Define overall QA strategy and architect large-scale, reusable, cross-platform automation frameworks Drive organisation-wide quality initiatives and own the quality charter for the AI vertical Design scalable test approaches for RAG, hallucination, drift, and bias Own decisions on test strategy, tools, frameworks, and AI testing methodologies Coach and up-skill the entire team, set best practices, and build talent pipeline Influence cross-functional teams, participate in architecture discussions, and align testing with business strategy Responsible for end-to-end quality strategy at the product/vertical level Shape AI quality roadmap, reduce organisation-wide risk, and improve scalability and reliability