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Prior Authorization

by Penguin Ai

Contact Information

fawad@penguinai.co

Release Stage

In-Production

Release Date

08/23/2024

Version

V1

Regulatory Approval

N/A

Global Availability

United States of America

Summary

Prior Authorization (PA) Small Language Model (SLM) is designed to assist SMEs while adjudicating/ submitting a PA request. The model is designed to re-imagine the PA decision-making process and make it quicker and more transparent. It incorporates human-in-the-loop feedback mechanisms from SMEs for continuous improvement and accuracy enhancement.

Uses and Directions

Intended Use

  • The solution is intended to augment payer PA back-office operations teams in getting their work done faster or in reducing PA denials for providers. The SLM automatically analyzes submitted documents and highlights specific sections containing relevant evidence, eliminating the need to read through all pages of documentation. This targeted approach substantially reduces review time and administrative burden.
  • Additionally, the system provides valuable predictive capabilities at the point of submission, alerting submitting physicians about the probability of request approval
  • The solution addresses PA requests by analyzing structured and unstructured data and supporting documentation

Primary Users

  • Healthcare professionals involved in prior authorization processes
  • Users should have familiarity with prior authorization procedures, patient documentation and clinical guidelines such as Milliman, InterQual etc.

How to Use

Our proprietary SLM model comes ready to deploy out-of-the-box, delivering immediate value with minimal setup. For organizations seeking a personalized touch, users can fine-tune the model on their data while maintaining complete data privacy and ownership. Whether you choose the base model, a custom-tuned version, or the full Digital Worker solution, everything is accessible through secure API endpoints in our HIPAA-compliant Penguin platform.

Target Population

General patient population requiring PA for healthcare services. No specific exclusion criteria based on demographic factors

Cautioned Out-of-Scope Settings

Cautioned Out-of-Scope Settings

Not intended for decision-making without human review and should not be used as the sole basis for prior authorization decisions. Also, any changes in medical guidelines and criteria has to be updated on a regular basis

EHR Compatibility

EHR-agnostic

This solution works independently of specific EHR systems and can be integrated with most healthcare IT infrastructures.