This article was written and contributed for publication by our partner, F5.

Securing AI where it operates: at runtime

Enterprises are adopting AI at an unprecedented pace, embedding it into business-critical applications, decision systems and everyday workflows. This rapid adoption has introduced a new risk layer at runtime, where AI systems interact directly with users and sensitive data. Traditional application security tools cannot effectively secure and govern these interactions, leaving organizations exposed to novel threats such as prompt injection, data leakage, and unsafe model outputs.

Additionally, as AI scales across industries, regulatory expectations have grown equally complex with sprawling idiosyncrasies by region, jurisdiction, and industry. Frameworks like the EU AI Act, GDPR, and ISO/IEC 42001 require traceability, accountability, and real-time oversight of AI behavior. But most enterprises lack the visibility and control to keep pace with how quickly AI systems can create exposure once deployed. To maintain trust and compliance, organizations need a solution that enforces policies, protects data, and governs behavior in real time, directly where AI systems operate.

Enable real-time protection, compliance, and control with F5 AI Guardrails

F5® AI Guardrails secures AI applications, agents, and data where risk is greatest—at runtime. This solution continuously monitors AI interactions, enforcing enterprise policies to block prompt injection, data leakage, and harmful outputs before they reach end users. AI Guardrails operates independently of model providers, ensuring consistent protection across every public and private cloud, hybrid, and on-premises deployment.

The solution includes custom and out-of-the-box compliance guardrails that align with GDPR, HIPAA, and the EU AI Act, giving security and compliance teams confidence that AI operations meet regulatory requirements. Every enforcement action is explainable through outcome analysis, providing full transparency and audit-ready evidence of system behavior.

Strengthen your AI security posture with continuous improvement

When integrated with F5 AI Red Team, AI Guardrails becomes part of a continuous AI security lifecycle. AI Red Team insights identify vulnerabilities and inform policy updates in AI Guardrails, helping organizations rapidly adapt defenses as threats, models, and business needs evolve. Together, they help enterprises maintain compliance, trust, and resilience while enabling secure AI adoption at scale. Both products operate within the F5 Application Delivery and Security Platform (ADSP), unifying security for apps, APIs, and AI systems across hybrid and multicloud environments.

Unlock adaptive AI security for an ever-changing landscape

New threats require new security protections. F5 AI Guardrails equips enterprises to ensure AI security as models, users, and risks evolve.

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