Data Governance

Healthcare data governance is the framework that controls how clinical, claims, and member data is accessed, transformed, and used — covering HIPAA compliance, audit trails, access policies, lineage tracking, and the consent and segmentation rules that vary by payer, provider, and state. Without it, AI systems are unauditable; with it, every model output can be traced to its source data, the policy it applied, and the human who reviewed it. Penguin Ai treats governance as architecture, not a compliance overlay — every data point in the platform carries source, timestamp, transformation history, and trust score by default.