Inventory and understand all AI models and assets across the enterprise

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  • Automatically detect AI models, copilots, and third-party tools in use — sanctioned or not

  • Maintain a centralized, continuously updated inventory of AI systems and associated data

  • Track where models are deployed, what data they use, and how they’re being applied

  • Define and enforce role-based access to training data, prompts, outputs, and models

  • Identify and mitigate over-permissioned users and shadow AI use

  • Limit AI access to only approved, compliant, and purpose-aligned datasets

  • Apply governance controls from data ingestion through model deployment and use

  • Monitor for AI-specific risks: bias, data leakage, policy violations, and unauthorized use

  • Automate compliance with global frameworks like NIST AI RMF, EU AI Act, and ISO 42001

AI Asset Inventory

Automatically discover and catalog your AI models, training sets, datasets, copilots, and AI-driven applications across cloud, SaaS, and on-prem environments.

Training Data Discovery and Classification

Identify and classify the sensitive, regulated, or critical data feeding into AI models – ensuring responsible AI from the ground up.

AI Access Management

Control and monitor who can access models, training datasets, and AI pipelines. Enforce least privilege and zero trust across AI environments.

Shadow AI Detection

Uncover unauthorized AI activity, rogue copilots, and hidden model deployments that could introduce risk or violate policies.

AI Security and Privacy Governance

Govern AI-specific policies for privacy, data residency, security, and regulatory compliance—including emerging frameworks like the EU AI Act, NIST AI RMF, and ISO/IEC 42001.

AI Risk Detection and Remediation

Surface exposures like overexposed training data, insecure access, or bias-prone datasets—and take action to remediate issues before they escalate.

Lineage and Explainability

Track the origin, evolution, and usage of training data and models—supporting transparent, explainable AI practices for audits, compliance, and governance.

Monitor and Remediate

Alert and take action on  access violations, shadow AI risks, policy breaches, and emerging threats to your AI environments.

Turn AI Trust and Risk Management Into a Strategic Advantage.

Enable trusted, responsible, and resilient AI innovation with BigID's AI TRiSM.

See it in Action