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AI Identity Governance Software

Govern the New Workforce of AI Identities

AI agents, copilots, autonomous workflows, and AI-powered applications increasingly operate as enterprise identities.

BigID helps organizations discover, govern, and reduce risk across the growing population of AI-powered identities by connecting permissions, ownership, activity, and sensitive data exposure.

See AI Identity Governance in Action Explore AI Access Governance

The AI Identity Shift

AI Adoption Creates AI Identities

For decades, identity programs focused on people and systems. Now organizations face a new challenge.

AI agents increasingly operate independently across cloud environments, enterprise applications, SaaS platforms, APIs, and sensitive data repositories.

Every AI deployment introduces another identity that must be discovered, governed, and monitored.

AI identities require governance.

Human Users

Employees, contractors, partners, and privileged users.

Applications

SaaS platforms, business systems, and connected tools.

Machine Identities

Service accounts, APIs, workloads, certificates, and automation.

AI Identities

AI agents, copilots, LLM-powered applications, and autonomous workflows.

AI Identity Governance

The AI Identity Gap

Most organizations can point to the AI tools they approved. Far fewer can identify the AI identities those tools create, the permissions they inherit, or the sensitive data they can reach.

What Organizations Know

  • Which AI tools were approved
  • Which models are deployed
  • Which vendors are used
  • Which AI initiatives passed review
?

What Organizations Often Miss

  • Which AI identities exist
  • Who owns each AI identity
  • What permissions they inherited
  • What sensitive data they can access
  • Which actions they can perform

The gap between AI deployment and AI governance is where risk grows.

AI Identity Lifecycle

Govern AI Identities from Creation to Retirement

AI identities need governance from the moment they appear to the moment they retire. BigID helps teams discover, inventory, assign ownership, analyze permissions, connect data context, prioritize risk, and govern continuously as AI systems evolve.

01

Discover

Find AI agents, copilots, workflows, and AI-powered applications across environments.

02

Inventory

Create a centralized view of AI identities, systems, roles, and associated metadata.

03

Assign Ownership

Connect AI identities to owners, teams, business units, and accountability controls.

04

Analyze Permissions

Reveal inherited access, excessive permissions, and actions AI identities can perform.

05

Connect Data Context

Identify exposure to sensitive, regulated, confidential, and business-critical data.

06

Prioritize Risk

Focus remediation on AI identities that create the highest exposure and business impact.

07

Track & Govern

Monitor changes as AI identities evolve, expand access, and interact with new systems.

Govern AI identities from creation through retirement.

BigID Capabilities

How BigID Governs AI Identities

BigID connects AI identities, ownership, permissions, activity, and sensitive data context to help teams discover AI-driven access, understand risk, and govern AI identities across the enterprise.

01

Discover AI Identities

Find AI agents, copilots, autonomous workflows, AI-powered applications, service accounts, APIs, and machine-driven identities operating across environments.

Explore AI Agent Governance →
02

Inventory AI Systems

Create a centralized view of AI identities, associated systems, applications, owners, permissions, metadata, and business context.

Explore Machine Identity Security →
03

Map AI Permissions

Understand inherited access, excessive permissions, connected applications, API access, and actions AI identities can perform.

Explore AI Access Governance →
04

Connect Data Context

See which AI identities can access sensitive, regulated, confidential, proprietary, and business-critical data across enterprise environments.

Explore Data Access Governance →
05

Prioritize AI Identity Risk

Rank AI identity risk based on sensitive data exposure, permission severity, activity, ownership gaps, identity type, and business impact.

Explore Identity Risk Detection →
06

Guide Governance Actions

Help teams assign ownership, reduce excessive access, enforce policies, investigate risky identities, and delegate remediation to the right owners.

Explore Remediation →

Why BigID

Why BigID Is Different

Most platforms stop at AI visibility. BigID connects AI identities to ownership, permissions, activity, sensitive data, and business impact so teams can govern the risk behind AI.

Most Platforms See

AI Tools

They track approved systems, models, vendors, and usage patterns.

BigID Sees

AI identities, inherited permissions, owners, activity, sensitive data exposure, and business impact.

Most Platforms Inventory

AI Assets

They catalog tools without showing how AI identities change risk.

BigID Governs

AI identity lifecycle, ownership, accountability, permission changes, sensitive data exposure, and remediation priority.

Most Platforms Monitor

Models

They focus on model behavior, policy checks, and AI usage controls.

BigID Prioritizes

AI identity risk, excessive access, sensitive data exposure, ownership gaps, and governance actions.

BigID governs the identities behind AI, not just the models.

Beyond AI Identity Governance

Traditional AI Governance vs.AI Identity Governance

Traditional AI governance focuses on models, policies, and usage. AI Identity Governance focuses on the identities AI systems create, the permissions they inherit, and the risk they introduce across enterprise environments.

Traditional AI Governance

Model-Centric Focuses on AI models, model behavior, and model governance.
Policy-Centric Helps define acceptable AI use, review processes, and compliance guardrails.
Usage-Centric Tracks which AI tools and models teams use across the organization.
Compliance-Centric Supports AI oversight programs, risk documentation, and governance workflows.

BigID AI Identity Governance

Identity-Centric Discovers AI agents, copilots, autonomous workflows, AI-enabled applications, and machine-driven identities.
Ownership-Centric Establishes accountability by connecting AI identities to owners, teams, and business context.
Permission-Centric Reveals inherited permissions, excessive access, and actions AI identities can perform.
Data-Centric Connects AI identities directly to sensitive data exposure, business impact, and remediation priority.

AI governance focuses on AI systems. AI Identity Governance focuses on the identities those systems create.

AI Identity Governance

Questions Security Teams Need Answered

AI creates identities. BigID gives security teams the answers they need to govern them with confidence.

⌕

Which AI identities exist?

Discover AI agents, copilots, autonomous workflows, and AI-powered systems across all environments.

◎

Who owns AI identities?

Establish accountability by connecting AI identities to owners, teams, and business context.

▣

What can AI identities access?

Understand permissions, inherited privileges, and the actions AI identities can perform.

!

Which AI identities create risk?

Prioritize risk based on sensitive data exposure, excessive access, and business impact.

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How do AI identities change over time?

Monitor lifecycle changes, access expansion, and behavior continuously as AI systems evolve.

Resources

Explore More on AI Identity Governance

Learn how AI agents, copilots, autonomous workflows, and AI-powered systems create new identity risks — and how to govern them with confidence.

AI Identity Governance Software FAQs

What is AI Identity Governance Software?
AI Identity Governance software helps organizations discover, inventory, monitor, and govern AI-powered identities across enterprise environments.
What are AI identities?
AI identities include AI agents, copilots, autonomous workflows, AI-enabled applications, AI service accounts, and LLM-powered systems.
How does BigID discover AI identities?
BigID identifies AI-powered systems across cloud, SaaS, enterprise applications, APIs, and connected environments.
Why is ownership important for AI identities?
Ownership helps organizations establish accountability, review permissions, and govern AI systems throughout their lifecycle.
How does BigID differ from traditional AI governance tools?
Traditional AI governance focuses on models and policies. BigID connects AI identities directly to permissions, ownership, activity, and sensitive data exposure.
Can BigID connect AI identities to sensitive data?
Yes. BigID helps organizations understand what sensitive data AI identities can access and prioritize risk accordingly.

AI Identity Governance

Govern AI Identities Before They Become Invisible Risk

Discover AI identities, establish ownership, understand permissions, connect access to sensitive data, and reduce AI-driven risk with BigID AI Identity Governance.

Request a Demo Explore AI Agent Governance

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