinical exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
ABBYY — Vantage Healthcare IDP
General-purpose IDP configured for healthcare captures registration forms, insurance cards and clinical documents and maps extracted data into EHR workflows.
What stays human Customer/integrator builds workflows and validates exceptions.
Fits Large to enterprise Intended customer Health systems, vendors and large groups
Proficient Health — AI Automated Document Processing
Uses AI/NLP to extract and classify incoming referrals, orders, labs and other clinical documents and creates structured workflow data.
What stays human Staff review extraction exceptions and complete scheduling/clinical workflows.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Visit Notes & Chart Preparation · 60 products
Abridge
Captures clinician-patient conversations and drafts structured notes inside the EHR; its enterprise platform also surfaces visit context and supports coding-oriented documentation workflows.
What stays human Clinician reviews, edits when necessary, verifies accuracy, and signs; organizations govern templates and rollout.
Fits Medium to enterprise Intended customer Physician groups, ambulatory systems, hospitals
Ambience Healthcare — Ambience AI Operating System
Creates specialty-aware notes from visits and supports coding, patient instructions, and other EHR-embedded clinical workflows.
What stays human Clinician verifies and signs; staff manages exceptions, configuration, and implementation.
Fits Large to enterprise Intended customer Health systems and large multispecialty groups
Commure — Commure Ambient AI
Provides ambient documentation alongside a broader automation/RCM platform; incorporates Augmedix technology and service operations acquired in 2024.
What stays human Clinicians review/sign notes; billing and operations teams handle exceptions and oversee agents.
Fits Large to enterprise Intended customer Health systems, large groups, RCM organizations
Eleos Health — Eleos Documentation
Captures behavioral-health sessions, drafts structured progress notes and surfaces treatment/quality insights inside behavioral-health workflows.
What stays human Clinician validates note, adds judgment and signs; supervisors review care and quality insights.
Fits Medium to enterprise Intended customer Behavioral-health organizations and group practices
Nabla — Nabla Copilot
Drafts structured notes from visits, supports dictation and coding, and embeds in EHRs; it also powers white-labeled ambient products such as NextGen Ambient Assist.
What stays human Clinician verifies and signs; staff handles integration and templates.
Fits Small to enterprise Intended customer Independent practices, physician groups, health systems, EHR vendors
AdvancedMD — AdvancedMD AI Clinical Assistant
2026 native assistant that drafts ambient notes, generates pre-visit summaries and extracts action items inside AdvancedMD workflows.
What stays human Clinician reviews/signs and confirms action items.
Fits Solo to medium Intended customer Independent ambulatory practices
Athelas — Athelas Ambient AI
Generates ambient notes and coding suggestions and links intake, pre-visit context, summaries and care nudges in the Athelas/Commure ecosystem.
What stays human Clinician confirms notes/codes; practice manages exceptions and workflow adoption.
Fits Small to large Intended customer Independent specialty groups and physician organizations
athenahealth — athenaOne Ambient Notes
Embedded ambient documentation in athenaOne mobile/clinical workflow, while athena also distributes third-party partners such as Abridge, Suki and iScribe.
What stays human Clinician reviews/signs; practice enables/configures the feature.
Fits Small to enterprise Intended customer Ambulatory practices and physician groups
AvodahMed — AvodahMed AI Clinical Assistant
Organizes pre-visit context, creates real-time structured notes, then sends content to the EHR with one click while applying supported codes, tasks, referrals, labs and orders.
What stays human Clinician verifies documentation, codes and orders and approves EHR actions.
Fits Small to large Intended customer Independent practices and physician groups
Blueprint — Blueprint AI Documentation
Creates therapy documentation and treatment-support outputs from session data and integrates with behavioral-health care platforms.
What stays human Therapist validates/signs; organization manages templates and consent.
Fits All sizes Intended customer Therapists, behavioral-health groups and platforms
CareBeam — CareBeam Clinical Automation Platform
Creates ambient documentation, performs chart audits and coding support, and markets a documentation-to-revenue workflow connecting visit evidence to billing/compliance checks.
What stays human Clinician reviews documentation; coders/billers resolve findings and execute exceptions.
Fits All sizes Intended customer Solo practices, specialty groups and health systems
CarePilot — CarePilot Clinical Action System
For athenaOne practices, drafts notes, ICD-10/CPT codes and orders, clears supported inbox work, and writes structured outputs back for signature.
What stays human Clinician reviews/signs notes, codes and orders and handles exceptions.
Fits Small to medium Intended customer athenaOne and supported DrChrono practices
Corti — Corti Assistant
Embeddable assistant that listens to encounters, creates documentation, surfaces guidance and can support coding/quality workflows via APIs and apps.
What stays human Clinician verifies notes and actions; customer implements workflow and handles exceptions.
Fits Medium to enterprise Intended customer Healthcare software vendors, provider groups and health systems
DeepScribe
Creates ambient notes with configurable specialty workflows and coding support, including products tailored for oncology, urology, gastroenterology and other specialties.
What stays human Clinician reviews/signs and staff configures templates and integration.
Fits Medium to enterprise Intended customer Specialty practices, groups and health systems
DrChrono — EverHealth Scribe and DrChrono AI Suite
Native AI suite for documentation and selected billing/patient-engagement tasks; EverHealth Scribe was added to the EHR in 2026.
What stays human Clinicians and staff review outputs and execute exceptions.
Fits Solo to medium Intended customer Independent practices
Epic Systems — Art (Epic AI Charting)
Built-in Epic ambient charting and clinical assistance that drafts documentation and connects to Epic workflows.
What stays human Clinician verifies/signs; Epic customer configures governance and rollout.
Fits Large to enterprise Intended customer Health systems and large groups using Epic
Freed — Freed AI Medical Scribe
Records visits and produces editable notes, summaries and coding support, with a self-serve offering designed for individual clinicians and smaller groups.
What stays human Clinician verifies, edits and signs; may need to copy or sync output depending on integration.
Fits Solo to medium Intended customer Independent clinicians and physician groups
Greenway Health — Greenway Clinical Assist
Ambient documentation, patient summary/search and HCC coding assistance embedded in Greenway workflows; launched with Nabla technology.
What stays human Clinician reviews/signs; coders validate HCC suggestions.
Fits Small to large Intended customer Ambulatory practices using Greenway
Heidi Health — Heidi AI Medical Scribe
Produces visit notes, letters and other clinical documents from ambient conversations with a freemium/self-serve path and enterprise controls.
What stays human Clinician checks clinical accuracy and signs; teams configure templates and EHR workflow.
Fits All sizes Intended customer Individual clinicians, outpatient groups and health systems
Hippo Scribe
YC-listed physical-therapy scribe that drafts PT notes and syncs them into the EHR.
What stays human Therapist verifies/signs.
Fits Solo to small Intended customer Physical-therapy practices
iScribeHealth — iScribe AI
Mobile and ambient documentation tools that produce notes and connect into supported EHR workflows.
What stays human Clinician validates/signs; practice completes integration and exceptions.
Fits Small to enterprise Intended customer Ambulatory practices and health systems
Marvix AI — Marvix AI Medical Assistant
Combines patient-history summarization, ambient notes, ICD-10/CPT/E&M suggestions and post-visit documents, with templates marketed across more than 135 specialties.
What stays human Clinicians confirm history, notes, codes and inferred text; staff handles integration issues.
Fits Solo to medium Intended customer Specialty practices and groups
Microsoft — Dragon Copilot
Combines Nuance ambient listening, dictation, note drafting, chart-grounded assistance, and workflow actions for clinicians.
What stays human Clinician reviews/signs documentation and confirms clinical actions; health system configures EHR access and governance.
Fits Large to enterprise Intended customer Hospitals, large physician groups, health systems
ModMed — ModMed Scribe 2.0
Specialty-aware ambient documentation embedded in ModMed's EHR, with structured chart placement; separate 2026 roadmap adds agentic RCM workflows.
What stays human Clinician reviews/signs; billing team handles exceptions and validates agentic RCM outputs.
Fits Small to large Intended customer Independent specialty practices and groups
Nextech — Cora Scribe
Specialty-native ambient scribe that places structured content into Nextech charts, with explicit ophthalmology positioning.
What stays human Clinician verifies and signs; practice configures templates.
Fits Small to large Intended customer Independent specialty practices
NextGen Healthcare — NextGen Ambient Assist
Ambient note generation embedded in NextGen workflows and powered by Nabla technology.
What stays human Clinician validates/signs; practice configures mobile/EHR workflow.
Fits Small to large Intended customer Ambulatory practices using NextGen
Oracle Health — Oracle Health Clinical AI Agent
EHR-embedded agent that captures visits, drafts notes, summarizes chart information and assists supported clinical workflow actions across Oracle Health's next-generation ambulatory EHR.
What stays human Clinician reviews/signs and approves clinical actions; organization implements new EHR capabilities.
Fits Medium to enterprise Intended customer Ambulatory groups and health systems using Oracle Health
Suki — Suki Assistant
Generates ambient notes, answers chart questions, supports pre-charting and coding, and stages supported orders for clinician approval inside EHR workflows.
What stays human Clinician reviews/signs notes and approves staged orders; organization manages integration and safety controls.
Fits Medium to enterprise Intended customer Physician groups and health systems
Sunoh.ai — Sunoh.ai Medical AI Scribe
Ambient scribe closely integrated with eClinicalWorks that drafts notes and visit content for clinician review.
What stays human Clinician reviews/signs; practice configures templates and consent.
Fits Small to large Intended customer eClinicalWorks ambulatory practices and groups
Tali AI — Tali AI Assistant
Voice assistant that drafts ambient notes and supports dictation, billing codes, forms, letters and task-oriented clinical workflows.
What stays human Clinician verifies and signs; staff may complete unsupported EHR actions.
Fits Solo to medium Intended customer Independent clinicians and groups
Tandem Health — Tandem AI Scribe
Ambient scribe and clinician copilot that creates draft notes for review, with deployments focused on European healthcare and NHS-connected settings.
What stays human Clinician reviews/signs; organization manages consent and integration.
Fits Small to enterprise Intended customer European clinics and health systems
Tebra — Tebra AI Note Assist
Generates office-visit note drafts within Tebra Clinical for independent practices.
What stays human Clinician verifies and signs.
Fits Solo to medium Intended customer Independent practices
Twofold Health — Twofold AI Scribe
Self-serve ambient documentation tool used by mental-health and other clinicians to create editable structured notes.
What stays human Clinician verifies and signs.
Fits Solo to small Intended customer Independent clinicians and small groups
Upheal — Upheal AI Notes
Records or processes therapy sessions to produce progress notes, treatment plans and session insights tailored to behavioral health.
What stays human Therapist verifies, edits and signs; manages patient consent.
Fits Solo to medium Intended customer Independent therapists and behavioral-health groups
Yung Sidekick
Behavioral-health AI assistant that creates therapy notes and summaries and supports treatment-plan documentation.
What stays human Therapist verifies output and handles consent and EHR entry/integration.
Fits Solo to small Intended customer Independent therapists and group practices
SimplePractice — AI Note Taker
Native note-drafting assistant within SimplePractice for therapy and allied-health practices.
What stays human Clinician reviews and signs; staff runs the rest of the workflow.
Fits Solo to small Intended customer Independent therapy and allied-health practices
TherapyNotes — TherapyFuel
AI documentation add-on within a behavioral-health EHR that helps draft progress notes and related clinical content.
What stays human Therapist supplies context, reviews and signs.
Fits Solo to medium Intended customer Behavioral-health practices
Layer Health — Layer Chart Review
Applies large language models to chart review and data abstraction for research, quality and registry workflows; outpatient fit is possible but often enterprise.
What stays human Clinical abstractors validate outputs and handle complex cases.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Navina — Navina Clinician Copilot
Aggregates EHR, claims and HIE data into a concise pre-visit patient portrait, surfaces diagnosis/HCC opportunities and audit-ready evidence, and adds ambient documentation.
What stays human Clinician validates diagnoses and evidence; staff manages data quality and exceptions.
Fits Medium to enterprise Intended customer Value-based primary care groups, MSOs and health systems
Abstractive Health — Chart Q&A and Summarization
Uses retrieval-augmented generation to answer questions across a longitudinal chart and generate source-grounded summaries.
What stays human Clinicians validate and take all action.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Ambience Healthcare — Patient Recap
Nightly synthesizes up to 18 months of chart data, including outside records, into a concise longitudinal patient recap before visits.
What stays human Clinicians review and use the summary; no autonomous operational action is documented.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
athenahealth — Sage Chart Assistant
EHR-native chat assistant summarizes charts and answers clinician questions about patient history with linked data context.
What stays human Clinicians validate summaries and complete all actions.
Fits Small to large Intended customer athenaOne practices
DeepScribe — SmartPrep
Generates oncology pre-visit summaries from longitudinal chart data and surfaces treatment history before visits.
What stays human Clinicians validate summaries and decide what matters for care.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
eClinicalWorks — AI Medical Record Search / Chart Summary
EHR-native AI searches and summarizes patient-chart information for ambulatory clinicians; exact availability and autonomous actions vary by release.
What stays human Clinicians verify results and perform actions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Evidently — AI Chart Summarization
Summarizes structured, unstructured and scanned chart content and embeds the result in the EHR for pre-visit review.
What stays human Clinicians validate and act on summaries.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Regard — Regard Clinical Insights Platform
Reviews the chart to surface potential diagnoses and evidence, helping clinicians document conditions and coding teams reduce missed or unsupported diagnoses.
What stays human Clinician accepts/rejects findings and documents; coders audit and manage queries.
Fits Large to enterprise Intended customer Hospitals and large provider organizations
VeloNote — VeloNote Chart Summary
Users upload records for AI summarization and then manually copy or use output; public page does not demonstrate deep EHR integration.
What stays human Staff upload documents, validate output and move information into the EHR.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
HealthMark Group — Release of Information
Managed release-of-information service receives, validates, retrieves and fulfills record requests on behalf of practices, using workflow automation but limited public AI detail.
What stays human HealthMark specialists and practice staff handle exceptions and legal/clinical questions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Brighterway — Brighterway Medical Record Review
Deduplicates, indexes and summarizes large workers' compensation medical-record files for medical and administrative review.
What stays human Clinician/administrator verifies record completeness, relevance and conclusions.
Fits Small to medium Intended customer Workers' compensation clinicians, IME/QME practices and legal-medical teams
ChartRequest — ChartRequest Release of Information
Receives, tracks and fulfills record requests for practices through a managed software/service workflow integrated with practice systems.
What stays human Vendor/practice staff validate requests and release scope.
Fits Small to medium Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Datavant — Record Request Automation / Ciox
Automates medical-record request intake, retrieval, matching and exchange within the Datavant network; Ciox technology/services are now part of Datavant and should not be double-counted.
What stays human HIM staff manage consent, legal exceptions and quality review.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Docura Health
Drafts workers' compensation/med-legal reports from large medical-record sets.
What stays human Medical expert reviews record evidence and signs report.
Fits Solo to small Intended customer Workers' compensation and med-legal practices
InQuery — InQuery Medical Record Review
Indexes and summarizes medical records for expert review and med-legal workflows.
What stays human Medical expert validates evidence and conclusions.
Fits Small to medium Intended customer IME/QME, expert-review and med-legal practices
MRO — Release of Information / Collaborative Intelligence
Automates request intake/logging, record retrieval support, PHI/sensitive-content detection, quality checks and secure fulfillment while specialists handle exceptions and compliance.
What stays human ROI specialists validate authorization, sensitive information and exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
ScanSTAT Technologies — Release of Information
Managed medical-record request and release service centralizes intake, retrieval and delivery; current public materials show automation but not differentiated AI.
What stays human Vendor specialists and practice staff handle authorization and exceptions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Verisma — AI Solution Suite for Health Information
Uses AI for request intake, RPA for chart retrieval, automated sensitive-content flagging and human-reviewed release-of-information fulfillment.
What stays human Credentialed HIM staff review sensitive records, legal validity and exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Affineon Health — Affineon Inbox
Triages inbox work, auto-closes eligible routine lab results, consolidates refill requests, drafts actions/responses and routes exceptions inside connected EHR workflows.
What stays human Clinicians review clinical decisions and exceptions; administrators monitor routing.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Droxi — Droxi AI Inbox
Groups and summarizes clinical inbox items, automatically closes eligible routine lab results, consolidates refill requests and highlights needed actions.
What stays human Clinicians approve refills and handle abnormal or ambiguous clinical items.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
WELL Health Technologies — WELL AI Inbox Admin
Classifies incoming clinic faxes/documents, flags urgency, summarizes content and routes work to the appropriate queue for review.
What stays human Clinic staff confirm patient matching, urgency and downstream action.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Epic Systems — Art AI for In Basket
Summarizes charts and drafts replies to patient messages for clinician review inside Epic; it does not generally send clinical replies autonomously.
What stays human Clinicians review, edit and send drafts and remain responsible for decisions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Medical Coding & Charge Capture · 14 products
Arintra — Arintra Revenue Assurance Platform
Automates coding for supported encounters, flags missing documentation and denial risk, and helps prepare denial appeals.
What stays human Staff handle exceptions, sign off on clinical or coding changes, and pursue complex appeals.
Fits Medium to enterprise Intended customer Medical groups, health systems, RCM organizations
CodaMetrix — CodaMetrix AI Platform
Reads clinical documentation and assigns codes for supported specialties; routine encounters can move directly to billing while low-confidence cases go to coders.
What stays human Coders review exceptions, audit output, maintain payer and specialty rules, and handle unsupported encounters.
Fits Large to enterprise Intended customer Physician groups, academic medical groups, health systems, RCM teams
Fathom — Fathom Autonomous Coding
Generates ICD and CPT codes from clinical notes and routes supported encounters directly to billing, with exceptions sent for human review.
What stays human Coders handle exceptions, audits, unsupported specialties, and policy changes.
Fits Medium to enterprise Intended customer Physician groups, hospitals, medical billing companies
Maverick Medical AI — mCoder
Generates billing codes from radiology and surgical documentation, returning high-confidence encounters for direct billing and exceptions for review.
What stays human Coders review exceptions and perform compliance audits.
Fits Medium to large Intended customer Radiology groups, imaging centers, surgical groups, billing companies
Nym — Nym Coding Engine
Interprets clinical narrative and applies coding rules to produce explainable billing codes; routine supported encounters can be automated.
What stays human Coding teams validate exceptions and audit compliance.
Fits Large to enterprise Intended customer Health systems, medical groups, RCM teams
AGS Health — AI-Powered Coding Automation
Combines coding algorithms and automation with offshore/onshore coding services; automation handles supported routine cases while human coders cover exceptions and quality checks.
What stays human AGS coders and customer teams perform substantial review and exception work.
Fits Large to enterprise Intended customer Health systems, physician groups, RCM leaders
aiHealth — aiH.Automate
Processes structured and unstructured clinical documentation, codes routine encounters, and sends qualifying cases directly to billing while routing exceptions.
What stays human Coders resolve exceptions and audit automation.
Fits Medium to large Intended customer Ambulatory groups, health systems, billing organizations
Milagro — Milagro Autonomous Coding
Codes surgical and procedural encounters and can move high-confidence cases directly to billing.
What stays human Coders review remaining cases and audit output.
Fits Medium to large Intended customer Surgical groups, ASCs, health systems
Procode AI — Procode / Procollect
Translates operative notes into CPT and ICD codes, submits charges through EHR workflows, and pairs the software with acquired specialty billing operations.
What stays human Coders review uncertain or complex procedures; billing staff work claim and payer exceptions.
Fits Small to large Intended customer Private-practice surgeons, dermatology and plastic-surgery groups, ASCs
RapidClaims — RapidCode
Extracts codes from notes, evaluates documentation sufficiency, applies payer and coding edits, and can prepare claims for submission.
What stays human Coders and billers review exceptions, approve changes, and monitor payer-rule drift.
Fits Medium to enterprise Intended customer Physician groups, hospitals, RCM companies
XpertDox — XpertCoding
Uses clinical text and coding logic to assign ICD, CPT and related codes, with API, HL7, FHIR or RPA integration into billing systems.
What stays human Coders handle low-confidence cases, audits, and specialty or payer exceptions.
Fits Small to large Intended customer Practices, physician groups, hospitals, RCM companies
Dolbey — Fusion CAC
Computer-assisted coding analyzes documentation and suggests codes and evidence to human coders; it does not publicly demonstrate broad direct-to-bill autonomy.
What stays human Human coders select and validate codes for most encounters.
Fits Large to enterprise Intended customer Hospitals, health systems, coding departments
MDaudit — MDaudit Revenue Integrity
Analyzes billing and coding data to flag compliance, charge and denial patterns; staff investigate and act on findings.
What stays human Audit, coding and revenue-integrity staff investigate and remediate findings.
Fits Medium to enterprise Intended customer Health systems, physician groups, RCM and compliance teams
SmarterDx — SmarterPrebill and SmarterCharges
Reviews full charts for missed diagnoses, procedures and charge opportunities before billing; detected opportunities are presented to revenue-integrity staff for validation.
What stays human Clinical documentation and coding specialists validate each opportunity and update the record or claim.
Fits Large to enterprise Intended customer Health systems and large physician enterprises
Eligibility, Claims & Patient Billing · 16 products
Health Harbor — Insurance Call Automation
Calls insurers to obtain benefit details that are unavailable or unreliable through electronic eligibility and returns structured results.
What stays human Staff resolve failed calls, ambiguous answers and benefit interpretation.
Fits Small to medium Intended customer Practices and RCM teams
Nirvana — OneVerify
Verifies behavioral-health benefits and estimates patient cost, returning normalized plan details to provider workflows.
What stays human Staff confirm unclear benefits and handle payer exceptions.
Fits Small to large Intended customer Behavioral-health practices and digital mental-health providers
pVerify — Eligibility and Benefits Verification
Runs real-time and batch eligibility checks, returns benefit details, and exposes API or portal workflows for service-specific verification.
What stays human Staff investigate ambiguous payer responses and service-specific limitations.
Fits Small to large Intended customer Practices, billing companies, digital health and software vendors
Sohar Health — Sohar Eligibility, Discovery and Estimates
Automates eligibility and benefit checks, searches for missing coverage, determines network status and supports cost estimates through an API and operations layer.
What stays human Staff handle unresolved plans, ambiguous benefit language and exceptions.
Fits Small to large Intended customer Behavioral health, digital health, practices and RCM software
Stedi — Eligibility Checks and Insurance Discovery
Provides APIs for real-time eligibility and insurance discovery, allowing software and provider workflows to query payers and normalize responses.
What stays human Staff or connected software resolve incomplete, inaccurate or ambiguous payer data.
Fits Small to large Intended customer Healthcare software companies, billing teams, practices and payers
tevixMD — AI Patient Demographics and Eligibility
Extracts patient demographic and insurance information and checks eligibility to reduce registration and billing errors.
What stays human Front-desk staff correct low-confidence fields and investigate eligibility exceptions.
Fits Small to medium Intended customer Medical practices and ambulatory groups
Experian Health — Coverage Discovery and Patient Access
Searches for active and secondary coverage using demographic and proprietary data, verifies eligibility, and supports estimates and collections.
What stays human Staff validate matches, correct demographics and submit or rebill claims.
Fits Medium to enterprise Intended customer Hospitals, physician groups and revenue-cycle teams
Pledge Health — Pledge Revenue Cycle Browser Assistant
Browser assistant works across payer portals for eligibility, authorization and claim status, while patient-facing tools estimate responsibility and collect balances.
What stays human Staff resolve exceptions, approve estimates and handle disputed balances.
Fits Small to large Intended customer Practices and physician groups
Availity — Predictive Editing and Intelligent Utilization Management
Operates payer-provider transactions and adds predictive claim edits plus electronic prior-authorization workflows; its network returns eligibility, claim and authorization information.
What stays human Provider staff correct claims, supply missing clinical material and handle nonparticipating payers or exceptions.
Fits Small to enterprise Intended customer Practices, health systems, payers, RCM vendors, EHRs
Waystar — Claim Manager, Denial & Appeal Management, Authorization Manager and Coverage Detection
Runs claims through edits, transmits them, prioritizes denials, generates appeal packages, detects additional coverage, manages authorizations, and converts paper remits to electronic workflows.
What stays human Staff configure edits, validate appeal facts, resolve payer exceptions, and oversee recovery worklists.
Fits Small to enterprise Intended customer Practices, physician groups, hospitals, RCM companies
Nanonets Health — AI Payment Posting and A/R Automation
Reads paper and electronic remits, maps adjustments and payments to accounts, posts routine transactions, and routes unmatched items to an exception queue.
What stays human Posting staff resolve unmatched accounts, ambiguous adjustments and quality-control samples.
Fits Medium to enterprise Intended customer RCM companies, physician groups and health systems
Rivia Health — Patient Payment Platform
Automates tailored text and email outreach, self-service payments and payment plans, and provides a bilingual AI voice agent for billing calls.
What stays human Staff handle difficult billing questions, disputes and financial-assistance decisions.
Fits Small to large Intended customer Specialty practices, urgent care and ambulatory groups
Cedar — Cedar Pay and Kora
Provides digital billing, estimates, self-service payment and support; Kora uses agents for outbound and inbound patient financial conversations.
What stays human Patient financial services staff handle exceptions, disputes and assistance decisions.
Fits Large to enterprise Intended customer Health systems and large physician groups
Collectly — Collectly Patient Financial Engagement
Automates text, email and portal-free outreach for patient balances, supports payment plans and answers billing questions; Pledge adds payer-portal and estimate capabilities.
What stays human Staff handle disputes, hardship decisions and nonresponders.
Fits Small to large Intended customer Practices, physician groups and health systems
Inbox Health — Patient Billing Communications and AI Assistant
Automates personalized statements and reminders, provides payment options, and uses an AI assistant to answer common patient billing questions and route harder cases.
What stays human Billing teams answer escalated questions, resolve account issues and set policies.
Fits Small to medium Intended customer Independent practices and medical billing companies
PayZen — AI-Powered Patient Financing
Uses risk models to offer and service patient payment plans, paying providers upfront while patients repay over time.
What stays human Staff explain financing, handle disputes and coordinate charity or other assistance.
Fits Medium to enterprise Intended customer Health systems and physician groups
Denials, A/R & Underpayments · 20 products
Anomaly — Anomaly Revenue Cycle Intelligence
Models payer behavior and claim history to predict denials and identify claim edits or payer-specific risk before submission.
What stays human Billers decide and apply corrections and investigate anomalies.
Fits Medium to enterprise Intended customer Provider groups, health systems, clearinghouses and RCM platforms
Sift Healthcare — RevProtect
Predicts claims at risk, identifies likely root causes, and prioritizes accounts for intervention; separate products support payment propensity.
What stays human RCM staff act on predictions and perform appeals or claim corrections.
Fits Large to enterprise Intended customer Health systems, physician enterprises, RCM teams
Tebra — AI Billing Assistant
Surfaces billing risks and suggested fixes inside Tebra workflows before claims are sent; public evidence supports assistance more than autonomous correction.
What stays human Billers inspect alerts, correct claims and submit them.
Fits Small to medium Intended customer Independent practices and billing companies
VerdureRCM
Athena-integrated overlay focused on reducing claim rejections and denials at three points in the RCM workflow; detailed actions are not fully public.
What stays human Billers likely review alerts and execute corrections.
Fits Small to medium Intended customer athenahealth practices and billing teams
Authsnap — Clinical AI Appeals
Reads denial and clinical material, drafts medical-necessity appeal packages and moves them through a nurse-reviewed workflow.
What stays human Nurses or billing staff validate clinical facts and submit or oversee appeals.
Fits Medium to large Intended customer Hospitals, physician groups and billing teams
CombineHealth — Adam, Rachel, Amy and Taylor AI Agents
Adam classifies and prioritizes denials and can navigate portals or calls; Rachel drafts and manages appeals; Amy assists coding; Taylor provides analytics.
What stays human Billers review appeals, resolve clinical or payer exceptions, and supervise agents.
Fits Medium to large Intended customer Providers, RCM companies, billing teams
Epic Systems — Penny for Revenue Cycle and Operations
Drafts denial appeal letters with supporting clinical documentation, summarizes payer rules, creates reporting queries, and supports AI-assisted authorization inside Epic.
What stays human Staff validate appeals, clinical evidence and authorization responses and handle payer exceptions.
Fits Large to enterprise Intended customer Epic health systems and affiliated ambulatory groups
Joyful Health — Denial Intelligence and Recovery Infrastructure
Reconstructs claim-to-payment timelines, identifies high-value unpaid or denied claims, investigates failure points, and hands identified cases to expert billers for appeal and recovery.
What stays human Joyful specialists execute many recovery actions; customer teams provide records and decisions.
Fits Medium to large Intended customer Insurance-driven provider organizations and RCM teams
Janus Health — Teleport and Claim Intelligence
Automates claim-status retrieval across payer portals and uses analytics to prioritize and diagnose stuck or denied claims.
What stays human Staff resolve exceptions, submit corrections or appeals, and handle payers without supported digital paths.
Fits Medium to enterprise Intended customer Provider RCM teams, health systems, physician groups, RCM vendors
Operator Labs — Payer Voice Agents
Voice agents call insurers for claim status, benefits and related follow-up and return structured results to RCM work queues.
What stays human Staff handle escalations, ambiguous responses and substantive claim corrections.
Fits Medium to large Intended customer RCM teams, billing companies and provider groups
OSP Labs — AI Revenue Cycle Automation
Offers custom or productized automation for claim edits, payer IVR and portal status checking, and denial work queues.
What stays human Customer RCM staff manage configuration, exceptions and follow-up actions.
Fits Medium to large Intended customer Provider organizations and RCM companies
VoiceCare AI — Joy RCM AI Agent
Talks with payers and patients, traverses IVRs and portals, sends fax or API messages, and writes results into EHR or billing systems for intake, benefits, authorization and claim follow-up.
What stays human Staff handle escalations, disputed clinical facts and unsupported payer paths.
Fits Medium to enterprise Intended customer Practices, physician groups, RCM teams and health systems
Aspirion — AI-Powered Contract Modeling
Models complex payer agreements and compares expected with actual reimbursement to identify recovery opportunities, paired with specialist recovery services.
What stays human Aspirion specialists and customer teams validate and recover claims.
Fits Large to enterprise Intended customer Health systems and large provider organizations
Clearest Health — Out-of-Network Underpayment Recovery
Finds underpaid out-of-network claims, benchmarks payment against No Surprises Act data, assembles audit-ready disputes and supports Independent Dispute Resolution filing.
What stays human Specialists validate cases, file IDR and manage disputes.
Fits Small to large Intended customer Out-of-network practices and RCM teams
MD Clarity — RevFind and PayerMonitor
Ingests contracts and remits, calculates expected reimbursement at charge level, flags variances, routes recovery work, models contract proposals, and extracts terms and deadlines from agreements.
What stays human RCM teams validate contract logic, contact payers, appeal variances and negotiate.
Fits Medium to enterprise Intended customer Physician groups, MSOs, ASCs and health systems
Arctic Health — AI-Native Credentialing, Contracting and Payer Enrollment
Collects and validates provider and organization data, submits payer contracting and enrollment applications, follows up in payer portals, negotiates rates and monitors compliance using AI plus credentialing experts.
What stays human Arctic experts handle complex payer, state and negotiation issues; practices supply source documents and approve strategy.
Fits Small to large Intended customer Clinics, physician groups, healthcare startups and multi-state provider organizations
PMMC — Physician Contract Management / Xact Engine / DocumentsAI
Loads physician payer agreements and fee schedules, extracts terms, calculates expected reimbursement and flags payment variances.
What stays human Finance and RCM staff validate contract logic, pursue variances and negotiate.
Fits Medium to enterprise Intended customer Physician groups, ASCs and hospitals
Rivet Health — Contract Management, Revenue Diagnostics and Patient Pricing
Centralizes payer contracts, models amendments and rates, analyzes reimbursement performance and produces patient estimates.
What stays human RCM and finance staff negotiate, follow up and act on findings.
Fits Small to large Intended customer Practices, physician groups and health systems
Sliced Health — SlicedIQ
Uses agentic and analytic tools to structure payer contracts, calculate reimbursement and surface contract or underpayment opportunities.
What stays human Contracting and RCM personnel validate findings and act on them.
Fits Medium to enterprise Intended customer Provider organizations and RCM teams
Turquoise Health — Contracts
Extracts and normalizes payer contract language and rates, compares provisions across payers, tracks deadlines and models financial scenarios.
What stays human Contracting and finance staff validate extracted terms, model strategy and negotiate.
Fits Medium to enterprise Intended customer Provider organizations and payers
RCM Platforms & AI Agents · 42 products
athenahealth — athenaOne AI-Native RCM and Authorization Management
Adds AI insurance selection, copay estimates, coding support, denial resolution, payer surveillance and authorization agents inside athenaOne; voice agents place payer authorization calls.
What stays human Practice staff review exceptions, clinical submissions, coding and denial decisions.
Fits Small to large Intended customer Independent practices and physician groups
Candid Health — Candid Revenue Cycle Automation
Provides APIs and workflow software for claim creation, submission, remittance, denial and billing operations, increasingly using agents to resolve work items.
What stays human Customer or Candid RCM teams handle exceptions, payer disputes and policy decisions.
Fits Small to large Intended customer Digital health companies, physician groups, specialty practices
Corner Health — Cora AI-Native Practice Operating System
Cora supports nurse-practitioner-led primary-care clinics by automating billing, scheduling, referrals, authorization, lab orders and patient communication inside Corner Health’s practice model.
What stays human Clinicians and central Corner operations handle exceptions, clinical judgment and oversight.
Fits Small Intended customer Nurse practitioners operating independent primary-care clinics within Corner Health
ENTER — ENTER RCM
Runs eligibility, rule-assisted coding and claim edits, submits claims, auto-posts remits, reconciles payments, flags underpayments and creates denial work items.
What stays human Billing staff resolve exceptions, review coding and work complex payer issues.
Fits Small to large Intended customer Practices, physician groups, imaging groups, digital health
Access Healthcare — Echo AI-Embedded RCM Services
Delivers outsourced RCM with an internal ecosystem of bots and AI across patient access through A/R; human delivery teams remain integral.
What stays human Access Healthcare staff perform many workflow and exception tasks.
Fits Medium to enterprise Intended customer Health systems, physician practices, RCM organizations
Adonis — Adonis Revenue Intelligence and Automation
Connects EHR, PM, billing, clearinghouse and payer-portal data to monitor claims, identify problems, prioritize work and automate selected remediation steps.
What stays human RCM staff handle exceptions, complex appeals and account decisions.
Fits Medium to enterprise Intended customer Physician groups, digital health, health systems, RCM teams
AdvancedMD — Waystar-Powered AI Revenue Cycle Capabilities
Exposes Waystar coverage detection, denial prioritization and appeals, claim attachments, paper-EOB conversion and analytics inside AdvancedMD for independent practices.
What stays human Practice or outsourced billing staff resolve edits, approve appeals and handle exceptions.
Fits Small to medium Intended customer Independent practices and medical billing companies
AKASA — AKASA Revenue Cycle Automation
Uses generative AI and workflow automation for coding, prior authorization, claim-status and other RCM work; modules ingest EHR data and execute or draft task steps.
What stays human RCM staff handle exceptions, approvals, payer escalation and quality review.
Fits Large to enterprise Intended customer Health systems, large medical groups, RCM teams
Apero Health — Apero RCM Platform
Provides eligibility, claims, remittance, patient payments and financial reporting through APIs and managed workflows for outpatient and digital-care organizations.
What stays human Billing staff handle coding, denials and exceptions.
Fits Small to large Intended customer Outpatient practices, digital health, medical groups
Commure — Commure RCM
Runs coding, eligibility, authorization, claims, remittance and appeals using agentic automation integrated with practice and clinical systems.
What stays human Humans supervise, resolve exceptions, review sensitive coding and appeals, and manage payer escalation.
Fits Medium to enterprise Intended customer Practices, physician groups, hospitals, health systems
eClinicalWorks — Agentic AI RCM
Analyzes notes for code recommendations, generates appeal packets, answers patient billing calls and takes payments, uses bots to scrub and submit claims, and converts paper EOBs into ERA-like posting workflows.
What stays human Practice billers validate codes, trigger or review appeals, handle exceptions and supervise collections.
Fits Small to large Intended customer Independent practices, physician groups, MSOs, billing offices
FinThrive — FinThrive Revenue Cycle Platform and Insurance Discover
Provides patient-access, claim, denial, contract and revenue-recovery tools; Insurance Discover searches for unreported coverage using data matching and payer connectivity.
What stays human Staff verify matches, correct registrations, pursue claims and work contract or denial findings.
Fits Medium to enterprise Intended customer Hospitals, physician groups, RCM organizations
ImagineSoftware — ImagineOne
Specialty billing and RCM platform that automates claim, remit, denial and reporting workflows, with newer AI features layered into established imaging and specialty billing operations.
What stays human Billing teams work exceptions, denials and configuration.
Fits Medium to large Intended customer Radiology groups, specialty practices, billing companies
Innovaccer — Flow Revenue Cycle Agentic Platform
Unifies EHR, claims and financial data and deploys agents or workflows for revenue-cycle operations; acquisition of CaduceusHealth adds managed billing execution.
What stays human CaduceusHealth and customer RCM staff manage execution and exceptions.
Fits Large to enterprise Intended customer Health systems, physician groups and managed RCM operations
Jorie AI — Jorie Revenue Cycle Automation
Applies automation across eligibility, claims, payment posting and denials, typically in an enterprise RCM deployment.
What stays human Staff oversee exceptions and complex claim or payer interactions.
Fits Large to enterprise Intended customer Health systems, physician enterprises, RCM teams
Quill Bills — Quill Bills AI-Native RCM
Scrubs and submits claims, posts ERAs, works denial queues and sends patient bills for private practices through a software-plus-operations model.
What stays human Practice or vendor billing staff resolve coding, denial and payer exceptions.
Fits Small to medium Intended customer Independent practices and small physician groups
R1 RCM — Phare OS and R1 Physician RCM
Combines managed RCM operations with automation across patient access, authorizations, claims, denials and collections; Phare OS is the current technology layer.
What stays human Substantial R1 operations staff and customer teams handle exceptions and complex work.
Fits Large to enterprise Intended customer Health systems and physician groups
Taiga — Taiga AI Billing
Ingests data from a practice EHR, checks benefits, handles authorizations, suggests or applies coding and edits, submits claims and works denials.
What stays human Practice and Taiga staff likely handle exceptions and clinical or payer escalations; exact model requires validation.
Fits Small to medium Intended customer Independent medical and behavioral-health practices
Ventra Health — vCision AI & Automation Platform
Pairs specialty RCM services with revenue intelligence, workflow automation and prediction across claims and denials.
What stays human Ventra teams and customer staff work coding, denial and payer exceptions.
Fits Medium to enterprise Intended customer Hospitals, physician groups, specialty practices
ModMed — Agentic RCM AI Platform
Newly announced agentic platform for specialty-practice RCM intended to execute billing tasks inside ModMed workflows; detailed module boundaries and production results are not yet public.
What stays human Practice and ModMed billing staff likely manage exceptions and quality assurance.
Fits Small to large Intended customer Independent specialty practices and physician groups
Overdrive Health — Overdrive AI Billing
Builds AI-native billing operations, initially for ambulance agencies, with claim submission and payer follow-up automation.
What stays human Billing experts likely manage exceptions and complex payer issues.
Fits Small to medium Intended customer Ambulance agencies; potential extension to outpatient providers and RCM teams
Luminai — Healthcare Operations Automation Platform
Agents move information among existing systems to process referral intake, patient registration, provider inbox work, orders/referrals and pharmacy renewals plus revenue workflows.
What stays human Operations staff define controls and manage exceptions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Thoughtful AI — RCM AI Agents (EVA, CAM, PHIL)
Agents read and enter data across EHRs, payer sites and billing systems: EVA verifies benefits, CAM handles claim tasks, and PHIL posts payments and remittances.
What stays human Customer or vendor staff supervise queues, resolve exceptions and audit postings or claims.
Fits Medium to enterprise Intended customer Practices, physician groups, RCM organizations, dental groups
Cair Health — Cair RCM AI Agents
Provides AI agents for billing companies, RCM teams and EHR vendors to execute repetitive claims workflows and prioritize human work.
What stays human RCM staff handle exceptions and supervise agent output.
Fits Small to large Intended customer Billing companies, RCM teams, EHR vendors, physician practices
Clicks Health — Revenue Cycle Computer-Use Agents
Computer-use agents navigate payer portals and legacy applications to complete authorization, claim and denial work that lacks APIs.
What stays human Staff supervise agents and resolve portal, policy and clinical exceptions.
Fits Medium to enterprise Intended customer Provider RCM teams and health systems
Droidal — Prior Authorization AI Agent
Deploys healthcare-specific digital workers that enter and retrieve data from payer and provider systems, including prior authorization tasks.
What stays human Operations staff configure workflows and resolve exceptions.
Fits Medium to enterprise Intended customer Providers, payers and RCM organizations
Hippocratic AI — Healthcare AI Agents
Voice-based generative AI agents for patient-facing non-diagnostic workflows such as outreach, education, navigation and administrative calls.
What stays human Clinical and contact-center teams supervise protocols and escalations.
Fits Large to enterprise Intended customer Health systems, payers and large provider groups
Honey Health — Honey AI Back Office
AI workers ingest faxes/referrals, create or update EHR records, collect missing documents, prepare charts, process refill tasks and run release-of-information workflows.
What stays human Staff supervise exceptions and all clinical approvals.
Fits Medium to large Intended customer Independent practices, small health systems and hospitals
Infinx — Revenue Cycle Automation Agents
Agents execute discrete front-, middle- and back-office tasks including benefit checks, authorization work, claim-status retrieval, coding, posting and denial handling; human RCM specialists manage exceptions.
What stays human Infinx or customer specialists resolve low-confidence and payer exceptions and perform quality control.
Fits Medium to enterprise Intended customer Physician groups, hospitals, RCM organizations
Substrate — RCM AI Agents
Agents retrieve claim and eligibility status, interpret denial causes, find payer policies and prepare next actions for RCM teams.
What stays human Billers resolve exceptions and carry out sensitive corrections or appeals.
Fits Medium to large Intended customer Provider RCM teams and billing companies
Third Way Health — Hybrid AI and Human Practice Operations
Combines automation/AI with remote operations staff to take over front-office and administrative workflows for practices rather than selling only software.
What stays human Third Way human operators and practice escalation owners handle exceptions; clinical decisions remain with practice.
Fits Small to medium Intended customer Independent and growing physician practices
Glass Health — Glass AI
Generates clinical assessments, plans and documentation support from clinician-entered or chart context.
What stays human Clinician supplies context, verifies output and documents/orders in the EHR.
Fits All sizes Intended customer Clinicians and provider organizations
Care GP — Care GP AI Clinic Operations
Early-stage AI agents marketed to run primary-care clinic operations; public product detail is not sufficient to verify which transactions are completed autonomously.
What stays human Unknown; likely practice oversight and clinical judgment.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Klarify
YC-listed behavioral-health assistant that markets notes, treatment plans, letters, claims help, resources and referral support for therapists.
What stays human Therapist and practice staff likely review documents and execute claims/referrals.
Fits Solo to small Intended customer Independent therapists and behavioral-health groups
Sully.ai — Sully AI Employees
Markets configurable healthcare AI workers for scribing, reception, chart preparation, coding and other operational tasks with EHR connectivity.
What stays human Staff oversight, clinical validation, exception handling and access governance likely remain material.
Fits Small to enterprise Intended customer Practices, physician groups and health systems
Appian — Appian Healthcare Automation
Low-code process/case-management platform for healthcare workflows, especially provider/member network and enterprise operations.
What stays human Implementation team and operations users manage cases/exceptions.
Fits Enterprise Intended customer Payers, health systems and large provider organizations
Automation Anywhere — Automation Anywhere for Healthcare
General automation/agent platform with healthcare packages for RCM, payer/provider workflows and document-heavy processes.
What stays human Automation team and operations exception staff.
Fits Large to enterprise Intended customer Health systems, payers, RCM companies and large groups
Microsoft — Microsoft Power Automate
Low-code RPA/workflow platform used by healthcare teams to process records, move data and orchestrate Microsoft/EHR-adjacent operations.
What stays human IT/ops builds flows and handles exceptions.
Fits Medium to enterprise Intended customer Provider organizations and RCM teams
Pegasystems — Pega Healthcare and Smart Claims
Enterprise case-management/automation platform for provider and claims workflows.
What stays human IT/operations configure rules and resolve exceptions.
Fits Enterprise Intended customer Payers, health systems and large providers
ServiceNow — ServiceNow Healthcare and Life Sciences
Enterprise service-management and agentic workflow platform used for healthcare IT, employee and operational requests.
What stays human IT/operations configures and handles exceptions.
Fits Enterprise Intended customer Health systems and large provider networks
UiPath — UiPath Business Automation Platform
General RPA/agent platform used by healthcare RCM and provider teams to move data across portals, documents and legacy applications.
What stays human Automation team builds/monitors bots; operations handles exceptions and process changes.
Fits Large to enterprise Intended customer Health systems, RCM vendors and large groups
Amazon Web Services — Amazon Connect Health
Healthcare agentic platform announced March 2026 that combines Amazon Connect voice/contact-center infrastructure with EHR-connected agents for verification, scheduling, history collection, documentation and coding workflows.
What stays human Practice/contact-center staff oversee exceptions, clinical content and integration governance.
Fits Medium to enterprise Intended customer Healthcare provider organizations and contact centers
Practice Operations & Specialty Platforms · 53 products
Arcadia — Arcadia Value-Based Care Platform
Unifies clinical/claims data, identifies care gaps and risk opportunities, and drives worklists/outreach for value-based provider organizations.
What stays human Care managers and clinicians act on prioritized gaps and resolve data issues.
Fits Medium to enterprise Intended customer Provider groups, ACOs, MSOs and health systems
Syntra — Syntra Real-Time Audit Agents
Audits charts and claims in or near real time for coding, compliance and missed-revenue issues, then presents actions before or after billing.
What stays human Coders, billers and clinicians validate findings and execute/approve corrections.
Fits Small to enterprise Intended customer Practices, groups and RCM teams
Dental Intelligence — Dental Intelligence Analytics and Automation
Dental practice analytics and automation platform tracking schedule, production and patient opportunities and prompting outreach/action.
What stays human Managers act on analytics and supervise outreach.
Fits Small to enterprise Intended customer Dental practices and DSOs
Lightbeam Health Solutions — Lightbeam Population Health Platform
Aggregates data, identifies care gaps/high-risk patients and creates operational care-management lists for groups and MSOs.
What stays human Care managers and practices act on worklists.
Fits Medium to enterprise Intended customer Provider groups, ACOs and MSOs
MedeAnalytics — MedeAnalytics Provider and Revenue Cycle Analytics
Analyzes provider and revenue-cycle data to prioritize denials, cost-to-collect, payer and operational performance.
What stays human RCM teams investigate and act.
Fits Large to enterprise Intended customer Large provider groups and health systems
Cardinal Health — Advanced Practice Analytics
Aggregates specialty-practice financial and operating data to benchmark reimbursement, payer performance, drug economics and practice trends.
What stays human Administrator interprets findings and changes contracts/workflows.
Fits Small to large Intended customer Independent specialty practices
CareCloud — PrecisionBI
Dashboards and business intelligence for practice financial, operational and RCM performance.
What stays human Practice leaders investigate and act.
Fits Small to enterprise Intended customer Medical practices and groups
Cedar Gate Technologies — Cedar Gate Analytics and Value-Based Care Platform
Analytics and modeling for value-based contracts, population performance and provider financial risk.
What stays human Finance, contracting and care teams act.
Fits Large to enterprise Intended customer Provider groups, payers and health systems
Health Catalyst — Health Catalyst Ignite
Enterprise healthcare data/analytics platform for clinical, financial and operational performance.
What stays human Analysts and operators interpret and execute.
Fits Large to enterprise Intended customer Health systems and large provider groups
MGMA — MGMA DataDive / Analytics
Practice benchmark datasets and analytics for staffing, compensation, revenue and overhead decisions.
What stays human Practice administrator analyzes and implements changes.
Fits Small to enterprise Intended customer Medical practices and groups
BILL — BILL AP/AR Automation for Healthcare
Generic finance platform used by healthcare practices to capture invoices, route approvals and automate payments/receivables.
What stays human Finance staff approves, manages vendors and exceptions.
Fits Small to medium Intended customer Small and midsize healthcare businesses and practices
Rillion — Rillion AP Automation
OCR and workflow automation for healthcare invoice capture, coding, approvals and AP processing.
What stays human Finance approves and resolves exceptions.
Fits Medium to large Intended customer Healthcare organizations and clinic groups
Tipalti — Tipalti AP Automation for Healthcare
Captures invoices, routes approvals and automates supplier payments and reconciliation for healthcare organizations.
What stays human Finance staff approves spend, resolves exceptions and closes books.
Fits Medium to enterprise Intended customer Healthcare companies and larger practices
Flychain — Flychain Healthcare Finance Platform
Healthcare-specific bookkeeping/finance platform paired with CFO, tax and capital services for medical practices.
What stays human Practice approves transactions and decisions; Flychain/accounting staff handle judgment and exceptions.
Fits Small to medium Intended customer Independent medical and dental practices
Nitra — Nitra Healthcare Practice Platform
Healthcare-focused financial and practice-operations platform adding AI agents across spending/financial management, patient work, content and inventory.
What stays human Practice finance/operations staff oversee spending, patient and inventory exceptions.
Fits Small to medium Intended customer Independent clinics and practices
andros — andros Credentialing
Collects provider data, autofills applications, runs automated primary-source verification, flags gaps and continuously monitors credentials; specialists resolve discrepancies and support committee review.
What stays human andros specialists and customer committees resolve discrepancies and approve providers.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Axuall — Clinician Wallet and Provider Data Intelligence
Continuously verifies clinician credentials from primary sources, pre-populates onboarding/enrollment information and provides workforce intelligence from a real-time practitioner data network.
What stays human Organizations adjudicate credentials and complete exceptions/committee approval.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
CertifyOS — Provider Data and Credentialing Platform
Maintains an AI-enabled provider data source, connects to primary sources by API, runs verifications, roster/relationship workflows and supports credentialing/contracting/enrollment operations.
What stays human Credentialing teams resolve discrepancies and manage payer-specific submissions/approvals.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Harbera — Harbera Continuous Credentialing
Continuously gathers and monitors credential documents, automates recredentialing tasks and alerts teams before expirations that could stop billing.
What stays human Credentialing staff validate discrepancies and submit/approve payer-specific actions.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Modio Health — ONEVIEW Credentialing
Centralizes provider data and supports credentialing, payer enrollment, licensing and monitoring with automation and human experts; public materials emphasize that human oversight remains necessary.
What stays human Credentialing professionals gather/validate data and handle payer workflows and compliance judgment.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
QGenda — QGenda Credentialing and Payer Enrollment
Centralizes provider data, automates primary-source verification/status tracking and connects credentialing/enrollment with scheduling and workforce data.
What stays human Credentialing staff handle exceptions, payer follow-up and approvals.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
symplr — symplr Provider / Payer
Automates provider data collection, verification, credentialing, privileging and payer enrollment workflows in a broad healthcare-operations suite.
What stays human Credentialing teams review exceptions and committees/payers make approvals.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Verifiable — CredAgent
Runs end-to-end credentialing steps in parallel: provider data review, 3,200+ primary-source checks, disclosure analysis, discrepancy reconciliation and packet generation, with cited outputs and specialist sign-off.
What stays human Credentialing specialists review judgment calls and sign off; governance checkpoints remain.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Medallion — Provider Operations and Enrollment
Maps provider data into payer-specific applications, validates missing/inconsistent fields, submits and tracks enrollments, performs payer follow-up and runs primary-source verification with expert oversight.
What stays human Experts handle payer exceptions, judgment and quality review; provider groups monitor status.
Fits Small to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Assured — Assured Provider Network Management
AI agents automate credentialing, payer enrollment, roster management and continuous monitoring across payer, state and location workflows.
What stays human Operations staff handle exceptions, quality review and payer judgment.
Fits Small to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
MedTrainer — Credentialing and Payer Enrollment
Centralizes provider profiles, validates data with AI, classifies documents, integrates CAQH, creates payer packets, sends expiration reminders and tracks enrollment status.
What stays human Credentialing teams handle payer submissions/follow-up exceptions and final compliance review.
Fits Small to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Durate — Durate Physician Scheduling
Builds physician schedules under coverage, fairness, preference and labor constraints and automates schedule updates for groups and clinics.
What stays human Medical directors/administrators set rules and approve exceptions or swaps.
Fits Medium to large Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Planbase — Planbase Healthcare Workforce Management
Forecasts capacity, generates and adjusts clinician schedules and connects credentialing/payroll data to workforce planning.
What stays human Operations leaders set constraints and approve exceptions.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
QGenda — Advanced Scheduling / Ambulatory Workforce Management
Generates rules-based provider/staff schedules, predicts demand, manages swaps/on-call/time and coordinates exam-room capacity for ambulatory and enterprise groups.
What stays human Administrators define rules and resolve conflicts; staff request/approve swaps.
Fits Medium to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
ShiftMed — Flex AI
Identifies and routes open shifts across internal float pools and a W-2 clinician marketplace, using matching to balance coverage and reduce agency labor.
What stays human Managers set policies and clinicians claim shifts; exceptions still require staffing staff.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
symplr — Smart Square
Predicts patient volume and staffing demand up to 120 days ahead, supports self-scheduling/open shifts and aligns coverage to forecast demand.
What stays human Staffing offices review forecasts and resolve coverage exceptions.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
Epic Systems — Epic Teamwork / EpicOps
A 2026 operations initiative connects workforce scheduling, resource planning and operational workflows in the Epic ecosystem; product maturity and ambulatory availability remain uncertain.
What stays human Operations leaders still plan/approve schedules and resources.
Fits Large to enterprise Intended customer Physician groups, ambulatory clinics, and healthcare organizations
IDENTI Medical — IDENTI AI Inventory Platform
Uses sensors/computer vision and AI to identify supplies and medications, track consumption, replenish par levels and manage ASC/clinic inventory.
What stays human Staff receives/places stock, resolves mismatches and approves purchasing.
Fits Medium to enterprise Intended customer ASCs, specialty clinics and hospitals
ArbiMed — ArbiMed Retina Inventory
Retina inventory system for injection-dose tracking, purchasing and reconciliation of high-cost drugs.
What stays human Staff handles receiving, physical exceptions and financial reconciliation.
Fits Small to medium Intended customer Retina practices
Bluesight — KitCheck Anywhere
RFID medication inventory tracking for clinics and infusion settings, including remote cycle counts, replenishment and expiration monitoring.
What stays human Pharmacy/clinic staff restock and resolve discrepancies.
Fits Medium to enterprise Intended customer Infusion clinics, pharmacies and health systems
Cardinal Health — WaveMark Supply Management
RFID-enabled supply tracking and analytics for procedures, stock levels, expirations and replenishment.
What stays human Staff tags/receives items and resolves discrepancies.
Fits Medium to enterprise Intended customer Hospitals, ASCs and large specialty groups
Clarium — Astra OS
AI supply-chain operating system forecasting demand, identifying disruption and coordinating inventory decisions.
What stays human Supply-chain team validates recommendations and manages vendors/shortages.
Fits Enterprise Intended customer Health systems and large provider networks
McKesson — RetinaOS
Retina-specific inventory and workflow system for high-cost injectable medications, dose tracking, reconciliation and practice operations.
What stays human Staff scans/records exceptions, reconciles physical inventory and manages purchasing/credits.
Fits Small to large Intended customer Retina practices
Tecsys — TecsysIQ and Elite Healthcare
Healthcare supply-chain platform with 2026 AI capabilities for shortage, waste and compliance-risk prediction and pharmacy inventory management.
What stays human Supply/pharmacy teams approve purchases and resolve exceptions.
Fits Large to enterprise Intended customer Health systems and large ambulatory networks
Decoda Health
AI-native operating system for aesthetics, medical weight loss and IV clinics, combining front desk, scheduling, follow-up, documentation, inventory, billing and analytics.
What stays human Clinical staff provide care and verify notes/orders; front desk and billing staff handle exceptions.
Fits Solo to medium Intended customer Independent aesthetics, weight-loss and IV clinics
Penciled — Penciled AI Front Office
AI front-office automation for physical therapy that texts patients, fills cancellations, manages scheduling and integrates with WebPT.
What stays human Front desk handles unusual scheduling/clinical issues and monitors conversations.
Fits Solo to medium Intended customer Physical-therapy practices
Plena Health — Plena Health AI Operating System
AI operating system for specialty groups that processes referrals/faxes, scheduling, procedure requirements, records and collections across existing systems.
What stays human Practice staff supervise exceptions and clinical decisions; vendor likely manages integrations and rules.
Fits Medium to large Intended customer Independent multisite specialty groups
Andy AI
Home-health documentation assistant that captures field encounters and drafts required clinical documentation for review.
What stays human Field clinician and QA staff verify, correct and sign.
Fits Small to enterprise Intended customer Home-health agencies
Copper Health — Copper Health RTM Platform
PT-focused remote-therapeutic-monitoring platform automating patient engagement, monitoring and billing-adjacent workflow.
What stays human Clinician reviews clinical data; staff resolves nonresponse, eligibility and billing issues.
Fits Small to medium Intended customer Physical-therapy practices
Lumata Health — Lumata Intelligent Care Management
Combines technology and care coordinators to manage retinal-disease patient adherence, barriers, follow-up and access to vision-saving treatment.
What stays human Care coordinators and practice staff resolve access, adherence and clinical issues.
Fits Medium to large Intended customer Retina and ophthalmology practices
Provation — Provation MD
Structured procedure documentation for gastroenterology and other procedural specialties, linking clinical findings to report/coding workflows.
What stays human Proceduralist verifies report; staff/coders handle exceptions.
Fits Medium to enterprise Intended customer GI/endoscopy practices, ASCs and hospitals
Ruma Care
Administrative platform for independent infusion clinics that automates prior-authorization and copay-support work and related patient onboarding.
What stays human Infusion staff handle medical-necessity exceptions, appeals, benefits nuance and clinical care.
Fits Small to medium Intended customer Independent infusion clinics
Splose — Splose AI Notes and Practice Management
Allied-health platform combining calendar, intake, practice management and AI transcription/documentation for physiotherapy and related clinics.
What stays human Clinician verifies notes; staff handles scheduling/intake exceptions.
Fits Solo to medium Intended customer Physio, chiropractic and allied-health practices
SPRY Therapeutics — SPRY AI-Native Rehab Platform
Rehab-focused EHR/RCM platform with eligibility and a 2026 native AI scribe that carries patient history and clinician preferences.
What stays human Therapist validates notes; staff manages billing/eligibility exceptions.
Fits Small to large Intended customer Physical-therapy and rehab practices
Voquill — Voquill Voice AI for Pathologists
Turns pathologist dictation into structured reports and supports CPT suggestions for pathology practices.
What stays human Pathologist confirms diagnostic report and codes; staff manages LIS/EHR exceptions.
Fits Small to medium Intended customer Pathology groups and labs
EZDERM — Eve AI
Dermatology-focused AI features marketed for documentation, coding and workflows within EZDERM's specialty EHR/PM platform.
What stays human Dermatologist and staff review charts/codes and handle workflow exceptions.
Fits Solo to medium Intended customer Dermatology practices
HealthSpark — HealthSpark Practice OS
AI-native 'practice without a back office' for physical therapy, with agents supporting eligibility, intake, notes, claims and payments.
What stays human Therapist treats patients and reviews clinical/financial exceptions; exact back-office oversight unclear.
Fits Solo to small Intended customer Independent physical-therapy practices
Toothy AI
Dental insurance workflow agents for verification and related payer administrative tasks.
What stays human Insurance coordinators review benefits and exceptions.
Fits Small to medium Intended customer Dental practices