Relyance AI Governance Solution is a platform designed to govern and secure AI usage across the full AI lifecycle, from model discovery through deployment. It targets organizations dealing with unmanaged ("shadow") AI tools and agentic AI systems that operate outside of IT oversight. The platform is built around a proprietary Data Journeys™ technology that tracks data flows from source code through to AI models in real time, rather than relying on periodic or point-in-time scans. This enables continuous monitoring of how data moves into and out of AI systems. Core capabilities include: - AI Inventory management for both first-party and SaaS-based AI applications - AI Security Posture Management (AI-SPM) to identify and remediate AI-specific risks - AI Data Lineage tracking for training and runtime data flows - AI Regulatory Compliance mapping and automation across multiple jurisdictions - Third-Party AI Risk Assessment for externally sourced AI tools and models - Shadow AI Detection and Onboarding to bring unmanaged AI usage into governance workflows The platform unifies data governance and AI governance, providing visibility into what data enters AI models and what those models produce. It monitors for data drift, bias, and compliance violations on a continuous basis rather than through scheduled audits. It is positioned for use by security, compliance, and engineering teams in organizations that are actively deploying AI features and need to maintain regulatory compliance without slowing development velocity.