Case studies

Real engagements. Measurable results.

Every project below started with a broken or missing test suite. Here's what we built, how we built it, and what changed.

01
Financial TechnologyWeb application8 weeks

FinTech SaaS Platform

Framework design + CI/CD integration

The challenge

A 60-person engineering team shipping weekly releases with zero automated regression coverage. Every release required 3 days of manual testing, blocking the team and causing frequent production escapes.

Our approach

Designed a Playwright-based framework from scratch using Functional Decomposition. Built a full page-object layer, data utilities, and an Allure reporting pipeline. Integrated into Azure DevOps with parallel execution across 4 agents.

Outcomes

340+Automated test cases
3 days → 40 minRegression cycle time
12Production bugs caught pre-release in first month
100%Pipeline coverage on every PR

Tools used

PlaywrightTypeScriptAzure DevOpsAllureDocker
02
Healthcare TechnologyiOS & Android (React Native)6 weeks

Healthcare Mobile App

Mobile automation + AI self-healing

The challenge

An existing Appium suite with 60% flakiness rate — tests failing on every second run due to dynamic element IDs and timing issues. The QA team had stopped trusting the results entirely.

Our approach

Rebuilt the Appium framework with a stable locator strategy and integrated an AI self-healing layer that detects broken locators at runtime and recovers using semantic context. Added a human-review queue for every AI-made correction.

Outcomes

60% → 2%Flakiness rate
85%Reduction in locator maintenance time
200+Self-healed locators in first 90 days
0Unreviewed AI changes in production

Tools used

AppiumJavaTestNGLLM/AI EnginesJenkinsSlack notifications
03
Enterprise SoftwareWindows desktop application12 weeks

Enterprise ERP Vendor

Legacy migration + desktop automation

The challenge

2,400 manual test cases documented in Excel, a QTP suite that hadn't run in 2 years, and a new release cycle that demanded weekly regression. The team had no path forward.

Our approach

Audited the full manual suite, identified the 800 highest-value cases for automation, and built a WinAppDriver framework integrated with Selenium Grid. Migrated the QTP scripts where salvageable, rebuilt the rest. Delivered in 3 phases over 12 weeks.

Outcomes

800Test cases automated
0Coverage regression during migration
4 hrsFull regression suite runtime
100%Traceability in Azure Test Plans

Tools used

WinAppDriverSelenium GridC#NUnitAzure DevOpsAzure Test Plans
04
Retail TechnologyWeb + API5 weeks

E-commerce Scale-up

API testing framework + performance baseline

The challenge

A fast-growing e-commerce platform with no API test coverage. Backend changes were breaking the frontend regularly, and the team had no visibility into API contract stability or database state after deployments.

Our approach

Built a RestAssured framework covering 120+ REST endpoints, with database assertion layers verifying order and inventory state end-to-end. Established JMeter performance baselines for peak load scenarios and integrated everything into GitHub Actions.

Outcomes

120+API endpoints covered
18Contract breaks caught before production in first quarter
3×Faster root-cause identification on failures
Peak loadPerformance baseline established and monitored

Tools used

RestAssuredJavaJMeterPostgreSQL assertionsGitHub ActionsNewman

Working with us?

Client names are anonymised by default. We're happy to share more detail — including architecture diagrams and framework walkthroughs — under NDA during a discovery call.

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