AI Data Security
Secure Text to Analytics. for Sensitive Data.
Turn natural language into secure, compliant insights—so you can safely use AI on sensitive data. Protegrity enforces data protection policies at query time, ensuring every result is safe by design.
Trusted to Protect Sensitive Data
Leading organizations rely on Protegrity to enable Secure Text to Analytics—unlocking AI insights without exposing sensitive data.
The Problem
AI Can Query Your Data—But It Can’t Protect It
AI makes it easy to query your data using natural language—but it introduces serious risk when that data is sensitive. Without protection, text to analytics becomes a data risk.
That’s why most organizations limit AI access to non-sensitive data—slowing adoption and reducing value. AI-generated queries can:
Bypass Data Access Controls
AI-generated queries can ignore role-based restrictions—accessing sensitive data users aren’t authorized to see.
Expose Regulated or Confidential Data
Sensitive data can be returned directly in query results—creating immediate compliance, security, and data exposure risk.
Operate Without Enforcing Policy
Without enforcement at query time, AI-generated queries execute without control—bypassing data protection policies and governance rules.
The Solution
Same Analytics. Different Visibility.
A CFO and a junior analyst run the identical credit risk query. The CFO sees aggregate percentages alongside individual account identifiers requiring action.
The analyst sees the exact same aggregate numbers—accurate, actionable, and complete—but individual customer names and accounts remain protected. Democratization and governance finally coexist.
Security teams aren’t blockers anymore. They’re the ones who make safe AI possible.
How It Works
Enforcement Built Into Every Query
Secure Text to Analytics ensures that every AI-generated query is governed before it reaches your data. Unlike traditional text-to-analytics tools, every step is enforced before execution—so unsafe or unauthorized queries never run.
Each request is translated, validated, and protected in real time—so only compliant, authorized results are ever returned.
1. Translate the Request
Natural language prompts are converted into structured, inspectable queries—giving full visibility into how data will be accessed.
- Transparent and auditable
- Maintains context across interactions
2. Validate Against Policy
Every query is checked against access controls, data relationships, and governance rules before execution.
- Enforces who can access what
- Prevents unsafe or unauthorized queries
3. Protect the Results
Sensitive data is dynamically protected at query time—ensuring users only see what they are permitted to access.
- Masking, tokenization, and role-based controls
- Consistent protection across outputs
Built for AI at Scale
As AI becomes embedded across analytics workflows, Secure Text to Analytics ensures every interaction remains governed and compliant. So you can expand access to AI-driven insights—without increasing risk.
The Value
Unlock AI Analytics on Sensitive Data—Without Risk
Use AI on sensitive data—without exposing it. Secure Text to Analytics removes the barriers to AI adoption—so you can safely access, analyze, and act on your most sensitive data.
Safely Use AI on Sensitive Data
Run AI-driven analytics on regulated and confidential data without exposing raw values or violating policy.
Enforce Policy Automatically
Ensure every query follows access controls and compliance rules—without manual intervention or workflow changes.
Expand Access Without Overexposure
Give more users access to insights while dynamically controlling what they can see.
Move AI from Pilot to Production
Eliminate risk and compliance blockers so AI initiatives can scale across the organization.