How does HaorGrix automate US prior-authorization workflows across multiple payers?

We build payer-specific rule engines mapped to X12 278 transactions, with LLM-assisted clinical justification drafting and human-in-the-loop review queues. Typical reduction in prior-auth turnaround: 4 days → 6 hours.

Will an AI clinical assistant trigger FDA SaMD regulation?

It depends on intended use. We deliver our healthcare AI with explicit intended-use documentation, FDA SaMD class assessment, and a regulatory pathway memo from a US healthcare attorney we partner with. Most documentation/scheduling assistants stay below SaMD threshold.

All Services

Specialized Solution

AIAutomationforHealthcareCompaniesinUnitedStates—HIPAA+FDASaMD-awareReady

We build AI for US healthcare with PHI-safe LLM architectures: on-prem inference (Llama 3 / Mistral), de-identification preprocessors, and BAA-eligible cloud LLM routing (Azure OpenAI, AWS Bedrock with BAA).

Overview

US healthcare admins spend 12 hours/week on prior-auth and documentation — AMA 2025 Burnout Survey. HIPAA-Safe Harbor de-identification before LLM ingestion, FDA SaMD class boundary awareness, ONC HTI-1 algorithm transparency, and BAA-flowdown to LLM providers.

Core Capabilities

Doctors burning out on EHR documentation

Capa-01

Prior-auth automation that fails on payer-specific edge rules (UnitedHealthcare vs

Capa-02

Clinical decision support tools triggering FDA SaMD classification questions that legal cannot answer

Capa-03

HIPAA + FDA SaMD-aware aligned

Capa-04

Related Projects

AutoDoc AI Document Framework

HaorGrix (Internal Product)

Expert Insights & FAQs

Yes. We deploy Azure OpenAI (BAA-covered), AWS Bedrock (BAA-covered), or self-hosted Llama 3 / Mistral on your VPC. We also build de-identification preprocessors that strip 18 HIPAA Safe Harbor identifiers before any external API call.

Related Specializations

AI Chatbot Development

Business Process Automation (BPA)

Custom LLM Integration

AI-Powered Lead Generation

Intelligent Document Processing (IDP)

Predictive Analytics for eCommerce

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