BigID helps organizations discover AI assets, understand the data behind AI, enforce governance policies, monitor lineage, reduce risk, and prove compliance across models, agents, copilots, prompts, datasets, and pipelines.
Operationalize AI TRiSM with data intelligence, access context, policy controls, risk assessment, and audit-ready evidence across the full AI lifecycle.
AI can only be governed when
the data behind it is understood.
BigID connects AI systems to the sensitive data, permissions, identities, lineage, policies, ownership, and risk signals behind them so teams can move from AI principles to operational AI governance.
Inventaire des actifs d'IA
Discover models, agents, copilots, prompts, vector databases, datasets, pipelines, and shadow AI across the enterprise.
Lignée de données
Map how sensitive data flows through AI training, tuning, inference, retrieval, prompts, and downstream workflows.
Application de la politique
Enforce governance policies across AI access, sensitive prompts, data usage, model workflows, and AI responses.
Preuves d'audit
Document AI risk, controls, lineage, ownership, policy decisions, and remediation for compliance and accountability.
AI Governance Lifecycle
Govern AI from inventory
to evidence.
BigID helps teams operationalize AI governance across every stage of the AI lifecycle, from discovery and risk assessment to policy enforcement, remediation, and reporting.
01
Découvrir
Inventory AI models, agents, datasets, prompts, vector stores, pipelines, copilots, and third-party AI.
02
Carte
Connect AI systems to sensitive data, ownership, lineage, identities, permissions, and business context.
03
Évaluer
Score AI risk based on data sensitivity, access, usage, policy violations, exposure, and compliance impact.
04
Imposer
Apply policies for AI access, prompt controls, response guardrails, data usage, and remediation workflows.
05
Prouver
Generate audit-ready evidence for AI governance, risk management, accountability, and regulatory reporting.
Capacités de BigID
Opérationnaliser l'IA TRiSM
with Data Intelligence.
BigID brings together AI asset discovery, data classification, access governance, policy enforcement, lineage, risk scoring, and remediation to support enterprise AI governance.
Effective AI governance requires visibility into AI systems, the data they use, the policies they violate, and the evidence required to prove control.
What AI systems exist?
Discover sanctioned and shadow AI models, agents, prompts, copilots, applications, datasets, and pipelines.
What data powers AI?
Map sensitive, regulated, confidential, proprietary, and toxic data used by AI systems and workflows.
Who can access AI data?
Connect AI usage to identities, permissions, ownership, access paths, and overexposure risk.
Which policies apply?
Apply policies for sensitive prompts, response guardrails, access controls, data use, retention, and compliance.
Where is risk highest?
Prioritize risk based on sensitive data exposure, usage, lineage, access, ownership, and business impact.
Can we prove control?
Generate evidence for AI governance, compliance reporting, audits, risk reviews, and accountability workflows.
AI Governance Outcomes
Move From AI Visibility
to AI Control.
BigID helps teams close the gap between AI governance policies and real-world AI risk by connecting AI assets to data, access, lineage, controls, remediation, and evidence.
Classify and map sensitive, regulated, confidential, proprietary, and toxic data used across AI training, retrieval, prompting, and inference.
✓
Reduce AI policy violations
Identify risky AI access, sensitive prompt exposure, data misuse, lineage gaps, and policy violations before they become compliance or security issues.
✓
Prove AI governance
Generate audit-ready evidence for AI asset inventory, data lineage, access controls, risk assessments, remediation, and policy enforcement.
FAQ
AI Security and Governance,
Expliqué
Learn how BigID helps organizations govern AI systems, reduce AI risk, enforce policies, and prove compliance from the data layer up.
What is AI security and governance?
AI security and governance is the practice of discovering AI systems, understanding the data they use, controlling access, enforcing policies, reducing risk, and documenting compliance across the AI lifecycle.
How does BigID support AI governance?
BigID supports AI governance by discovering AI assets, mapping AI data lineage, classifying sensitive data, assessing AI risk, enforcing policies, and generating audit-ready evidence.
How is this page different from BigID’s AI Security page?
This page focuses on governance, policy enforcement, AI TRiSM, lineage, compliance, and accountability. The AI Security page focuses more on operational security risks such as AI access, AI identities, agents, shadow AI, and remediation.
Can BigID discover shadow AI?
Yes. BigID helps discover unsanctioned AI tools, models, agents, prompts, datasets, vector databases, and third-party AI usage that may operate outside approved governance processes.
How does BigID help enforce AI policies?
BigID helps enforce policies across AI access, sensitive prompts, data usage, response controls, model workflows, permissions, and remediation actions.
Comment BigID prend-il en charge la conformité en matière d'IA ?
BigID supports AI compliance by providing AI asset inventory, data lineage, sensitive data classification, risk assessment, policy evidence, ownership, and audit-ready reporting.
BigID AI Security & Governance
Govern AI With Confidence.
Starting With Data.
BigID helps organizations discover AI assets, govern AI data, enforce policies, reduce risk, and prove compliance across models, agents, copilots, prompts, datasets, and pipelines.
