Overview

Atlan AI Governance is a SaaS platform embedded within the Atlan active metadata solution that enables organizations to secure, monitor, and manage AI models and applications throughout their lifecycle. It centralizes AI asset registration and discovery, supports automated intake and contextual metadata tagging, facilitates policy creation and enforcement, and provides traceability and risk assessment at scale. Built on a single metadata control plane, it unifies visibility, governance, and compliance while accelerating adoption and innovation.

Features and Capabilities

• **Centralized AI Asset Management: **Register, discover, and catalog AI models and applications in a unified inventory with custom metadata and business context for visibility and traceability.
• **Automated Intake & Discovery: **Automatically capture AI assets from connected ML/AI platforms and ingest metadata for comprehensive lifecycle tracking.
• **Policy Management & Enforcement: **Define, manage, and enforce governance policies for models (e.g., drift, ethics, compliance), with audit trails and alerts for non‑compliance.
• **Lifecycle & Version Control: **Track full model lifecycle—from creation through deployment and retirement—with versioning and history.
• **Risk & Compliance Assessment: **Assess risk levels, monitor regulatory compliance such as fairness, transparency, and audit readiness across AI assets.
• **Embedded Workflows & Approvals: **Configure governance workflows for approvals, change requests, and stakeholder coordination integrated with enterprise systems.
• **Metadata Control Plane: **Leverages a shared metadata layer to unify lineage, context, cataloging, and policy data, strengthening governance and traceability.
• **Collaboration & Context: **Connect humans, data, and AI systems through shared context and curated metadata, empowering cross‑team governance adoption.