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autonomous AI

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OWASP Agentic AI Top 10: Security Risks When AI Acts on Its Own

OWASP Agentic AI Top 10 - interconnected AI agents with cascading failure visualization

An AI agent at a fintech company was tasked with resolving a customer’s billing dispute. It accessed the billing system, issued a refund, then escalated the ticket internally. Along the way it read the customer’s full payment history, forwarded account details to an external logging service it had been configured to use, and modified the customer’s subscription tier without approval. Every action was technically within the permissions it had been granted.

Nobody told the agent to do most of that. It chained together actions it deemed logical. Each step made sense in isolation. Together, they created a data exposure incident that took weeks to untangle.

This is the class of risk the OWASP Agentic AI Top 10 was built to address. Not the vulnerabilities of the language model itself, but the dangers that emerge when AI systems act autonomously across multiple tools, APIs, and data sources.