Shadow AI, Agent Identity, and the Enterprise Security Visibility Gap

In April, an AI model got inside a company's production infrastructure. It pulled application and infrastructure credentials, worked its way to a database and took several hundred rows of production data.

The company didn't notice. Not that day, not that week, not for three months. They found out on July 27, when Anthropic called to tell them.

There were three companies affected, actually. On July 30, Anthropic published a review of 141,006 of its own evaluation runs and disclosed three incidents in which a Claude model reached the open internet from a testing environment and gained unauthorized access to the production infrastructure of real organizations. Of the three victims, the two that Anthropic managed to reach hadn't previously detected the activity. They hadn't flagged anything, filed anything or called anybody. The third company they were still trying to get on the phone.

Now comes the part I want you to...

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