Threat Intelligence

New CUSTODY Framework Aims to Keep AI Agents on a Tighter Leash

Dark Reading · 21 Aug 2026
Key Takeaway Before deploying AI agents in your business, limit their access to only the data and systems they truly need to do their job.

Enterprise cybersecurity expert Jake Williams has introduced a new framework, called CUSTODY, aimed at limiting what AI agents are allowed to do once they are deployed inside a company's network. Williams discussed the release during an appearance on the Dark Reading News Desk, explaining that the timing was influenced by recent attacks involving OpenAI-related tools on the Hugging Face platform.

As businesses increasingly adopt AI agents to automate tasks, these systems are often given broad access to internal data and systems in order to function effectively. This convenience, however, creates risk: an AI agent with excessive permissions could be manipulated or exploited to take unintended or harmful actions. Frameworks like CUSTODY are designed to address this by placing guardrails around agent behaviour, restricting their actions to only what is necessary.

While the full technical details of CUSTODY were not outlined in the discussion, its release reflects a growing industry recognition that AI agents need the same kind of access controls and oversight traditionally applied to human users and automated scripts. For small and medium businesses experimenting with AI tools, this serves as a reminder that convenience should not come at the cost of security.

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Summarised by CISO AI from Dark Reading. We link back to every original so you can read it yourself.