Overview of AI-powered duplicate detection
TestMu AI Test Manager uses semantic detection (vector embeddings) rather than simple text matching to find duplicate test cases. It analyzes the title, steps, and description of each test case to calculate a % Match score between 0 and 100.
Results are organized into two roles:
- Base test case: The primary test case that others are compared against; this is the one that survives if duplicates are deleted.
- Duplicate test case: A test case that exceeds the minimum match score relative to the base case.
Matches are categorized into four bands for easier triage: Above 80%, 50-80%, 20-50%, and Below 20%.