Tool poisoning hides malicious instructions inside MCP server descriptions that AI agents execute silently, succeeding over 60% of the time. Here’s how the attack works and what stops it.
Every AI agent your company deploys creates a new identity. Most are unmanaged, over-privileged and never revoked. This is the identity crisis of 2026's breach wave.
AI agents don't just respond to prompts - they plan, use tools, access memory, and take actions across enterprise systems. Each capability adds a distinct attack layer. Most enterprise security
Polygraf AI's 2026 playbook breaks down the 6 controls enterprise needs to secure production AI agents - from unique identity and least privilege to inline inspection and kill-switch capability.
Enterprise AI is moving from experimentation to accountability. As organizations scale AI in production, the focus is shifting from raw capability to efficiency, cost control, and operational sustainability.
Enterprise AI has entered a more pragmatic phase. CFOs are questioning initiatives they can’t cost-control or risk-model, while CISOs are blocking LLM deployments that require sensitive data to leave the
Summary: Polygraf AI Contextual Confidentiality Engine Organizations invest heavily in securing networks and digital assets, yet physical document leakage remains an overlooked vulnerability.
Summary: Polygraf AI Contextual Confidentiality Engine Organizations invest heavily in securing networks and digital assets, yet physical document leakage remains an overlooked vulnerability.
Data Privacy 
Data Provenance 
Content Generation