Embed within delivery teams to translate private markets domain knowledge into testable requirements and automated tests. Define test cases, validate financial data structures, identify accuracy gaps, contribute to Playwright E2E, API and service testing, and collaborate with engineers and product to ensure financial logic correctness and data integrity.