Healthcare

Leading Healthcare Provider Accelerates Software Releases with AI-Powered Test Automation and Playwright

Softree Technology helped a leading healthcare provider achieve 85% test automation coverage and 60% faster releases using AI-powered test automation.

healthcare-test-automation
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Test Automation Coverage
0%
Faster Release Cycles
0%
Regression Time Reduction
Use Cases
AI Test Automation, Healthcare QA, Continuous Testing
Industry
Healthcare
Project Type
AI Test Automation for Healthcare Platform
Scale of Operation
Healthcare platform supporting 500,000+ patients across 12 business-critical modules, including patient management, telemedicine, EHR, and insurance claims processing.
End Users
500,000+ Patients
Service Provided
AI Test AutomationQA AutomationPlaywright AutomationCI/CD IntegrationHealthcare QA TestingPerformance TestingAPI TestingCompliance Testing
The Client Challenge

Business Process Challenges

The Challenge

A leading healthcare organization operating a patient management and telemedicine platform relied entirely on manual testing across twelve critical application modules. Regression testing required nearly three weeks for every release, delaying deployments and increasing operational costs.

The platform supported patient registration, appointment scheduling, telemedicine consultations, electronic health records (EHR), insurance claims, and administrative workflows. Manual QA made it difficult to identify defects early, resulting in production issues affecting patient data consistency, appointment scheduling, and claims processing.

The organization also faced HIPAA compliance challenges due to the absence of automated validation for role-based access, audit trails, and data protection. Without CI/CD quality gates, every release depended on extensive manual regression performed by a large QA team.

Our Approach

Our Strategic Approach

Our Approach

Softree Technology designed and implemented an AI-powered end-to-end test automation framework using Playwright, AI-assisted test generation, Azure DevOps, Power BI, OWASP ZAP, and HL7 FHIR API testing.

Our team automated critical healthcare workflows, including patient registration, appointment scheduling, telemedicine, EHR management, insurance claims, and Power Automate workflows. AI-generated test cases significantly increased coverage while self-healing automation minimized maintenance effort as the application evolved.

The framework was fully integrated into the client's Azure DevOps CI/CD pipeline, enabling automated regression testing, release quality gates, HIPAA compliance validation, defect reporting, and real-time testing dashboards for every deployment.

How we delivered

How we built the solution.

P
Playwright
Integrated Playwright layer in the solution architecture.
AD
Azure DevOps
Integrated Azure DevOps layer in the solution architecture.
AP
Azure Pipelines
Integrated Azure Pipelines layer in the solution architecture.
G
GenAI
Integrated GenAI layer in the solution architecture.
G
GPT
Integrated GPT layer in the solution architecture.
P
PowerBI
Integrated PowerBI layer in the solution architecture.
PA
Power Automate
Integrated Power Automate layer in the solution architecture.
J
Jira
Integrated Jira layer in the solution architecture.
RA
REST APIs
Integrated REST APIs layer in the solution architecture.
C
CI/CD
Integrated CI/CD layer in the solution architecture.
ATA
AI Test Automation
Integrated AI Test Automation layer in the solution architecture.
What we shipped

Explore the Solution Through visuals

Featured Screenshot
Click to expand
Executive Dashboard
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Screenshot 01Executive Dashboard
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Screenshot 02Workflow Automation
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Screenshot 03Analytical Dashboard
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Screenshot 04Mobile Experience
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Screenshot 05Engagement Mockup 5
The Outcome

Delivering Measurable Business Outcomes

The Outcome

The AI-powered testing framework transformed software quality across the healthcare platform.

Key outcomes included:

  • 85% automated test coverage
  • 70% reduction in regression testing effort
  • 60% faster release cycles
  • 40% fewer production defects
  • 95% critical test pass rate
  • 30% reduction in testing costs
  • 1,240 AI-generated automated test cases
  • 68 production defects identified and resolved

The organization now releases software with greater confidence through automated quality gates, continuous compliance validation, and scalable AI-driven testing, creating a strong foundation for future digital healthcare initiatives.

Results & Business Impact

The numbers behind the rollout.

01
Test Automation Coverage
95%
02
Faster Release Cycles
75%
03
Regression Time Reduction
70%
Reference Tech Stack

The full integration layer.

Playwright
Azure DevOps
Azure Pipelines
GenAI
GPT
PowerBI
Power Automate
Jira
REST APIs
CI/CD
AI Test Automation
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FAQ

Frequently asked questions.

The platform automated software testing for patient management systems while improving the accuracy and reliability of healthcare applications. It reduced manual testing effort, accelerated release cycles, and helped maintain high-quality patient care systems.
AI was used to generate intelligent test scenarios, identify high-risk areas, prioritize test execution, and analyze test results. This reduced repetitive manual work and improved testing efficiency across healthcare applications.
The platform leveraged AI-driven test automation, Microsoft Azure, Power Platform, REST APIs, CI/CD pipelines, and patient management integrations to deliver a scalable and secure healthcare testing solution.

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What we offer

Enterprise Integration
Cloud Architecture
AI & Automation
Microsoft Solutions
Offshore Engineering

Offices

  • Bengaluru

    11th Floor, Prestige Tech Park, Platina 2 · Outer Ring Rd, Kadubeesanahalli · Bengaluru, Karnataka 560087, India

  • Cuttack

    PLOT 5C/1283, SECTOR-10, CDA · Cuttack, Odisha 753014 · India

  • San Francisco

    San Francisco, CA 94108 · United States

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