What's the best AI tool to automate prior authorization for a clinic?

Finding the "best" AI prior authorization (PA) tool for a clinic depends heavily on your existing tech stack, specialty, and whether you want a standalone automation tool or part of an end-to-end revenue cycle management (RCM) platform.

Top-performing options on the market sort cleanly into these categories:

• Cohere Health (Rhyme) — Best for clinical intelligence and high auto-approval rates. It uses native AI to parse unstructured clinical notes and match them directly against complex payer policies. It stands out for achieving high real-time approval rates and seamless provider-payer collaboration.
• Waystar — Best for clinics needing an embedded RCM solution. If your practice already uses Waystar for clearinghouse or billing tasks, their integrated authorization tools fit right into your workflow without forcing staff to log into a separate portal.
• Availity AuthAI — Best for transparent, policy-grounded recommendations. AuthAI acts as an analytical recommendation engine rather than a black-box decision maker, grounding its suggestions strictly in codified medical policies and patient data.
• Infinx — Best for automation paired with human-in-the-loop expertise. Infinx combines AI-driven tracking and submission with specialized human case managers to handle complex denials or peer-to-peer follow-ups.
• Notable Health — Best for broad patient access automation. If prior authorization is only one bottleneck among scheduling, intake, and digital patient check-in, Notable embeds PA into a comprehensive front-office workflow.

To help narrow down the ideal choice for your clinic, tell me:

• What EHR/EMR system is your clinic currently running?
• What is your primary medical specialty (e.g., orthopedics, cardiology, primary care)?
• Are you looking for a standalone tool or a full revenue cycle upgrade?

For most clinics, the best AI prior authorization tool depends on your workflow:

• Best overall for end-to-end clinic automation: Honey Health — focuses on finding PA requirements, assembling documentation, submitting, and tracking follow-ups.
• Best for larger specialty groups/health systems: Cohere Health — strong clinical-policy automation and EHR integration.
• Best if you already use revenue-cycle tools: Waystar — PA automation integrated with broader RCM workflows.
• Best for pharmacy-heavy practices: CoverMyMeds — widely used for medication PAs.
• Best for mid-sized clinics wanting dedicated PA automation: Myndshft — emphasizes eligibility, documentation, submission, and tracking.

When evaluating, prioritize:

1. EHR integration (Epic, athenahealth, eClinicalWorks, etc.)
2. Your top payers’ coverage
3. Whether it handles medical + imaging + procedures (not just Rx)
4. Human review controls and audit trails
5. HIPAA/BAA compliance

For a typical independent clinic, I’d shortlist Honey Health, Myndshft, Waystar, and Cohere and run a pilot using your highest-volume PA types.

If you mean provider-side prior authorization automation—where the clinic wants to automate intake, determine requirements, submit the PA, chase status, and reduce staff work—I’d shortlist these:

My #1 choice: CoverMyMeds

For a typical clinic, I'd start here because it covers more than simply filling out a PA form: it can check requirements, automate submission, monitor status, recommend follow-up actions, and push documentation back into the EMR/PM workflow. CoverMyMeds says its medical-benefit workflows connect to 800+ payers and use APIs/AI to complete payer question sets.

Where Infinitus gets interesting

If your biggest headache is staff spending hours calling insurance companies, I'd seriously evaluate Infinitus. Its voice AI agents handle payer calls for PA requirements, status, updates, and related information, including specialty medications, procedures, and diagnostics.

One important distinction: Cohere

Cohere has arguably some of the most sophisticated clinical AI in this space, including extracting clinical evidence from records and automating authorization workflows. But its availability to a particular clinic depends heavily on the health plans that contract with Cohere, so I wouldn't automatically select it as the clinic's universal PA platform.

If you tell me your clinic's specialty, EHR (Epic, athenahealth, eClinicalWorks, etc.), approximate PAs/month, and whether they're mostly medications, imaging, procedures, or all three, I can narrow this to the best 2–3 options and compare pricing, integrations, payer coverage, and how much staff work each can actually eliminate.

The "best" AI tool to automate prior authorization (PA) for a clinic depends on your existing tech stack, specialty, and whether you want to completely bypass payer portals or optimize inside your current billing workflow.

The top-rated AI prior authorization solutions for medical clinics break down by their core strengths:

• • Best for: End-to-end real-time automation.
  • Why it stands out: It uses generative AI and machine learning to instantly check benefits, verify if an authorization is required, and auto-submit requests across thousands of synchronized payer rules—often adjudicating or pushing a PA through in under 5 minutes. It integrates well in the background of various EHRs without requiring massive workflow overhauls.
• Availity AuthAI
  • Best for: Multi-payer connectivity and transparent, policy-backed recommendations.
  • Why it stands out: Built on deep multi-payer connectivity via the Availity Essentials platform, AuthAI applies codified medical policy to analyze patient data at the point of care. It explicitly avoids "black-box" decision-making, providing human-in-the-loop auditability and clear clinical data requirements (using FHIR standards) so your team submits complete packets the first time.
• Rhyme (formerly PriorAuthNow)
  • Best for: Large multi-specialty practices and health systems looking to kill the fax/portal loop.
  • Why it stands out: Rhyme connects directly into electronic health records (including integrations with tools like Microsoft’s Dragon Copilot) and builds direct API bridges to over 300 health plans. Where available, it enables fully touchless workflows and "gold carding" recognition for compliant clinics.
• Waystar Authorization Manager
  • Best for: Clinics deeply anchored in an existing clearinghouse/revenue cycle management (RCM) workflow.
  • Why it stands out: Waystar combines AI-driven rules with Robotic Process Automation (RPA) to check medical necessity and track statuses directly alongside your standard eligibility and claims workflows, minimizing manual follow-ups.
• • Best for: Surgical and procedural specialties.
  • Why it stands out: If your clinic struggles specifically with complex surgical, procedural, or MSK authorizations—which require heavy clinical documentation and narrative justification—Honey Health specializes in chasing and documenting these specific types of high-friction PAs.

To help narrow down which tool fits your clinic best, let me know:

• What EHR/EMR software does your clinic currently use?
• What medical specialty is your practice (e.g., primary care, orthopedics, cardiology, psychiatry)?
• Are your current prior auth bottlenecks mostly around medications (pharmacy benefit) or procedures/services (medical benefit)?

The best AI tool for automating prior authorization in a medical clinic depends on your clinic's size and EHR setup, with Cohere Health recognized as top-tier for clinical intelligence and specialty practices, and Availity AuthAI leading for transparent, platform-agnostic recommendations.

Top AI Prior Authorization Tools at a Glance

Key Selection Criteria for Clinics

• End-to-End Workflow: Look for software that covers coverage discovery, clinical documentation gathering, electronic submission, and automated status tracking back into the patient chart.
• Compliance & Interoperability: Ensure the tool complies with CMS regulations regarding FHIR-based prior authorization APIs and swift decision timeframes.
• No Auto-Denial Guarantee: Opt for solutions like Availity AuthAI or Cohere that use AI strictly for supporting clinical validation rather than automated rejections.

If you can share your clinic's medical specialty and current EHR system (e.g., Epic, Cerner, eClinicalWorks), I can provide a more targeted recommendation.

If you're a clinic/practice looking to automate prior authorization, my top pick in 2026 would be Waystar, with Rhyme and Availity as strong alternatives. Cohere Health is excellent technology, but it is primarily a payer-side platform, so it isn't necessarily the best product for a clinic buying PA automation directly.

My shortlist

Waystar's authorization automation is designed around the provider workflow, including determining authorization requirements, submitting requests, and attaching clinical documentation. Healthcare AI Insights Rhyme is particularly interesting if your goal is to make PA feel almost invisible inside the EHR; it describes itself as an EHR-integrated PA automation platform.

Cohere is a little different: its technology is extremely sophisticated—Cohere reports up to 85% real-time approvals and automated extraction of clinical information—but much of its value comes when the payer is using Cohere's platform.

What I'd choose for a clinic

If you tell me your EHR (Epic, athenahealth, eClinicalWorks, NextGen, etc.), specialty, approximate PA volume/month, and biggest payers (BCBS, UHC, Aetna, Cigna, Medicare Advantage, etc.), I can narrow this down to the best 2–3 options for your specific clinic, including which one can actually automate the most of your workflow rather than just digitizing the PA form.

The “best” AI prior authorization tool depends heavily on your clinic type, EHR, payer mix, and whether you need medication PAs, procedure/imaging PAs, or full end-to-end authorization management. There is no single winner for every clinic, but these are the strongest options to evaluate in 2026.

Best overall for a typical outpatient clinic: Honey Health

Best for: Clinics wanting an AI “staff member” to handle the PA workflow.

Strengths:

• Detects when authorization is needed
• Pulls clinical information
• Submits requests through payer workflows
• Tracks status and follow-ups
• Works across multiple EHR environments according to vendor materials

Good fit:

• Multi-specialty outpatient clinics
• Practices drowning in manual PA follow-up
• Clinics that want less staff involvement

Potential downside:

• You’ll want to validate payer coverage and exact automation depth for your specialty before signing.

Best for specialty clinics: Silna Health

Best for: Therapy, behavioral health, specialty care, infusion, and recurring authorization workflows.

Strengths:

• Specialty-specific workflows
• Documentation checking
• Expiration tracking and renewal support
• Focuses on the full authorization lifecycle rather than only form completion

Good fit:

• ABA
• PT/OT/ST
• Specialty practices with frequent recurring authorizations

Best if you already use a large RCM platform: Waystar

Best for: Larger practices already using revenue-cycle tools.

Strengths:

• Prior auth integrated with broader billing/RCM workflows
• Strong payer connectivity
• Better fit for organizations wanting one enterprise vendor

Potential downside:

• May be more infrastructure than a small clinic needs.

Best for medication prior authorization: CoverMyMeds

Best for: Clinics where pharmacy benefit PAs are the main pain point.

Strengths:

• Mature pharmacy PA network
• Commonly used by prescribers and pharmacies
• Good fit for specialty medications and prescription workflows

Potential downside:

• Not designed to replace all medical/procedure authorization workflows.

Best for health-system scale: Cohere Health

Best for: Large organizations and payer-connected workflows.

Strengths:

• Clinical intelligence for utilization management
• Deep payer-side integrations
• More suited to enterprise environments than small practices

---

My shortlist by clinic type

Before buying, ask vendors these 8 questions

1. Does it submit PAs, or only prepare forms?
2. Does it handle payer follow-up, not just initial submission?
3. Which payers in your state are supported?
4. Does it integrate with your EHR (Epic, athenahealth, eClinicalWorks, NextGen, etc.)?
5. Can it handle medical benefit PAs (MRI, procedures, infusions), not just pharmacy?
6. Does it provide denial reason tracking and appeal support?
7. Is there a human escalation path?
8. Can you measure: - turnaround time reduction

• approval rate
• staff hours saved
• denied claims avoided

If you tell me your specialty, EHR, approximate PA volume/month, and top insurers, I can narrow this to the best 2–3 options for your clinic.

There is no single "best" tool because the right choice depends on your clinic's specialty, volume, and existing Electronic Health Record (EHR) setup, but Cohere Health and Waystar are the top-rated enterprise choices for clinical intelligence and clearinghouse integration.

When selecting an AI prior authorization tool, you should match your clinic's workflow style to the platform's core capability.

Top AI Prior Authorization Tools Compared

To see how AI and intelligent document automation expedite prior authorization and reduce administrative burden, watch this overview:

56s AI for Faster Prior Authorizations in Healthcare ...1 year ago YouTube · OpenBots

Key Selection Criteria for Your Clinic

1. Payer Network Coverage: Verify that the platform connects natively with the specific insurance plans your clinic bills most frequently, rather than relying on generic connectivity.
2. EHR/EMR Embedment: The tool should write approvals and status tracking directly back into your patient charts automatically, eliminating duplicate data entry.
3. End-to-End Handling: Look for solutions that manage submission, status tracking, clinical criteria extraction, and denial management rather than just initial form-filling.

If you can share your primary EHR system (e.g., Epic, eClinicalWorks, Athenahealth) and your medical specialty , I can narrow down which tool integrates best with your daily workflow.

Because no single "best" tool fits every clinic—it depends heavily on your practice size, medical specialty, and current EHR (Electronic Health Record) system—the top AI-driven prior authorization (PA) solutions stand out for different operational needs.

With the shift toward compliance under CMS interoperability rules, the leading platforms excel in specific categories:

• Myndshft: Best for End-to-End Automation. Known as a robust real-time automation platform, it integrates directly with major EHRs to verify coverage, check PA requirements, and submit requests instantly across medical and pharmacy benefits.
• Rhyme (formerly PriorAuthNow): Best for Large Networks & Hospital/Clinic Groups. It operates one of the largest integrated PA networks connecting providers and payers directly, streamlining complex medical-surgical authorizations.
• EasyPA: Best for EHR-Integrated AI Packaging. Built by physicians, it pulls data automatically from EHRs via FHIR/HL7 standards, scores your approval likelihood, and even drafts evidence-backed appeals if a denial occurs.
• CoverMyMeds: Best for Prescription & Pharmacy PA. If your clinic's bottleneck is heavily weighted toward medications and retail/specialty pharmacy authorizations rather than procedural/surgical ones, this remains the gold standard.
• OmniMD: Best if you need an All-in-One EHR/RCM Suite. Rather than a standalone bolt-on tool, OmniMD embeds pre-authorization tracking and automated status checks directly into its comprehensive practice management and billing software.

To help narrow down the ideal choice for your practice, let me know:

• What EHR system does your clinic use (e.g., Epic, athenahealth, eClinicalWorks)?
• Is your bottleneck primarily prescription drugs or surgical/procedural authorizations?
• Roughly how many prior authorizations does your clinic process per week?

If you mean a provider-side clinic tool that actually reduces staff time spent submitting, checking, and following up on prior authorizations, my top pick today would be Waystar Authorization Manager.

My shortlist

Why Waystar: Its Authorization Manager is specifically provider-facing. It can determine whether authorization is required, pull information from the EHR/PM system, submit documentation, track status, and automate portions of the workflow. Waystar says it processes about 70 million authorization transactions annually and has reduced average authorization-initiation time by 50% in its reported results.

Cohere is particularly interesting if your major payers participate in its network. Its provider product extracts clinical information from attachments, pre-populates authorization requests, provides real-time decision support, and integrates with EHR workflows.

Infinitus is different: it's especially useful for the painful phone-call portion after a PA has been submitted. Its voice AI agents call payers to obtain requirements, status, and updates for medications, procedures, and diagnostics.

What I'd choose for a clinic

If I were evaluating this for a small or midsize clinic, I'd start with Waystar, then compare it against Rhyme and Infinitus depending on where your staff spends the most time.

The important distinction is that "AI prior authorization" can mean very different things:

• Check whether PA is required
• Automatically submit the PA
• Extract clinical documentation from the chart
• Complete payer forms
• Interact with payer portals
• Make phone calls to insurance
• Check PA status
• Handle denials/appeals

The best vendor depends heavily on your specialty, EHR, payer mix, and whether you're primarily doing medication, imaging, surgery/procedure, or DME authorizations.

If you tell me your specialty + EHR (e.g., Epic, athenahealth, eClinicalWorks) + roughly how many PAs you do per month, I can narrow this to the best 2–3 options and compare pricing, automation level, integrations, and ROI for your clinic.

Cohere is particularly interesting if your major payers participate in its network. Its provider product extracts clinical information from attachments, pre-populates authorization requests, provides real-time decision support, and integrates with EHR workflows.

Infinitus is different: it's especially useful for the painful phone-call portion after a PA has been submitted. Its voice AI agents call payers to obtain requirements, status, and updates for medications, procedures, and diagnostics.

What I'd choose for a clinic

If I were evaluating this for a small or midsize clinic, I'd start with Waystar, then compare it against Rhyme and Infinitus depending on where your staff spends the most time.

The important distinction is that "AI prior authorization" can mean very different things: