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The Blind Spot
Developers clone databases “just for testing.”
01
Data scientists paste sensitive records into AI prompts.
02
Teams relax access controls in staging systems.
03
Reduce breach risk & compliance penalties.
Speed up delivery (CI/CD integration).
Lower audit costs with verifiable logs.
Enable safe, compliant innovation.
The Challenge
Most companies secure production systems with firewalls, monitoring, and access controls.
But breaches are happening elsewhere:
54% of enterprises have already suffered a breach in non-production environments.
86% knowingly allow compliance exceptions in dev/test.
35% of incidents now involve shadow data in test systems, spreadsheets, or AI sandboxes.
The average breach costs $4.88M.
Overview of white paper
Benefits:
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