Legacy Classification Is Losing the AI Race. Here's How to Win It.

A white paper on what data classification must deliver when AI agents are actively querying your most sensitive data, and what's at stake when it falls short.

There's a PowerPoint deck in your cloud storage right now. It carries a project codename, a manually applied "Confidential" label, and your complete M&A strategy inside. Legacy classification tools that rely on pattern matching won't surface it. A generic LLM-based classifier won't understand what the content actually represents. And every AI agent your organization has deployed is one retrieval query away from exposing this sensitive data to anyone who asks.

Most organizations have classification running. What they don't have is confidence in what it's actually finding, or what it's missing. This white paper explains why that gap is critical in the AI era, where misclassified data doesn't just sit exposed; it gets actively retrieved, summarized, and surfaced by the AI tools running across your organization. It walks through two specific failures legacy classification can't close, and introduces Cyera's Actionable Data Intelligence: the difference between a sensitivity label and knowing exactly what to do next.

What's inside

Read this white paper to understand:

• Why legacy classification fails in two distinct ways: it can't detect what it was never taught to find, and when it does find something, it stops at a label
• Why business-critical data like M&A plans, deal codenames, and proprietary strategies has no pattern to match and no regulatory marker to trigger a flag
• How Cyera's Learned Classification automatically identifies what a document represents to your business, surfacing the sensitive data you didn't know to look for
• How Cyera's Topics lets you build a living business taxonomy in plain language, creating custom classifications on demand around your organization's specific terminology and project codenames
• How Cyera's Actionable Data Intelligence turns classification results into an evidence-backed remediation queue — so your team knows exactly what to fix first, and why
  

Download the white paper to understand the classification engine behind Cyera's DSPM platform, and how it gives your security team the intelligence to find what matters, prioritize with confidence, and remediate data risk before it becomes a headline.