Healthcare LLM — Enhancing Patient Support

Healthcare LLM - Enhancing Patient Support

Harnessing AI to simplify complex EU financial regulations for fintech.

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  • Client: A U.S.-based telehealth provider
  • Challenge: The client needed a safe and reliable virtual assistant to answer patients’ general medical queries and help triage appointments.
  • Solution: ATH trained a healthcare-focused LLM using anonymized medical FAQs, treatment guidelines, and HIPAA-compliant datasets.
  • Impact: Automated 40% of patient queries, reduced waiting times for live agents, and maintained high accuracy with built-in ethical safeguards.
  • Key Highlight: Integrated human-in-the-loop checks to ensure sensitive cases always escalate to licensed professionals.

Client Background

A U.S.-based telehealth company serving thousands of patients with virtual consultations and digital medical support.

The client’s customer support team was overwhelmed with routine medical queries and appointment scheduling, leading to long wait times and high operational costs.

FHealthcare LLM Enhancing Patient Support Client backround

The Challenge

Healthcare LLM Challenge

Navigating EU Regulations: A Time-Consuming Challenge

Navigating Europe’s complex and ever-changing financial regulatory landscape was time-consuming and costly for the client’s compliance team. Manual review and interpretation of legal updates slowed product launches and increased the risk of non-compliance.

Our Solution

The ATH Solution: On-Premises LLM for Automated Regulatory Clarity

ATH Infosystems designed a healthcare-focused LLM using anonymized patient FAQs, official treatment guidelines, and reputable medical resources. To ensure safety, we embedded human-in-the-loop oversight for all sensitive queries.

The LLM was integrated with the client’s chatbot system to automate routine answers, recommend next steps, and handle basic triage.

Healthcare LLM Our Solution

Impact Delivered

40% Reduction Automated

of patient support queries

Significantly reduced

average waiting time for live agents

Maintained compliance

with HIPAA standards for patient data security

Key Highlight

Healthcare LLM Key Highlight

Building Regulatory Confidence: Our Commitment to Audited AI

The LLM smartly escalates critical or complex cases to licensed medical staff, ensuring patient safety is never compromised.

See how AI can transform your patient support.

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