Map AI-assisted testing interventions against the Software Testing Life Cycle (STLC), identifying where AI can augment requirement, test design, execution, defect triage, reporting and any other test activities without compromising independence or auditability.
Design and run phased pilots of the framework with live or simulated project data, capturing measurable outcomes (effort saved, defect detection uplift, cycle-time reduction) to build a defensible business case for wider rollout.
Own the framework's technical documentation, including design rationale, governance controls and rollout playbooks, in a form suitable for Board and client presentation.
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