Deeploy’s AI registry provides comprehensive oversight of all AI models across your organization with built-in compliance tracking and risk management.
An AI registry is a centralized system that catalogs and manages all AI models within an organization. It provides visibility into model deployments, tracks compliance status, and maintains essential documentation for governance and regulatory requirements. Deeploy’s AI registry transforms scattered AI initiatives into a managed, transparent ecosystem where every model is tracked, documented, and controlled.
Without proper registry management, organizations face significant risks and operational inefficiencies. Shadow AI deployments create compliance gaps, duplicated efforts waste resources, and lack of visibility prevents effective risk management. Models deployed without proper oversight can violate regulations, introduce bias, or fail unexpectedly, leading to costly remediation and potential regulatory penalties.
AI registries address critical visibility gaps that plague organizations deploying multiple AI systems. Teams often deploy models independently without central oversight, creating blind spots that expose organizations to compliance violations, performance issues, and operational risks. A comprehensive AI registry provides the foundation for responsible AI governance by ensuring every model is documented, monitored, and compliant with evolving regulations.
About AI Registry
An AI registry specifically tracks AI model metadata, training data, performance metrics, compliance status, and regulatory requirements that standard software inventories don’t capture.
While model registries focus on technical model versions, AI registries provide broader governance including compliance status, risk assessments, business context, and regulatory requirements.
Yes, AI registries are essential for EU AI Act compliance as they provide the documentation, risk classification, and audit trails required by the regulation.
Deeploy organizes models by workspaces and owners, providing clear ownership structure while offering overview of compliance status, risk levels, and complete documentation across the organization.
Deeploy allows you to register any AI model running in your organization, whether deployed directly on Deeploy or hosted elsewhere. You can connect models from platforms like AWS Sagemaker, Azure ML, Databricks, Hugging Face, creating a unified registry without disrupting existing workflows.
