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A practical guide for using AI in patentability searches, helping IP counsel, patent teams, and innovation leaders identify the right level of automation for different search matters. The paper examines AI’s strengths, limitations, governance requirements, and the emerging hybrid model that combines AI efficiency with expert-led judgment.