This trend reflects a shift towards more controlled and tailored AI deployments, moving beyond generic models. Businesses are recognizing the strategic importance of proprietary data for competitive advantage and AI performance. Successfully operationalizing AI requires robust data governance and infrastructure to manage data quality and ensure compliance.