Project Overview:
SkillAccess is a recruitment and skill enhancement platform that connects students, colleges, and companies. The platform enables colleges to conduct their own exams and invite students to job openings, while companies can post jobs, assess candidates, and invite students for specific tests.
About the Project:
- Domain: EdTech
- Platform: Web
- Duration: 5 months
- Size: Medium Scale
Challenges Faced:
- Multiple stakeholders with distinct workflows and permissions
- Custom exams and test scheduling requiring real-time validation
- Heavy system interactions from simultaneous operations
- Agile deployments risking core workflow breaks
- Manual QA struggling to scale with evolving features
Tools:
Solution Deployed:
- Leveraged AI models to auto-generate regression and edge case test scenarios
- Used AI to prioritize test cases based on impact analysis
- Generated synthetic test data for all user types
- Integrated LLMs to interpret and summarize test failures
- Implemented AI-driven test coverage optimization
Functional Testing
Regression Testing
UI/UX Testing
Automation Testing
Api Testing
Usability Testing
Result:
30% reduction in QA cycle time through AI-generated test suites. 40% improvement in test coverage with AI assistance. 20% faster developer response time thanks to AI-led bug summarization. Achieved minimal production bugs despite frequent feature releases.
Client Feedback:
“QualiMatrix's AI-powered testing approach revolutionized our QA process for SkillAccess. Their ability to auto-generate test scenarios and intelligently prioritize regression tests allowed us to maintain exceptional quality despite our complex multi-stakeholder environment and rapid release cycles. The LLM-powered failure analysis has been particularly valuable for our cross-functional teams.” (SkillAccess Product Team)
