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AI Prior Authorization Agent: Faster Approvals, Less Admin Work

Assemble prior authorization packets, submit to payers and track status in real time to cut approval delays with Bonami X AI's prior authorization agent.

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See it run on your own workflow. We reply within 24 hours.

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100 Fastest Growth Companies
Global Spring Winner
Top App Development Company
AWS Partner Network
Google Cloud Partner
Highly Rated on Trustpilot
Verified Agency
Top App Development Company
ASSOCHAM Member

Clinical & Front-Office

The Prior Authorization Burden Draining Clinicians and Revenue

Physicians spend 14.6 hours per week on PA administration (AMA 2023). 94% say PA delays harm patient care; 25% link them to a serious adverse event. Manual PA costs $11 in staff labour vs. under $2 automated — and 13% of patients abandon care after a denial.

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Business impact

80%

reduction in manual PA handling time per request — from 2 hours of staff effort to under 25 minutes through automated criteria matching, packet drafting, and multi-channel payer submission

$11
At 5,000 PAs/month, that's $540,000/year in labour — before denial and abandonment losses. The agent cuts manual handling time by 80% per request.

Key Features of the Prior Auth Automation Platform

Six capability pillars — from payer policy ingestion and criteria matching to packet drafting, submission, and denial management.

01

Payer Policy & Criteria Intelligence

Keeps the payer clinical criteria and coverage policies you license current in the library, without manual clinical review.

02

Chart-to-Criteria Matching

Retrieves the full patient record via FHIR R4 — notes, meds, labs, imaging, and prior PA outcomes for the patient-payer combination.

03

PA Packet Drafting & Justification

Generates the complete PA packet — justification letter with chart citations, ICD-10 and CPT codes, and a physician attestation ready for e-signature.

04

Multi-Channel Submission & Tracking

Submits via the optimal channel per payer — direct API through Availity, CoverMyMeds, and Surescripts, or portal automation where no API exists.

05

Denial Management & Appeals

Every denial is auto-classified on receipt — medical necessity, step therapy, non-covered benefit, or documentation gap — before appeals begin.

06

Revenue Cycle & PA Analytics

Real-time dashboard of the active PA queue, approval and denial rates by payer, and average days to decision — full visibility into PA throughput.

How the AI Prior Authorization Agent Works

  1. Step 1

    The agent reads the payer clinical criteria and coverage policies you license, and matches every relevant chart element (diagnoses, clinical notes, lab results, medication history, prior treatment records) against the applicable PA criteria within seconds of the order being placed

  2. Step 2

    Gap analysis identifies exactly which clinical documentation is present, which is absent, and which payer criterion each missing element would satisfy — so the requesting provider knows precisely what to add before submission, not after the first denial arrives

  3. Step 3

    The complete PA packet — clinical justification letter citing specific chart evidence for each payer criterion, ICD-10 and CPT codes, relevant chart excerpts with citations, and a physician attestation ready for e-signature — is generated and presented for review within minutes of the PA requirement being identified

  4. Step 4

    For denied requests, the agent automatically classifies the denial reason, drafts the appeal letter with updated clinical justification, identifies peer-to-peer review opportunities, and routes the case to the attending physician with payer contact details pre-populated and the appeal ready to submit

How Our AI Prior Authorization Agent Works

Physicians lose 14.6 hours a week to prior auth (AMA) — the agent reclaims it.

AI Prior Authorization Agent outcomes

Criteria Matched Before Submission — Not After the First Denial

Most PA denials are preventable documentation gaps. The agent flags every one before submission.

14.6 Hours of Weekly PA Burden Reclaimed for Patient Care

Automates criteria matching, packet drafting, and status tracking — physicians stay in the loop.

Denial Patterns Identified and Closed at the Root Cause

Denial analytics surface where a payer repeatedly blocks the same procedure — corrected upstream.

Integrations

Works With Your Existing EHR and Payer Network

The AI Prior Authorization Agent connects to leading EHR platforms, payer networks, and regional TPA environments.

7 named systems it connects to

Also connects to eClaimLink

Running something not listed here? Tell us on the call — scoping the connector is the first step.

Bonami X AI AI Prior Authorization Agent
  • Epic logo Epic
  • Oracle Health logo Oracle Health
  • Availity logo Availity
  • CoverMyMeds logo CoverMyMeds
  • athenahealth logo athenahealth
  • Daman logo Daman

AI Prior Authorization Agent — FAQs

[ 1 ]

What is an AI Prior Authorization Agent and which PA types does it handle?

Manages the full PA lifecycle — criteria matching, packet drafting, submission, tracking, and appeals — for specialty medications, imaging, surgery, referrals, DME, and behavioural health.

[ 2 ]

It pulls the full chart via FHIR R4 and uses clinical NLP to map each element against every payer criterion, producing a satisfied/partial/absent report with citations. Clinician review takes under 3 minutes.

[ 3 ]

Every claim traces to a specific chart document, section, and date, and templates constrain output to retrieved data. The clinician reviews the packet with citations before submission.

[ 4 ]

EHR: Epic, Oracle Health/Cerner, athenahealth, NextGen, eClinicalWorks — or any FHIR R4 endpoint. Payers: Availity, CoverMyMeds, Surescripts, Cohere Health, and major payer APIs, plus portal automation. UAE: eClaimLink, Daman, Thiqa.

[ 5 ]

The agent classifies the denial — medical necessity, step therapy, admin error, or documentation gap — drafts the appeal or peer-to-peer briefing, and routes it to the clinician with the deadline.

[ 6 ]

Criteria are re-indexed daily or weekly per payer; updates refresh the matching model and flag affected in-progress PAs. A sharp approval-rate drop flags a probable undocumented policy change.

[ 7 ]

Expedited triggers come from urgency flags, diagnosis codes, or clinician designation. The agent applies the payer's expedited pathway (24–72h vs. 3–14 days) and escalates for immediate sign-off.

[ 8 ]

A focused deployment (one EHR, top 5 payers, top 20 PA types) runs 10–14 weeks. At 5,000 monthly PAs: $540K annual labour saving, 30–50% fewer initial denials, and payback in 5–8 months.

[ 9 ]

Yes. It submits through the optimal channel per payer — Availity, CoverMyMeds, Surescripts, and Cohere Health APIs for electronic prior authorization, the X12 278 transaction where accepted, and portal automation elsewhere.

[ 10 ]

Prior authorization automation matches chart data to payer criteria before submission, so gaps get fixed in minutes, not a multi-week appeal — and denial analytics surface systemic barriers.

Every Manual PA Request Costs $11 in Staff Labour — Before Denied Revenue.

Every hour your clinical and revenue cycle teams spend on manual PA processing is an hour not spent on patient care, complex case management, or revenue recovery. Get a live demo of the Prior Authorization Agent running against your payer mix and a PA workflow cost assessment for your current submission volume.

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AI Prior Authorization Agent
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