In July’s edition of the Data Intelligence Dispatch, a clear theme emerges: responsible AI innovation is only possible when grounded in strong data governance, cataloging, and lineage systems. Collibra’s acquisition of Raito marks a major leap forward, unifying data and AI governance through a single platform that enhances traceability, access control, and model oversight. Across the public and private sectors, organizations are recognizing that trustworthy AI outcomes require high-quality, well-governed data—making metadata management, lineage automation, and AI-enhanced catalogs mission-critical. Key insights this month emphasize how data lineage boosts business confidence, how AI is reshaping both BI and governance workflows, and why global privacy regulations are raising the bar for compliance. Together, these developments position data intelligence not just as an enabler of AI, but as the foundation of enterprise innovation, risk mitigation, and strategic advantage.