Overview
What is prior authorization automation?
Prior authorization (PA) is the approval payers require before covering certain medications, procedures, and services. Done manually, it means staff hunting through charts, filling payer-specific forms, faxing documentation, and chasing status, a process that averages weeks and delays care.
Prior authorization automation uses AI to read the clinical record, determine whether and what documentation a payer requires, assemble the request with supporting evidence, submit it electronically, and track the decision, escalating only the genuine exceptions to staff. Prior authorization automation alone saves the average practice 12–16 hours of staff time per week, among the highest single-workflow ROI in healthcare operations.
What the system analyzes
The Challenge
The most painful workflow in healthcare operations
Healthcare organizations lose roughly 14 hours per physician per week to prior-authorization tasks, a $31 billion annual burden, and 94% of physicians report PA-related care delays.
Massive Administrative Drag
Manual PA consumes ~14 hours per physician weekly and an estimated $31 billion annually across the U.S. healthcare system.
Care Delays & Abandonment
94% of physicians report PA-related care delays; the friction leads many patients to abandon prescribed treatment entirely.
Denials & Rework
Incomplete or mis-documented submissions drive denials and costly rework, compounding the time cost per transaction.
Staff Burnout & Turnover
Repetitive PA work is a leading source of administrative-staff frustration and turnover in clinics and billing offices.
Education AI Solutions
How Solnix automates prior authorization
Determine PA Requirement
Check payer rules and policies to decide whether a given order requires authorization and what evidence is needed, before staff lift a finger.
Extract Clinical Evidence
Pull the supporting documentation (diagnoses, prior treatments, imaging, labs) directly from the EHR, grounded in the chart.
Assemble the Request
Populate payer-specific forms with the right evidence and medical-necessity rationale, formatted to each payer's requirements.
Submit Electronically
Submit via payer portals and electronic channels, replacing fax and phone with traceable digital submission.
Track & Follow Up
Monitor status, auto-follow-up on pending requests, and surface decisions, closing the loop without manual chasing.
Escalate Exceptions
Route only the genuine edge cases, appeals, peer-to-peer requests, to staff with the context pre-assembled.
End-to-End Implementation
How Solnix implements PA automation
A phased rollout that starts with your highest-volume payers and order types, proves time-saved and approval-rate gains, then expands, with payback typically in 4–8 months.
Discovery & AI Opportunity Mapping
We start by understanding your operations, data landscape, and goals, then map where AI delivers measurable value and where it does not. Every engagement begins with a prioritized opportunity backlog, not a technology pitch.
Data Foundation & Readiness
AI is only as good as the data behind it. We assess data quality, connect fragmented sources, and build the secure, governed pipelines that production AI depends on, with privacy and compliance designed in from the start.
Model & Agent Development
We build the models, retrieval systems, and AI agents tailored to your use cases, selecting the right approach (fine-tuning, RAG, multi-agent orchestration) for accuracy, cost, and latency, and validating against your real-world edge cases.
Integration & Workflow Embedding
AI only creates value when it lives inside the tools your teams already use. We embed models and agents into existing systems, surfaces, and workflows, so adoption is natural and human-in-the-loop controls stay in place.
Deployment, Security & Compliance
We deploy to production with the security, monitoring, and compliance controls enterprises require, including bias and fairness testing, audit logging, and the observability needed to operate AI responsibly at scale.
Optimization & Continuous Improvement
AI systems improve with use. We measure outcomes against the goals set in Phase 01, retrain and tune from live feedback, and expand to the next set of use cases, turning a single deployment into a compounding capability.
Key Capabilities
Key capabilities
Payer-Rule Engine
Continuously updated knowledge of payer policies and PA requirements.
Benefits
Evidence Extraction
Grounded retrieval of medical-necessity evidence from the chart.
Benefits
Auto-Assembly & Submission
End-to-end request creation and electronic submission.
Benefits
Status Intelligence
Automated tracking and follow-up across payers.
Benefits
Denial & Appeal Support
Predict denial risk and pre-assemble appeals.
Benefits
Audit Trail
Every decision and submission is logged.
Benefits
Who Benefits
Outcomes for physicians, staff, and patients
For Physicians
Reclaim hours lost to authorization paperwork.
For Operations & Billing Staff
Shift from manual forms to managing exceptions.
For Patients
Less waiting, fewer abandoned treatments.
Education Segments
Explore related healthcare AI
Revenue Cycle Intelligence
Pair PA automation with AI claim scrubbing, denial prediction, and AR prioritization for end-to-end revenue health.
Clinical Documentation AI
Capture the clinical evidence PA depends on at the point of care.
Patient Triage & Navigation
Route patients and pre-collect intake that feeds downstream authorization.
Care Gap Identification
Connect authorization data to population-health and preventive-care workflows.
Enterprise Automation
Extend PA automation into broader operational and back-office workflows.
Agent Ecosystem
Build multi-step agents that orchestrate PA, appeals, and follow-up.
Methodology
How Solnix builds for healthcare
01, Workflow & Payer Assessment
01, Workflow & Payer Assessment
We map your highest-volume payers, order types, and current denial patterns to target the biggest, fastest wins.
02, HIPAA-Compliant Architecture
02, HIPAA-Compliant Architecture
PHI is processed within HIPAA-compliant infrastructure under signed BAAs, with full audit logging.
03, EHR & Payer Integration
03, EHR & Payer Integration
We integrate with Epic, Cerner, and Athenahealth and connect to payer portals and electronic PA channels.
04, Validation Against History
04, Validation Against History
We validate against historical submissions and denials before go-live to tune accuracy and rationale quality.
05, Continuous Monitoring
05, Continuous Monitoring
We track approval rates, turnaround, and time-saved, retraining as payer policies change.
FAQ
Questions from revenue-cycle and operations leaders
Get Started
End the Prior Authorization Grind.
Talk to a Solnix specialist about a prior-authorization pilot scoped to your top payers, EHR, and denial patterns.
Talk to a Revenue-Cycle AI Specialist →