Medical Necessity Reasoning
Analyze clinical documentation against payer criteria to build compelling medical necessity arguments. Cite specific clinical indicators.
Healthcare
Prior Authorization
Prior authorization that thinks like your best clinician
Expert reasoning for prior authorization decisions, medical necessity determination, and appeal intelligence. Reduce denials. Accelerate approvals.
2026 design partner focus: insurance claims. Prior Authorization uses the same decision-infrastructure approach and is available for secondary pilots after our claims wedge. Headline metrics are pilot design targets — verify in your environment. Start with Claims
Join the waitlist — we'll notify you when Prior Authorization pilots open.
60%
Faster processing
35%
More approvals
100%
Documentation compliance
50%
Faster appeal turnaround
Pilot design targets — derived from workflow benchmarking and expert-reviewed decision datasets. Verify outcomes in a structured 90-day pilot on your data.
Pilot design targets — derived from benchmarking against historical claims workflows and expert-reviewed decision datasets. 90-day pilot framework and benchmarking methodology.
The challenge
The Prior Authorization Burden
Why legacy automation fails in regulated workflows.
45%
of denials are eventually overturned on appeal—wasted time and effort
20+
hours per week staff spend on PA paperwork per provider
3-5
days average delay while waiting for authorization
$31B
annual industry cost of prior authorization burden
Capabilities
What Prior Authorization Does
Purpose-built reasoning for your domain experts.
Peer-to-Peer Prep
Generate talking points and clinical rationale for peer-to-peer reviews. Know what the medical director will ask before they ask it.
Appeal Intelligence
Analyze denial patterns and craft appeal strategies based on what has worked before. Turn denials into approvals.
Clinical Doc Matching
Automatically identify and extract relevant clinical documentation to support authorization requests.
Denial Pattern Analysis
Surface patterns in payer denials to improve first-pass approval rates and identify systemic issues.
Payer-Specific Rules
Apply payer-specific criteria and requirements automatically. Know what each payer needs before you submit.
Workflow
How Prior Authorization Works
From intake to expert handoff in five steps.
01
Request Intake
Authorization request and clinical documentation flow into the prior auth workflow. Patient history and procedure details are structured for reasoning.
02
Criteria Matching
Clinical indicators are matched against payer-specific medical necessity criteria with cited guideline references.
03
Documentation Gap Analysis
Identifies missing documentation and suggests additional clinical evidence to strengthen the case.
04
Authorization Package
Generates complete authorization submission with medical necessity reasoning and supporting documentation.
05
Outcome Learning
Learns from approvals and denials to continuously improve first-pass success rates.
Decision overlay vs. other approaches
IntelliHuman adds medical necessity reasoning and documentation intelligence on top of your EHR and PA workflows — not a replacement for Epic, Cerner, or payer portals.
Full capabilityPartial / LimitedNot available
Benchmark
IntelliHuman Prior Auth
Generic LLM
ChatGPT, Claude
Rules-only automation
Scripts, RPA
Manual review
Staff time
Medical necessity reasoning with citations
IntelliHuman Prior Auth
Generic LLM
Rules-only automation
Manual review
Medical necessity reasoning with citations
Payer-specific guideline matching
IntelliHuman Prior Auth
Generic LLM
Rules-only automation
Manual review
Payer-specific guideline matching
Documentation gap detection
IntelliHuman Prior Auth
Generic LLM
Rules-only automation
Manual review
Documentation gap detection
Exportable audit trail per decision
IntelliHuman Prior Auth
Generic LLM
Rules-only automation
Manual review
Exportable audit trail per decision
HIPAA-ready architecture
IntelliHuman Prior Auth
Generic LLM
Rules-only automation
Manual review
HIPAA-ready architecture
Typical time to pilot value
Weeks
Unpredictable
3–6 mo
Baseline
Regulatory defensibility
High
Low
Moderate
Moderate
Your EHR and payer systems remain systems of record. IntelliHuman integrates as a decision layer for prior authorization workflows.
Integrations
Works With Your Systems
Connect to your existing enterprise stack.
EpicCernerAvailitySurescriptsCustom EHR API
Works with your existing CMS — Guidewire, Duck Creek, and your core systems. An overlay, not a replacement.
FAQ
Common Questions
Ready to Transform Prior Authorization?
Start a pilot to verify pilot design targets — including faster processing and improved approval rates.