--- title: "AI Governance Platform: Govern Data in LLMs & Generative AI | BigID" description: BigID's AI governance solution helps organizations classify training data, prevent sensitive data leakage into LLMs, and comply with the EU AI Act and NIST AI RMF. Take a self-guided product tour. image: https://home.bigid.com/hubfs/Screenshot%202024-10-03%20at%2011.41.17%20AM.png --- [![bigid-logo](https://home.bigid.com/hubfs/bigid-horizontal.png)](https://bigid.com/) [GET A DEMO](https://home.bigid.com/demo) SELF-GUIDED TOUR # **AI Governance: Control the Data That Powers Your AI** Every LLM your organization deploys is only as safe as the data behind it. BigID's AI governance platform gives you the discovery, classification, and policy controls to ensure only the right data enters your AI pipelines. **Recognized as the #1 data security, compliance, and AI data governance solution** ![2025\_CRN-Security-100](https://home.bigid.com/hs-fs/hubfs/2025_CRN-Security-100.jpg?width=1149&height=2011&name=2025_CRN-Security-100.jpg) ![Cybersecurithy Excellence Award](https://home.bigid.com/hs-fs/hubfs/Cybersecurithy%20Excellence%20Award.png?width=610&height=773&name=Cybersecurithy%20Excellence%20Award.png) ![2025 Tech Innovation CUBEd Awards finalist for Top Data Protection Innovation](https://home.bigid.com/hs-fs/hubfs/2025%20Tech%20Innovation%20CUBEd%20Awards%20finalist%20for%20Top%20Data%20Protection%20Innovation.png?width=225&height=225&name=2025%20Tech%20Innovation%20CUBEd%20Awards%20finalist%20for%20Top%20Data%20Protection%20Innovation.png) ![Top-Infosec-Innovator-Winners-2025\_001-768x675](https://home.bigid.com/hs-fs/hubfs/Top-Infosec-Innovator-Winners-2025_001-768x675.png?width=768&height=675&name=Top-Infosec-Innovator-Winners-2025_001-768x675.png) ![AI Excellence Awards](https://home.bigid.com/hs-fs/hubfs/AI%20Excellence%20Awards.png?width=1175&height=1174&name=AI%20Excellence%20Awards.png) WHY AI GOVERNANCE MATTERS NOW # The AI Data Risk Gap Is Widening High-profile incidents have made clear the stakes of ungoverned AI data. In 2023, Samsung engineers inadvertently leaked proprietary source code by inputting it into ChatGPT — one of dozens of enterprise AI data incidents that year. Microsoft Copilot deployments have exposed internal communications in organizations without proper access controls in place. Based on BigID's AI Risk & Readiness Report, which draws on insights from hundreds of security, compliance, and data leaders, the key findings are clear: - 72% of enterprises have deployed generative AI tools without a formal governance policy - 61% of security leaders say they don't have full visibility into what data their AI models are training on - Regulatory penalties for AI-related data violations are expected to begin enforcement in the EU in 2025 **AI is moving faster than governance. BigID closes the gap.** ## Discover & Classify AI Training Data **Know what data is feeding your models — before you deploy.** BigID automatically discovers and classifies all data across your environment, including unstructured data, cloud data, SaaS platforms, and on-prem repositories, to give you a complete picture of what's entering your AI training pipelines. Identify PII, IP, financial records, credentials, and other sensitive data before it becomes a model liability. ![discovery-dash](https://home.bigid.com/hs-fs/hubfs/discovery-dash.png?width=2000&height=1368&name=discovery-dash.png "discovery-dash") ![data-overview (1)-1](https://home.bigid.com/hs-fs/hubfs/data-overview%20(1)-1.webp?width=2000&height=1368&name=data-overview%20(1)-1.webp "data-overview (1)-1") ## Govern Generative AI Inputs & Outputs **Control what data enters your LLMs and what information they can surface.** BigID lets you define and enforce rules for what data can be used in AI inputs — preventing sensitive records from entering model training sets or prompt contexts. Monitor AI data flows in real time and alert security teams when high-risk data is detected in AI pipelines, before it becomes a model liability. ## Stay Compliant with AI Regulations **Meet EU AI Act, NIST AI RMF, ISO 42001, and GDPR requirements for AI data.** AI regulation is accelerating globally. BigID's AI governance capabilities align with: - **EU AI Act:** Data governance requirements for high-risk AI systems, including data quality, documentation, and transparency obligations - **NIST AI RMF:** The Govern function — establishing policies, accountability, and risk management processes for AI - **ISO 42001:** AI management system standards for responsible AI development and deployment - **GDPR / CPRA:** Lawfulness of processing requirements as applied to AI training data containing personal information ![compliance-dash](https://home.bigid.com/hs-fs/hubfs/compliance-dash.png?width=2000&height=1368&name=compliance-dash.png "compliance-dash") ![data-overview (1)-1](https://home.bigid.com/hs-fs/hubfs/data-overview%20(1)-1.webp?width=2000&height=1368&name=data-overview%20(1)-1.webp "data-overview (1)-1") ## Detect Shadow AI & Unauthorized Data Use **Find the AI tools your employees are already using — and the data they're exposing.** Shadow AI, employees using unsanctioned AI tools with corporate data, is one of the fastest-growing enterprise data risks. BigID helps organizations identify unauthorized AI usage patterns, discover what data is being exposed through shadow AI tools, and enforce governance policies before incidents occur. ## Talk to a BigID AI Governance specialist today See how BigID can help organizations like yours extend data governance and security to modern conversational AIs and LLMs. © 2026 BigID All rights reserved [Privacy Notice](https://bigid.com/privacy-notice/)