CASE STUDY

Rapid Test Automation for HIPAA-Compliant Health Platform

A test engineering team delivered robust automation for a digital health platform, overcoming unstable UIs, zero documentation, and extreme deadlines with scalable strategies.

HEALTHCARE

ABOUT THE CLIENT

Streamlining Test Automation for Health Engagement Platform

A U.S.-based digital healthcare platform needed to transition from development to production while ensuring compliance and stability. The system supported health tracking, teleconsultation, and wellness goal management. The automation effort had to support both web and backend API layers. A dedicated test team accelerated deployment through automation aligned with HIPAA standards.

HIGHLIGHTS

30+

Automation engineers deployed

80%

Automation coverage achieved

4-month delivery cycle for full regression coverage
Stabilized tests despite dynamic UIs and APIs
Delivered HIPAA-compliant, secure automation

Tools we Used

PROBLEM STATEMENT

Zero Documentation, Dynamic UIs, and Deadline Pressure

With a four-month deadline and modules in various stages of readiness, the platform required rapid automation despite the absence of documentation or structured processes. The team faced flaky test behavior from dynamic UI elements and inconsistent API responses. Success demanded speed, adaptability, and resilient automation in a non-traditional delivery model.

OUR SOLUTION

Resilient Automation Delivered at Scale and Speed

Developed 1000+ automated tests using Pytest within 4 months
Built reusable utility functions to handle dynamic UI/API flows
Implemented structured logging to debug flakiness quickly
Maintained HIPAA standards in test handling and data security
Achieved 80%+ automation coverage with minimal blockers

What we did?

Built Stable Automation

Cross-Timezone Collaboration

Fixed Flaky Tests

Ensured Test Compliance

Built Stable Automation

With no available documentation, the team manually explored the platform to understand key workflows and build test logic from the ground up. They developed reusable components to manage dynamic UI behavior and changing API responses.

Cross-Timezone Collaboration

The team operated across multiple time zones, enabling nearly round-the-clock progress. By using a task-based system with asynchronous code reviews and daily pull requests, they maintained steady momentum and met aggressive timelines without formal process overhead.

Fixed Flaky Tests

Unstable UI components and delayed API responses were addressed through advanced wait strategies, retries, and modular test architecture boosting reliability. Root-cause analysis techniques were embedded into every debug cycle for faster resolution.

Ensured Test Compliance

All testing practices incorporated HIPAA-aligned security controls, including role-based access, secure data handling, and structured audit logging. Security-conscious automation ensured that no sensitive data was exposed during test runs.

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