An AI prior authorization agent for payer criteria matching, PA packet drafting, submission, status tracking, and denial appeals.
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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.
Most PA denials are preventable — missing documentation, not unjustified treatment. The agent flags every gap before submission, when a fix takes minutes, not a multi-week appeals cycle.
14.6 physician hours per week lost to insurance administration (AMA). The agent automates criteria matching, packet drafting, and status tracking — returning that time to patient care while keeping physicians in the loop.
Individual denials are costly; systemic patterns are catastrophic. Denial analytics surface where the same payer repeatedly blocks the same procedure — driving upstream corrections before the next submission.
Six capability pillars — from payer policy ingestion and criteria matching to packet drafting, multi-channel submission, denial management, and revenue analytics — deployed to reclaim clinical time and protect revenue.
Six capability pillars — from payer policy ingestion and criteria matching to packet drafting, multi-channel submission, denial management, and revenue analytics — deployed to reclaim clinical time and protect revenue.
Continuously ingests criteria from MCG Health, InterQual, and payer-specific coverage policies — maintaining a current criteria library without manual review by clinical staff.
Retrieves the complete patient record via FHIR R4 — notes, problem list, medications, labs, imaging, prior treatments, and historical PA outcomes for this patient-payer combination.
Generates the complete PA packet: justification letter with chart citations per criterion, ICD-10 and CPT codes, relevant note excerpts, and a physician attestation ready for e-signature.
Submits via the optimal channel per payer — direct API through Availity, CoverMyMeds, Surescripts, and Cohere Health, or portal automation for payers without API access.
Every denial is automatically classified on receipt — medical necessity, step therapy, non-covered benefit, administrative error, or documentation gap — before the appeals workflow begins.
Real-time dashboard: active PA queue by date, payer, and status; approval and denial rates by payer and service; average days to decision — giving revenue cycle leadership full visibility into PA throughput.
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.
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An AI Prior Authorization Agent manages the full PA lifecycle — criteria ingestion, chart matching, packet drafting, payer submission, status tracking, and denial appeals — with physicians in the loop at every clinical decision point. It covers specialty medications, imaging, surgical procedures, referrals, DME, behavioural health, and post-acute transitions.
The agent identifies the applicable criteria for the procedure-diagnosis-payer combination, retrieves the full patient chart via FHIR R4, and uses clinical NLP to map each chart element against each criterion. It produces a match report — satisfied, partial, absent — with source citations. Clinical staff review before submission; in tuned deployments that takes under 3 minutes per PA.
Every clinical claim traces to a specific chart document, section, and date — the agent cannot reference information absent from the record. Structured templates constrain output to retrieved chart data, not open-ended generation. The attending clinician reviews the packet with source citations displayed alongside each claim before submission.
EHR: Epic, Oracle Health/Cerner, athenahealth, NextGen, eClinicalWorks — any FHIR R4 endpoint connects. Payer submission: Availity, CoverMyMeds, Surescripts, Cohere Health, and major payer APIs (UnitedHealthcare, Aetna, Cigna, Humana, BCBS); portal automation for payers without API access. UAE: eClaimLink, Daman, Thiqa, ADNIC, and AXA Gulf — all within UAE data residency.
On receipt, the agent classifies the denial (medical necessity, step therapy, admin error, or documentation gap), assesses the strongest appeal pathway, and drafts the response — appeal letter with updated chart evidence, corrected submission, or peer-to-peer briefing. The draft is routed to the clinician with the appeal deadline for review and sign-off.
Criteria are re-indexed daily or weekly per payer; updates refresh the matching model and flag any in-progress PAs affected. If a payer's approval rate for a specific procedure drops sharply without a change in submission quality, the system flags a probable undocumented policy change and triggers a manual criteria review.
Expedited triggers are detected from order urgency flags, diagnosis codes, or clinician designation. The agent applies the payer's expedited pathway (24–72h vs. 3–14 business days standard), marks the submission accordingly, and escalates for immediate physician sign-off. For life-threatening cases, a retrospective PA packet is generated in parallel with the emergency override.
A focused deployment (one EHR, top 5 payers, top 20 PA types) runs 10–14 weeks: connector and criteria setup (Weeks 1–3), shadow mode (Weeks 4–8), live pilot (Weeks 9–10), full expansion (Weeks 11–14). At 5,000 monthly PAs: $540K annual labour saving, 30–50% fewer initial denials. Most health systems recover implementation cost within 5–8 months.
