Generative AI’s reliance on unstructured data—emails, documents, videos, code—demands robust governance to avoid security, privacy, and compliance risks. Komprise’s SPLOG framework (Security, Privacy, Lineage, Ownership, Governance) guides safe use, supported by visibility, segmentation, auditing, and employee guardrails. Key tactics include automated policy enforcement, continuous monitoring, and AI workflows for data curation. Organizations may also adopt a CAM (Curate, Audit, Move) approach to build private AI models for maximum control, balancing cost with protection of IP and sensitive data.

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