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At P50, Vaikora makes an allow, block, modify, or require-approval decision in 8 milliseconds. That number matters because the enforcement happens before...

Policy enforcement for AI agent tool calls has a simple problem: most approaches catch bad actions after they happen. Vaikora Guard MCP sits inline...

Shipping an AI agent without enforcement on its tool calls is like deploying an API with no authentication: the system works fine until the exact moment...

Most email security tools flag a message after it arrives. Cyren's approach is different: it identifies malicious infrastructure during staging, before a...

Every AI agent framework ships with the ability to call tools, write files, query APIs, and send messages. Almost none of them ask whether a given action...

A credential that appears in a dark-web dump today may sit unused for weeks before an attacker tests it against your VPN or identity provider. The gap...

Sensitive data causes the most damage when no one knows it exists. A database export sitting in a shared drive, a document containing PII copied into a...

The hardest data security problems trace back to one gap: data that was never labeled when it was created. Without a classification at the source, every...

A file classified correctly at creation can be misclassified six months later because someone moved it, renamed it, or copied its contents into a new...