Test Cases Generation

Test Case Generation in Insurance QA: Reaching Full Coverage

Introduction

The Challenge of Full Coverage

Achieving Full Coverage

Test Case Generation

Maximum Coverage

Benefits of Maximum Coverage

  • Exhaustive Testing: Every possible combination is tested, ensuring no scenario is overlooked.
  • High Confidence: Provides the highest level of assurance that the application will function correctly under any condition.

Minimum Coverage

  • Efficiency: Drastically reduces the number of test cases, making the process more manageable.
  • Practicality: More feasible for applications with many variables, allowing for thorough testing within a reasonable timeframe.
  • Focused Testing: Ensures that all elements of the application are tested, though not in every possible combination.
Emtech QMT and Intelligent Test Case Generation
Algorithmic Approach
  • Node Combinations: Each node (question) and its combinations (answers) are systematically tested to ensure every possible outcome is covered at least once.
  • Dependency Management: Dependencies between questions are considered, ensuring that test cases reflect realistic and relevant combinations.
  • Optimization: Redundant test cases are eliminated, focusing on unique and impactful combinations to streamline the testing process.
Benefits of Emtech QMT’s Algorithms
  • Comprehensive Coverage: Ensures that all critical paths and combinations are tested, providing high confidence in the application’s reliability.
  • Efficiency: Optimizes the number of test cases, balancing thoroughness with practicality.
  • Scalability: Suitable for applications of any size, from simple forms to complex systems with numerous variables.
Real-World Application
Advantages of Using Emtech QMT
  • Improved Product Launches: QMT discovers all defects early, delivering the level of quality needed to meet product launch dates.
  • Full coverage at a fraction of the cost: Using a knowledge graph model removes manual testing, human error and extends visibility of QA for new products to well-informed business analysts.
  • Reduce quality-related day-2 issues: QMT enables IT executives to get more value from the dollars spent by testing 100 percent of the value chain, providing the fewest quality-related Day 2 Issues, and reducing the inherent risks.
  • Model Complex Policy Life Cycles: By testing the end-to-end process of insurance systems, and the integrations between them, carriers, InsurTechs and software vendors can drive quality into product launches and eliminate embarrassing errors experienced by distributors and customers post-launch.
Emtech’s Unique Approach to Quality Engineering
Final Thoughts

Neil Bendov