Agentic AI

Why Simple Masking Kills AI Accuracy

Replace every name with [REDACTED] and the model can no longer tell who introduced whom, who approved what, or whether two mentions are the same person. The agent doesn't error. It just starts guessing around the holes you punched in its context....

Authorization Is No Longer Static

A CEO's agent passed every access check, and still put M&A targets, individual salaries, and unreleased roadmap into a draft headed for a dozen inboxes. Here's why static authorization is the wrong model for agentic AI....

Beyond Masking: The Challenge of Safe Data Reveal

Masking is three hard problems in one: finding messy sensitive data, hiding it without losing meaning, and revealing it selectively by policy. The regex demo solves none of them....

What Is Runtime Data Security for Agentic AI?

Most access controls stop at the database. Agentic AI keeps moving after that: into prompts, retrieval pipelines, and tool calls. Runtime data security for agentic AI closes that gap, enforcing detection, masking, and access decisions at the exact moment an agent touches sensitive data, not before....

Why Traditional DLP Breaks in Agentic AI

A customer support agent needs a payment reference, a token or transaction ID, to issue a refund. A summarization agent reading the same ticket needs none of it....