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From Weeks to Hours: How Quinnox Transformed Quality Assurance for a Fortune 500 Insurance Provider

Qinfinite-Chaos-Engineering

Client Overview

A leading Fortune 500 insurance provider specializing in employee benefits, disability, and life insurance. The organization operates a large digital ecosystem supporting policy administration, claims processing, and customer-facing portals in a highly regulated environment. 

Business Need

As the client expanded its digital offerings, the QA function became a major bottleneck.  

    • Over seven hundred test cases were manually executed per cycle, leading to long test cycles, inconsistent coverage, and delayed releases. 
    • Limited automation and a lack of CI/CD integration caused late defect detection, with issues slipping into UAT and production. 
    • QA effort scaled linearly with every release, increasing cost of quality and making it difficult to meet faster time to market demands. 
    • Regulatory compliance added further complexity due to the underlying insurance application architecture. 

The client needed a scalable, intelligent QA model to improve release speed, reduce costs, and ensure consistent quality without increasing manual effort. 

Quinnox Approach and Solution

Quinnox partnered with the client to shift from manual heavy QA to an AI-powered, intelligent test automation model using a partner-led Agentic AI-driven test automation platform. 

Key elements of the solution included: 

    • AI-driven test case generation from requirements and design artifacts to accelerate test creation 
    • End to end automation across web, mobile, and API layers covering critical policy, claims, and portal workflows 
    • CI/CD pipeline integration enabling continuous testing and early defect detection 
    • Automated API and web service testing to improve speed and reliability 
    • Scalable and reusable automation framework using dynamic parameterization 
    • Agent based capabilities for test generation, exploratory testing, self-healing scripts, and synthetic test data creation 

This approach created a future ready automation foundation aligned with DevOps and continuous delivery. 

Business Benefits Delivered Across SLA, BLA, and XLA Dimensions

Service Level Agreement (SLA) Benefits 

    • Faster test execution cycles, improving release predictability 
    • Reduced test cycle time from 36 days to 1 day 
    • Improved consistency and reliability of QA outcomes 

Business Level Agreement (BLA) Benefits 

    • 60% faster test case development through AI-powered automation 
    • 40% reduction in QA costs due to lower manual effort and fewer post release defects 
    • Build time reduced from 321 hours to 214 hours 
    • End-to-end regression completed in 13 hours, accelerating release velocity 

Experience Level Agreement (XLA) Benefits 

    • 25% faster time to market, aligning QA speed with business expectations 
    • Proactive defect detection, reducing UAT and production leakage 
    • Improved platform stability and confidence in releases 
    • Enhanced experience for development, QA, and business stakeholders through faster and more predictable delivery 

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