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White paper

A Dozen Ways Your AI Stack is Bleeding Data

Summary:

Your AI stack is leaking data right now. Nothing is broken. The logs look clean. Not because something failed, but because it's working exactly as designed. Open, non-deterministic, indifferent to your compliance posture. This report maps 12 real scenarios where sensitive data escapes without a single alert firing: from inference memory exposure to attestation gaps a regulator will find before you do.

Developed with Anthropic, ServiceNow, and Accenture. Validated with NVIDIA, Intel, AMD, and Microsoft Azure. Refined with 200+ enterprise AI leaders across financial services, insurance, software, and sovereign cloud.

Download it to know your exposure — and what proof of control actually looks like.

Authors:

OPAQUE

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