PracHub
QuestionsPremiumCoachesLearningGuidesInterview Prep
|Home/System Design/Abridge

Design a Secure Medical Audio Pipeline

Last updated: Apr 30, 2026

Quick Overview

This question evaluates a candidate's competency in designing secure, compliant, and scalable backend systems for handling sensitive medical audio data, covering threat modeling, encryption, access control, asynchronous processing, reliability, and observability.

  • medium
  • Abridge
  • System Design
  • Software Engineer

Design a Secure Medical Audio Pipeline

Company: Abridge

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

You are reviewing a backend service for a healthcare application. The service accepts a medical audio recording, converts it to text, sends the transcript to an LLM API to generate a summary, and stores both the transcript and the summary for later retrieval. Assume the existing implementation is naive: a single request handler receives the upload, processes the entire file synchronously, calls external APIs directly, logs intermediate results, and writes all outputs straight into storage. Discuss the following: 1. What are the main security risks in this implementation, especially given that the data may contain highly sensitive medical information? 2. What are the main performance and reliability risks? 3. Design a production-ready system that is secure, scalable, and efficient. Explain the major components, data flow, storage choices, async processing model, access control, encryption, failure handling, observability, and how you would support large files and traffic spikes.

Quick Answer: This question evaluates a candidate's competency in designing secure, compliant, and scalable backend systems for handling sensitive medical audio data, covering threat modeling, encryption, access control, asynchronous processing, reliability, and observability.

Abridge logo
Abridge
Mar 17, 2026, 12:00 AM
Software Engineer
Technical Screen
System Design
5
0
Loading...

You are reviewing a backend service for a healthcare application. The service accepts a medical audio recording, converts it to text, sends the transcript to an LLM API to generate a summary, and stores both the transcript and the summary for later retrieval.

Assume the existing implementation is naive: a single request handler receives the upload, processes the entire file synchronously, calls external APIs directly, logs intermediate results, and writes all outputs straight into storage.

Discuss the following:

  1. What are the main security risks in this implementation, especially given that the data may contain highly sensitive medical information?
  2. What are the main performance and reliability risks?
  3. Design a production-ready system that is secure, scalable, and efficient. Explain the major components, data flow, storage choices, async processing model, access control, encryption, failure handling, observability, and how you would support large files and traffic spikes.

Solution

Show

Submit Your Answer to Earn 20XP

Sign in to leave a comment

Loading comments...

Browse More Questions

More System Design•More Abridge•More Software Engineer•Abridge Software Engineer•Abridge System Design•Software Engineer System Design
PracHub

Master your tech interviews with 8,000+ real questions from top companies.

Product

  • Questions
  • Learning Tracks
  • Interview Guides
  • Resources
  • Premium
  • For Universities
  • Student Access

Browse

  • By Company
  • By Role
  • By Category
  • Topic Hubs
  • SQL Questions
  • Compare Platforms
  • Discord Community

Support

  • support@prachub.com
  • (916) 541-4762

Legal

  • Privacy Policy
  • Terms of Service
  • About Us

© 2026 PracHub. All rights reserved.