Home / Case Studies
Case Studies

How we solve real quality problems

Each engagement follows the same disciplined path – and ends with a team that owns the result.

Client Challenge→Existing Process→Solution→Technologies→Implementation→Results→Business Impact
Client Challenge
Large regression suite with high maintenance effort; UI changes broke dozens of tests every sprint.
Existing Process
Manually written UI scripts, fixed by hand after each release; long regression cycles.
Solution
AI-assisted test generation + self-healing automation, with API checks replacing slow UI steps.
Technologies
Playwright + AI + API + CI/CD
Implementation
Suite assessment → locator strategy → AI-generated tests reviewed by the team → self-healing layer → pipeline integration.
Results
Reduced maintenance effort and improved regression coverage.
Business Impact
Faster, more predictable releases; testers freed to focus on exploratory and edge-case testing.
Client Challenge
Regression done fully manually; release dates driven by test effort.
Existing Process
Spreadsheet test cases, manual execution before every release.
Solution
Risk-based automation roadmap and a maintainable hybrid framework.
Technologies
Java, Selenium, TestNG, Cucumber, Rest Assured, Jenkins
Implementation
Prioritise high-value flows → build framework → automate in sprints → nightly Jenkins runs.
Results
Critical regression automated and running unattended.
Business Impact
Shorter release cycles and earlier defect detection.
Client Challenge
Slow and flaky Selenium suite blocking the pipeline.
Existing Process
Sequential runs, explicit waits everywhere, frequent re-runs to get a green build.
Solution
Phased migration to Playwright with auto-waiting, fixtures and parallel execution.
Technologies
Playwright, TypeScript, Playwright API testing, GitHub Actions
Implementation
Pilot module → shared fixtures and page objects → migrate module by module → retire old suite.
Results
Faster, more stable test runs with far fewer re-runs.
Business Impact
Reliable pipeline feedback that developers trust.
Client Challenge
Business logic tested only through the UI; slow feedback and late defects.
Existing Process
Ad-hoc Postman checks without assertions or CI.
Solution
BDD-style API automation framework with contract and data-driven tests.
Technologies
Rest Assured, Cucumber, Postman/Newman, Karate, Jenkins
Implementation
API inventory → framework → critical endpoints automated → CI gating on every build.
Results
Defects found at the API layer before UI testing starts.
Business Impact
Lower cost of defects and faster integration testing.
Client Challenge
Unknown system behaviour under peak traffic ahead of a major launch.
Existing Process
No workload model; performance checked informally.
Solution
Workload modelling, load/stress/soak tests and bottleneck analysis.
Technologies
JMeter, Gatling, monitoring dashboards
Implementation
Model peak traffic → script key journeys → staged load tests → tune and re-test.
Results
Bottlenecks identified and fixed before go-live.
Business Impact
Confident launch with a known capacity limit.
Client Challenge
Automation existed but ran manually on individual laptops.
Existing Process
No shared execution environment or reports.
Solution
Containerised test execution integrated into the CI/CD pipeline.
Technologies
Jenkins / GitHub Actions / Azure DevOps, Docker, Selenium Grid on Kubernetes
Implementation
Dockerise tests → grid setup → pipeline stages with quality gates → shared reports.
Results
Automated tests run on every build with visible reports.
Business Impact
Quality becomes part of delivery, not a separate phase.
Client Challenge
Frequent UI changes causing broken locators and false failures.
Existing Process
Engineers manually updated locators after every UI release.
Solution
Resilient locator strategy plus AI-based self-healing with human review of healed steps.
Technologies
Selenium / Playwright, AI-assisted locator recovery
Implementation
Locator audit → stable test-ids with developers → healing layer → healed-step reporting.
Results
Far fewer false failures from UI changes.
Business Impact
Less time fixing tests, more time testing.
Client Challenge
Limited time for exploratory testing of new features.
Existing Process
Exploratory testing squeezed in at the end of each sprint.
Solution
AI test agent that explores flows, suggests test ideas and drafts bug reports for human triage.
Technologies
Python, LLMs, MCP browser tooling, Playwright
Implementation
POC on one module → guardrails and review workflow → rollout to more modules.
Results
More scenarios explored per sprint with testers in control.
Business Impact
Earlier discovery of usability and edge-case issues.
Client Challenge
Organisation needed a consistent automation skill level across several QA teams.
Existing Process
Self-learning and uneven skills between teams.
Solution
Role-based learning paths with assessments and progress reporting for L&D.
Technologies
Java/Python, Selenium, Playwright, API testing, CI/CD
Implementation
Pre-assessment → batch-wise instructor-led training → capstone project → post-assessment.
Results
Measured skill improvement between pre- and post-assessment.
Business Impact
Teams able to contribute to automation from the next sprint.
Client Challenge
Manual-heavy QA team needed automation skills without pausing delivery.
Existing Process
All testing manual; automation outsourced or missing.
Solution
Assessment → custom curriculum → project-based training on the client’s own application.
Technologies
Java/Python, Selenium, Playwright, API
Implementation
Skill-gap analysis → part-time training → guided automation of real modules → post-training support.
Results
Team started automating its own regression.
Business Impact
Automation capability built in-house.

Have a similar challenge?

Tell us where you are today – we’ll suggest a practical next step.

Talk to an ExpertOur services