Acalvio Deception Guardrails are Securing Agentic AI at Runtime
Acalvio Technologies has launched Deception Guardrails, a capability that embeds deceptive honeytokens, decoy MCP servers, and fake credentials into AI agent workflows to detect compromise before enterprise systems are impacted. As agentic AI deployments scale, traditional input/output guardrails leave a critical detection gap that deception technology is well positioned to fill. This note examines the product logic, the security risk context, and what it means for ITDMs and developers building production AI agent infrastructure.
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