Key Highlights
- In this success story, OptiSol collaborated with a leading global destination services provider to optimize their QA process through AI-driven automation and end-to-end test execution.
- The QA teams faced challenges with manual testing, leading to significant delays, high costs, and inconsistent coverage, which made scaling difficult and put product quality at risk due to untested critical features and regression fatigue.
- OptiSol implemented an AI-driven QA framework combined with Playwright automation, significantly cutting down test execution time, enhancing test coverage, and ensuring rapid, accurate validation with scalable and reusable test suites.
- By utilizing AI and Playwright, our solution streamlined the testing process, reducing costs and boosting both test depth and software quality, resulting in quicker, more efficient deployment cycles.
Problem Statement
01
Manual Effort: QA teams relied heavily on manual testing methods, which were time-consuming and resource intensive. Executing over 300 test cases manually took up to 8 hours, delaying the validation process.
02
High Operational Costs: The extensive manual efforts involved in test case execution and maintenance led to increased QA overhead, diverting valuable resources from innovation, continuous improvement, and strategic initiatives.
03
Quality Risks: The combination of manual effort, incomplete coverage and regression fatigue posed a threat to overall product reliability and customer satisfaction.
04
Scalability Constraints: As new features were added, the manual approach became unsustainable. The growing backlog of untested functionalities created bottlenecks and hindered scalability.
05
Inconsistent Coverage: Due to time and resource limitations, certain critical features were not tested consistently. This raised the risk of bugs slipping into production.
Solution Overview
01
AI-Powered Test Design: OptiSol implemented an intelligent QA framework that used AI models to auto-generate test cases and scripts directly from functional requirements, user stories and existing manual test cases dramatically reducing manual effort and ensuring broader test coverage from the outset.
02
End-to-End Automation: All test cases, including regression and feature-specific validations, were automated using Playwright. This ensured consistent, thorough coverage and eliminated the bottlenecks caused by manual testing.
03
UI Validation: By integrating NLP and computer vision libraries into Playwright, the framework enabled testers to validate UI attributes like colors, alignment and layout using natural language commands, streamlining the process of visual element testing.
04
Smart Debugging: AI-enhanced Playwright reporting tools automatically analyzed test failures by reviewing both test outputs and related code repositories. This allowed the system to intelligently suggest potential fixes, accelerating root cause identification and resolution.
05
Parallel Execution: OptiSol established a parallel test execution framework along with a reusable automated regression suite. This reduced test execution time from 8 hours to 15 minutes while maintaining test depth, ensuring faster, more efficient deployments.
Business Impact
About The Project
In this success story, OptiSol partnered with a global leader in destination services to enhance their QA process using AI-powered automation. The organization was struggling with time-consuming manual testing, inconsistent test coverage, and a growing backlog of untested features. OptiSol introduced a comprehensive QA automation framework utilizing Playwright and AI-driven tools to auto-generate and execute over 300 test cases. The solution automated both regression and feature-specific validations, ensuring end-to-end coverage and significantly reducing test execution time from 8 hours to just 15 minutes. This innovation improved testing efficiency, reduced operational costs, and enabled the organization to deliver high-quality, reliable services faster and more efficiently.
FAQs:
What is QA automation?
QA automation is the process of using specialized software tools to run test cases automatically. It reduces manual testing efforts, speeds up execution, ensures higher accuracy and helps teams maintain consistent software quality over time.
What are the benefits of automating test cases?
Automating test cases helps save time on repetitive tasks, minimizes human errors, enhances test coverage across features and supports faster, more reliable release cycles, making the overall QA process more scalable and efficient.
What is Playwright, and why is it used in automation?
Playwright is a modern, open-source testing framework by Microsoft. It supports end-to-end browser testing across Chrome, Firefox and Safari, allowing QA teams to write stable and scalable scripts with ease and precision.
How does AI help in software testing?
AI improves software testing by intelligently analyzing applications, generating test scenarios, and adapting to UI changes. It ensures smarter test coverage, reduces maintenance effort and accelerates testing without compromising quality.
What challenges does manual testing often create?
Manual testing can be tedious, time-consuming and error prone. It struggles to keep up with rapid development cycles, often leads to missed bugs, and makes it difficult to achieve thorough and consistent test coverage at scale.
Testimonials of Our Happy Clients
Ken Kisner
Global Head of Digital R&D
My experience has been incredibly positive. They were incredibly easy to work with, even with changing requirements.
They are incredibly competitive, but are only a fraction of the cost of US companies.
They are definitely the most professional of the foreign companies that we were looking into.
Nyswyn K.
Director of Software Development
Our journey with OptiSol has been nothing short of remarkable. For over 7 years, we have partnered with them on our digital transformation, and the results have been truly transformative.
Over the years, we have come to trust OptiSol Business Solutions as a reliable and strategic partner.
Al Bagiro
CTO, Auto Insurance Company
The AI engine was completed on time and trained to 90% accuracy. Their eagerness to learn new knowledge impressed us.
Their team is large to handle multiple projects at once, and likes to resolve challenges as well as learn new things. They also welcome regular communications, and of course, needless to say, develop everything in sprints.
Dan Talken
Founder, CEO, & CTO, My Equipment Library, LLC
OptiSol Business Solutions has shown youthful skill and dedication to the projects. Moreover, they have been quick to implement their solutions without sacrificing the quality of each platform.
We’re constantly impressed with their speed and quality of the development that they achieve on a consistent basis.
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I have had the privilege of working with an exceptional team of professionals from India on numerous AI, ML, and digital application projects. Their expertise in these domains is remarkable, and they consistently impressed us with their knowledge, resources, and innovative approach.
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CFO, Bemodo
They are very responsive and able to shift focus quickly as we have needed it for business reasons.
OptiSol Business Solutions has been great at documenting the timeline of the project. They were very responsive and were able to shift focus quickly, as well. They discuss what they’re working on without any issues. So far, there’s no need to improve their service.
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