THE AI DATA RISK

The Biggest AI Security Risk is Data

AI amplifies sensitive data exposure at unprecedented speed and scale.

Sensitive data everywhere

Sensitive Data Flows Into AI

Employees can upload prompts, files, screenshots, and business data into GenAI tools, including unsanctioned shadow AI.

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Approved AI Can Overreach

Copilots and agents can inherit broad access, retrieve sensitive data, and assemble context no single user was meant to see.

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Policies Are Hard to Enforce

AI governance policies only work if teams know what data AI is using, whose data it is, and whether that use should be allowed or blocked.

WHAT WE DO

Find AI Data Risk. Take Action. Prove Control.

Lightbeam identifies the sensitive data AI interacts with, understands whose data it is, and takes action to reduce risk and exposure.

AI risk starts with the data it can reach.

Lightbeam maps sensitive data to identity, purpose, and risk, then enforces guardrails for AI use.

  • . Assess AI data risk
  • . Block unauthorized AI use
  • . Redact sensitive AI exposure
  • . Revoke risky access
  • . Minimize unnecessary data
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STOP
Stop Shadow AI

Discover unauthorized AI use and block sensitive data from flowing into unsanctioned GenAI tools, copilots, and AI apps.

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SECURE
Apply AI Data Security Policies

Classify, label, and control sensitive data so approved AI tools use the right data safely.                                     |

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ENFORCE
Enforce Least Privilege AI Access

Reduce excessive access for users, applications, copilots, agents, and third-party SaaS AI before AI amplifies exposure.

Beyond Traditional AI Security

Lightbeam inspects AI interactions in real time, connects them to the Data Identity Graph, and takes action to block, redact, remediate, or audit sensitive data exposure.

The Lightbeam Advantage

  • Real-Time AI Data Security

    Inspect AI prompts, files, responses, and attachments, then block, redact, warn, allow, or audit based on policy.

  • Data Identity Graph Context

    Understand whose sensitive data is involved, who or what can access it, and whether that AI use is allowed by policy.

  • Automated Risk Reduction Actions

    Revoke risky access, minimize exposed data, and reduce the AI risk surface automatically.

  • Petabyte-Scale AI Governance

    Continuously monitor and govern all sensitive data in the enterprise across structured and unstructured data environments.

Traditional Industry Approach

  • AI Traffic Visibility

    Tools may monitor AI prompts or applications, but often lack the data context needed to make precise policy decisions and take action.

  • Limited Data Context

    Policies often rely on patterns, data types, or keywords without knowing whose data is exposed or why it matters to the business.

  • Findings Without Remediation

    Teams see alerts or recommendations, but must manually fix access, sharing, retention, and exposure risks.

  • Limited Enterprise Scale

    Tools often rely on sampling or become cost-prohibitive when monitoring sensitive data continuously across petabyte-scale environments.

The solutions we deliver

AI Guardrails That Reduce Data Risk

Lightbeam helps security, privacy, and governance teams take action on the data risks AI can amplify.

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AI Security

Discover shadow AI, inspect prompts and files, block sensitive data exposure, redact risky AI interactions, and audit every policy action.

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Data Security Posture Management

Find sensitive data, understand risk, and reduce exposure across cloud, SaaS, and on-prem environments.

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Access Governance

Revoke excessive access so users, applications, copilots, and AI agents only reach the sensitive data they need.

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Data Classification

Classify, label, and govern sensitive data for security, privacy, and AI use.

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Privacy Operations

Connect sensitive data to identity, purpose, consent, retention, and regulatory obligations.

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Data Retention

Minimize stale, redundant, and risky data before AI can use or expose it.

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Breach & Ransomware

Understand whose data is exposed and reduce the blast radius of data incidents.

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Insider Risk

Detect risky access, sharing, and data exposure before it becomes a business problem.

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Gartner Peer Insights

"They have been very helpful with getting everything set up and have gone above and beyond to meet the needs of our organization and security posture. They continue to make changes and improvements based on feedback."

Manager, Legal and Compliance

Education

Regulations we help you meet

Protecting Data and People in the AI Era

Lightbeam helps teams prove how sensitive data is governed, protected, and used across AI, privacy, and compliance workflows.

Customers

Why Leaders Choose Lightbeam

 

  • Information Technology
  • Fintech
  • Financial Services
  • Technology
  • Healthcare

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Vendors evaluated before selecting Lightbeam

2 Hrs

Deployed in GCP and scanning within 2 hours

“Lightbeam gives us the ability to scan, classify, categorize, and label data so we can ensure that data does not go into areas it does not need to, including AI models.”

Patrick McKinney VP of Security, Invisible Technologies
Resources

Key Resources & Upcoming Events

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Upcoming Event

October 26, 2026 | Austin, TX, US

FS-ISAC- 2026 Americas Fall Summit

Lightbeam will be at FS-ISAC Fall Summit 2026, and we’d love to meet you there. Visit Lightbeam at booth #59

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Blog

Why Your Risk Score Should Be Your First Security Metric

Security teams are burning out. Not because they lack skill, strategy, or commitment, but because they're stuck fighting a rigged game.

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Report

Unlocking the Power of AI

AI fuels growth, but 72% cite data exposure as the top risk, demanding better security, governance, and privacy controls.

G2 Crowd

Read what others are saying

G2 Crowd

"Lightbeam is an excellent data privacy automation platform I've used for a few months. What I like best is its ability to help me automate privacy compliance and security tasks, and provide a 360-degree view of sensitive data sprawl. The platform's user interface is also easy to use and navigate, even for someone who's not very tech-savvy like myself."

Sudesh R. Competitive Programming Lead
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Ready to reduce AI data risk?

See what sensitive data AI can reach, whose data is exposed, and which actions will reduce risk fastest.