Define a clear and specific hiring problem that AI must solve before adopting any technology. Invest in structured hiring processes like competency models and consistent scoring to maximize AI’s impact. Ensure your hiring data is trustworthy, with consistent interview feedback and process visibility, to let AI amplify insights. Foster a culture open to change where AI