Practical AIfor Medical Practices

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Workflow guide · 60 products · 7 workflows

Phones, Scheduling & Patient Communication

Answering the phone, booking and filling the schedule, registering patients, and keeping up with their messages — the highest-volume administrative work in most practices.

What the software can do

  • Answer routine calls in a natural voice around the clock — scheduling, rescheduling, confirmations, directions, common questions — and hand anything unusual to a person mid-call.
  • Book, change, and confirm appointments directly in the practice’s schedule under its own rules, and fill cancellations from a waitlist.
  • Send registration and intake forms before the visit, read what patients type or photograph (insurance cards, IDs), and write it into the chart instead of having staff re-type it.
  • Run reminder, recall, and follow-up outreach by text and phone, and flag who never responded.
  • Draft replies to routine patient messages and route the rest to the right person.

What stays human

Front-desk staff still take the upset or complicated callers, make the judgment calls about urgency and visit prerequisites, and work the exceptions the software escalates. Anything clinical — including the decision on a refill request — stays with clinicians. A reliable, fast path from the AI to a human is non-negotiable, and worth testing yourself before you buy.

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.

Products shown on this page have the strongest public evidence in the census; every product is in the directory.

AI Telephone Agents · 27 products

Voice agents that answer and place calls: scheduling, confirmations, refill intake, insurance questions, payer hold time. Some of the strongest named evidence in the census for avoided hiring and recovered appointments sits here.

ProductWhat it actually doesWhat stays humanLevelFits
Assort HealthAssort 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. Staff design call rules and handle clinical, ambiguous, or escalated calls. L3 Medium to enterprise
ClearwaveVoice 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. Staff review clinical tasks and exceptions and maintain schedule templates. L3 Small to enterprise
Hello PatientHello 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. Practice maps protocols; staff receive escalations and clinically sensitive requests. L3 Small to large
InnovaccerPatient 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. Health-system teams configure workflows and manage exceptions. L3 Large to enterprise
PhreesiaVoiceAI and Patient Access Automates inbound/outbound appointment calls, digital intake, eligibility, payments, recall and referral scheduling; Appointment Accelerator offers automated waitlist backfill. Staff handle exceptions, specialty judgment and unresolved financial/clinical questions. L3 Small to enterprise
Prosper AIProsper 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. Teams configure policies and handle non-routine payer or patient cases. L3 Medium to enterprise
RelatientDash Voice AI Handles concurrent appointment calls using customer scheduling rules and now captures clinical, medication and billing requests as structured EHR work items. Staff review clinical/refill/billing tasks and take escalations. L3 Medium to enterprise
TivaraTivara 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. Staff handle clinical/escalated calls and authorization exceptions. L3 Medium to large

Scheduling · 8 products

Books, reschedules, fills cancellations, and manages waitlists inside the practice’s scheduling rules. Capacity gains are credible when the software truly knows those rules; complex specialties still need people for prerequisites and urgency.

ProductWhat it actually doesWhat stays humanLevelFits
Luma HealthPatient Success Platform / Spark Automates self-scheduling, waitlist backfill, outreach, two-way messaging, referral communications and inbound fax processing; Spark agents execute configured access workflows. Teams configure schedules and campaigns and handle clinical/escalated cases. L3 Medium to enterprise
PenciledPenciled 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. Staff define schedule rules and handle exceptions or complex patient requests. L3 Small to medium
Steer HealthSteer Patient Access and Scheduling Automates online booking, waitlist backfill, cancellation rebooking, reminders, digital front-door interactions and growth analytics. Staff manage schedule templates and high-complexity requests. L3 Small to medium

Patient Intake · 6 products

Digital registration forms are mature. What separates products now is extraction and write-back — reading forms, cards, and IDs into structured EHR/PM fields with no staff re-entry.

ProductWhat it actually doesWhat stays humanLevelFits
Yosi HealthDigital 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. Staff handle exceptions and verify high-risk or incomplete intake data. L2 Small to large

Patient Messaging · 8 products

Drafts replies, triages inboxes, and runs texting campaigns. Drafting and triage are mature; anything with clinical content stays supervised.

ProductWhat it actually doesWhat stays humanLevelFits
ArteraArtera 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. Staff govern content and handle clinical or unsupported requests. L3 Medium to enterprise
Amigo AIClinical AI Agents Patient-facing agents conduct longitudinal non-diagnostic conversations, collect information and support care-team workflows under provider-trained protocols. Clinical teams train/govern agents and manage escalations and decisions. L2 Medium to enterprise
ModMedKlara / 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. Staff respond to clinical conversations and manage campaign rules and exceptions. L2 Small to large

Population Health / Recall · 7 products

Finds patients overdue for visits or screenings and runs the outreach to bring them back — quiet revenue and care-gap work that otherwise rarely gets staffed.

ProductWhat it actually doesWhat stays humanLevelFits
Beacon HealthAI 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. Practice teams define protocols and handle clinical/escalated cases. L3 Small to medium
BreviuMPatient Reactivation Identifies overdue/lost patients in practice data, prioritizes outreach and supports repeated reactivation to refill schedules. Staff or service teams conduct/complete outreach and booking depending deployment. L2 Small to medium
CareforceCareforce AI Outreach Workers Identifies eligible patients, conducts multi-channel multilingual outreach by phone/text/email/mail and schedules screenings or onboarding appointments. Care teams define cohorts and handle clinical exceptions or nonresponsive patients. L2 Medium to large
DoctorConnectARIA and Automated Reactivation Automatically identifies due/overdue patients, runs outreach and prompts rebooking; ARIA adds an AI phone receptionist for routine front-desk actions. Staff configure campaigns and handle complex calls and clinical questions. L2 Small to medium
mPulsemPulse 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. Teams define populations and campaigns and handle clinical/escalated responses. L2 Large to enterprise

No product in this workflow has high-grade public evidence yet; the entries above are the strongest documented so far.

Patient Acquisition · 3 products

Answers and converts new-patient inquiries — web chat, phone, referral calls — into booked first visits.

ProductWhat it actually doesWhat stays humanLevelFits
Patient PrismPatient Prism Call Intelligence Uses AI to analyze dental calls, identify unbooked opportunities and trigger rapid human follow-up to recover appointments. Practice staff follow up and close leads. L2 Small to large
SocialClimbHealthcare Growth Platform Uses practice data to segment patients, automate outreach/reviews, attribute marketing and analyze patient/referral growth for healthcare groups. Marketing/operations teams choose campaigns and manage relationships/content. L2 Small to large
LiineLiine 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. Managers review insights and staff make/convert calls. L1 Small to medium

No product in this workflow has high-grade public evidence yet; the entries above are the strongest documented so far.

Prescription Refill Workflows · 1 product

Structures refill requests, checks them against protocol, and prepares them for clinical sign-off. Liability keeps the final step human.

ProductWhat it actually doesWhat stays humanLevelFits
Wattson HealthWattson Voice and SMS Agents Voice/SMS agents coordinate prescription lifecycle and patient communications, with pharmacy-focused automation extending to scheduling and routine outreach. Pharmacy/practice staff approve clinical decisions and handle exceptions. L2 Small to large

No product in this workflow has high-grade public evidence yet; the entries above are the strongest documented so far.

Before you buy

  • What percentage of calls or bookings complete with no human touch — measured across all calls, not just the ones the system chose to answer?
  • How does a caller reach a person, and how fast? Call the system yourself before signing.
  • Does it write appointments and demographics directly into your PM/EHR, or does staff re-enter them?
  • What happens after hours, and when the system is down?
  • Ask a live customer for the exception list: what still lands on their front desk every day?