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AI governance from the data up

Govern every AI model, every agent, and the data behind them

BigID finds the AI running across your enterprise, sanctioned and shadow, maps the data each system trains on, retrieves, and reaches, and turns your AI policy into controls enforced at the data layer, with audit-ready evidence for the EU AI Act, NIST AI RMF, and ISO/IEC 42001.

  • One inventory for every model, agent, and copilotSanctioned and shadow AI across cloud AI runtimes, SaaS, code, and vendor tools, each with an owner, a purpose, and the data it reaches.
  • Policy that runs as a controlAcceptable use, access, and accountability rules enforced on prompts, agents, and training data, then recorded in the GRC tool you already report from.
  • Prove compliance to auditors and regulatorsRisk assessments, training data lineage, and audit trails mapped to the frameworks you report against.
Trusted by teams atFiservUniversity of MarylandU.S. ArmyTelenor

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Company of the YearFrost & Sullivan 2025, AI Governance
Leader, QKS SPARK MatrixAI Governance
Gartner AI TRiSMNamed in the 2025 Market Guide
Framework-mappedEU AI Act, NIST AI RMF, ISO/IEC 42001
Never copies or moves dataScans in place, 100% agentless
Runs fully air-gappedEvery capability, from SaaS to disconnected
Where AI governance programs start

Pick the AI question already on your desk

Most programs begin with one urgent question from a board, a regulator, or an AI steering group. Choose yours to see how BigID answers it.

How the program runs

Govern AI from inventory to evidence

AI governance works as a loop: know what you run, set the rules, apply them where the data lives, and watch for drift. Each pass leaves behind the inventory, assessments, lineage, and audit trail a regulator asks for.

Assess

Know what you're running

Every model, agent, and pipeline, and every data source feeding them, before a single policy is written.

Define

Set the rules early

Acceptable use, access controls, accountability, and behavioral standards, mapped to the frameworks you answer to.

Policy becomes a control hereEnforce

Apply them at the data and model layer

Guardrails on prompts, least privilege for agents, and clean, compliant data before training, with violations tasked for remediation.

Monitor

Keep pace with drift

Continuous discovery and assessment as models, data, and regulations change, so posture stays current between audits.

Audit-ready evidence

AI inventory and owners, risk assessments, training data lineage, and access and activity trails, ready for regulators, auditors, and your GRC tool.

Your GRC tool stays the system of record

BigID applies the controls where the data and models live, then feeds the evidence back, so the policy document and the running estate say the same thing.

Runs where your AI runs

Multi-tenant SaaS to fully air-gapped, with every capability in every mode. BigID scans in place and never copies or moves your data.

Why AI governance starts with data

Every AI governance question comes back to the data

For most companies, data risk is the largest part of AI risk. BigID governs the models and the data underneath them together, so each answer below comes from the running estate.

What AI are we running?

Models, agents, copilots, vendor AI, AI libraries in code, and MCP servers, sanctioned or shadow, each with an owner and a purpose.

What data does it train on and reach?

Sensitive and regulated data classified across training sets, vector stores, files, and prompts, with lineage from source to output.

Can we prove it's under control?

Risk assessments, enforced policy, and audit trails mapped to the EU AI Act, NIST AI RMF, and ISO/IEC 42001.

Run AI governance from the AI tools you already use

With AgentIQ, BigID's agentic automation layer, your team can investigate, assess, and enforce AI policy by asking in plain language, with guardrails and BigID's data intelligence underneath.

ClaudeChatGPTCopilotGeminiYour own agentsBigID agents
Results teams have seen

What BigID looks like in production

$5M+University of Maryland

Reduction in risk exposure across 2.5PB of cloud storage, with 27,000+ PII records found and remediated in Google Drive, O365, and Box.

Read the story
96.5%Intuit classification challenge

Weighted precision and recall on a 40,000+ record dataset, first among 20 vendors. Classification is what decides which data is safe to train on.

See the results
2.3M+Global insurance provider

Files, plus 571K+ emails, classified and remediated after an audit finding.

See customer results
100M+International insurance organization

Files brought under lifecycle policy, with redundant and obsolete data retired before AI can learn from it or surface it.

See customer results
Fiserv

Runs BigID as its data intelligence and policy control plane across a global financial services estate.

Read how Fiserv uses BigID
Also trusted byU.S. ArmyTelenorUniversity of MarylandFiserv
The analyst record

Recognized for AI governance, trusted with the data underneath it

Company of the YearFrost & Sullivan 2025, AI Governance.
LeaderQKS SPARK Matrix: AI Governance.
Named in the AI TRiSM Market GuideGartner 2025.
30+ Hype Cycle mentionsGartner 2025, including Security, Privacy, and AI SPM.
LeaderThe Forrester Wave: Sensitive Data Discovery and Classification, Q2 2026. Highest possible score in 11 criteria.
#1 in classification accuracyIntuit's 20-vendor data classification challenge.
Leader across DSPM researchOmdia, CB Insights, TAG, GigaOm, and Frost & Sullivan.
Leader in privacy managementThe Forrester Wave: Privacy Management and IDC MarketScape: Privacy Compliance.
“BigID gives me better visibility into sensitive data, helps prioritize security protections, reduces attack surfaces, strengthens compliance, and increases operational efficiency overall, a strategic pillar of our AI-First Cybersecurity Transformation.”
CISO, Global Healthcare Company

Also recognized: CRN Security 100 (2025), Cybersecurity Excellence Awards, Top Infosec Innovators 2025, AI Excellence Awards.

Before you book

What governance, privacy, and security leaders ask first

Have another question? Add it to the form notes.

Want the research first?

The Ungoverned Enterprise: where agentic access has outrun the controls meant to govern it, and which gaps close first.

Get the 2026 research report
Can I see BigID on my own data?

Yes. You can run a free risk assessment scoped to the data sources you pick and review the findings with a BigID specialist.

We already have an AI policy and a GRC tool. What does BigID add?

The layer that makes the policy true. Your GRC tool records the controls. BigID applies them where the data and models live, with guardrails on prompts, least privilege for agents, and compliance checks before training, then feeds the evidence back to the GRC record.

Does this cover AI we didn't build, like copilots and vendor models?

Yes, and that's usually where the inventory grows fastest. BigID discovers copilots, assistants, vendor AI, AI libraries in code, and MCP servers alongside in-house models, then assesses each against the same framework.

Which frameworks does BigID map to?

The EU AI Act, NIST AI RMF, and ISO/IEC 42001, alongside GDPR and CCPA. You can build and track your own controls next to them, and BigID reassesses continuously, so a new requirement becomes a new control on an inventory you already have.

How does BigID govern AI agents?

Each agent is treated as an identity with an owner. BigID maps it to the data it accesses and the tools it invokes, enforces least privilege by data sensitivity and business context, monitors its activity in real time, and can revoke access automatically.

Can we govern AI without data, prompts, or findings leaving our environment?

Yes. The same BigID runs on-prem, in private cloud, and fully air-gapped, with the control plane, audit logs, and AI prompts kept inside your boundary and your own approved models powering BigID's AI.

Does BigID copy or move our data?

No. BigID scans data in place, inside your environment, and never copies or moves it. That holds in every deployment, from SaaS to fully air-gapped.

How is BigID priced?

Pricing follows the use cases and environment you start with. Your specialist will walk through options once they understand your scope.

Ready to get started?

Talk to a BigID AI governance specialist about the models, agents, and data you need to govern.

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