Transforming Prior Authorization with a Governed Intelligence Layer Across Every Specialty
A multi-specialty healthcare provider is working with elsai to connect prior authorization, clinical review, payer interaction, claims readiness, and utilization tracking across outpatient and inpatient care within one governed operating layer.
Faster Authorization & Claims Package Preparation
Reduction in Clinical Documentation Review Effort
Faster Audit Preparation
Overview
A multi-specialty healthcare provider manages a high volume of outpatient and inpatient authorizations across multiple clinical specialties. Its teams coordinate prior authorization and claims activities across EHR/HIS modules, payer and clearinghouse systems, spreadsheets, and manual follow-up, creating limited real-time visibility across the authorization lifecycle.
The organization wanted to establish a consistent operating model across specialties and care settings while maintaining human control over authorization and claims decisions. The scope also required on-premises deployment, real-time payer visibility, independent tracking of multiple services within a visit, and visibility into whether approved authorizations ultimately convert into delivered services.
Business Challenge
The organization sought to improve the quality, visibility, and operational consistency of prior authorization and claims workflows across outpatient and inpatient care.
Authorization teams were spending significant time tracking cases, gathering documentation, checking payer status, and responding to payer requests across disconnected systems.
01
Teams relied on manual payer portal checks and disconnected workflows to understand whether authorizations were approved, pending, denied, or awaiting additional information.
02
Each specialty carried different payer rules, documentation requirements, and medical necessity criteria, requiring repetitive completeness checks.
03
Approved authorizations were not consistently tracked through utilization, making it difficult to distinguish approved services that were delivered from approved services that were never utilized.
04
Additional Information Requests (AIRs) could require staff to locate clinical evidence manually and coordinate responses, creating opportunities for delays.
05
A single visit could contain multiple ordered services, each requiring independent authorization tracking. Without service-level visibility, one authorization could mask the status of another.
elsai Solution
elsai proposed a governed prior authorization and claims intelligence layer across the provider's existing healthcare ecosystem, covering all clinical specialties across outpatient and inpatient care.
The platform operates within the provider's on-premises environment, while existing EHR, HIS, payer, and communication systems remain in place.
Rather than replacing clinical or administrative teams, elsai continuously interprets case information, validates payer and specialty requirements, tracks payer activity, prepares submission-ready packages, and routes decisions to qualified staff for review.
The elsai solution enabled:
• Intelligent Case Intake & Document Monitoring — Automatically identify incoming OP referrals, service orders, and IP admission packages and create structured authorization cases.
• Case & Document Intelligence — Extract patient, insurance, provider, referral, clinical, and admission information from multiple document types.
• Insurance Verification & Authorization Determination — Validate coverage, network eligibility, and authorization requirements using specialty- and payer-specific rules.
• Clinical Intelligence & Medical Necessity Validation — Analyze diagnosis information, ICD/CPT codes, clinical context, and specialty requirements.
• Real-Time Payer Status Tracking — Track approved, pending, AIR, and denied statuses as payer decisions are received.
• Multi-Service Visit Tracking — Create independent authorization tracking for each ordered service while maintaining a shared visit record.
• Payer Query & AIR Handling — Detect payer requests, retrieve requested clinical evidence, and route responses for automated or human-approved submission.
Business Impact
Faster Authorization & Claims Package Preparation
Standardized, payer-ready package generation is designed to reduce manual compilation of forms, clinical evidence, and supporting attachments by 60–80%.
Reduced Clinical Documentation Review Effort
Continuous, specialty-aware validation is expected to reduce repetitive clinical documentation review effort by 50–70%.
Real-Time Payer Visibility
Live payer and clearinghouse connectivity provides immediate visibility into approved, pending, AIR, and denied authorization states rather than relying on manual refresh cycles.
Earlier Payer Exception Detection
Automated AIR detection and document retrieval enables payer requests to be identified and addressed without waiting for repeated manual portal checks.
Improved Revenue Visibility
Authorization utilization tracking provides a new view of approved, utilized, and non-utilized services, including the reasons behind non-utilization.
Reduced Manual Case Tracking
A centralized operational dashboard is designed to reduce spreadsheet- and email-driven tracking activity by 60–80%.
Lower Reporting Effort
Live operational dashboards are expected to reduce manually prepared reporting effort by 80–90%.
The elsai Advantage
• Existing EHR, HIS, payer, and clinical systems remain in place.
• One governed operating layer connects authorization and claims workflows across OP and IP care.
• Specialty- and payer-specific rules can be configured without creating separate workflows for every specialty.
• Real-time payer visibility replaces manual status-checking cycles.
• Service-level authorization tracking prevents one service from masking another within the same visit.
• Authorization utilization tracking connects approval status with actual service delivery and revenue visibility.
