F5 AI Remediate

Secure and compliant systems

AI vulnerabilities are identified faster than teams can fix them. Manual workflows, ticket queues, and code changes slow remediation and prolong exposure.

F5 AI Remediate connects F5 AI Red Team and F5 AI Guardrails by automatically turning prioritized adversarial findings into validated, optimized runtime protections.

Instead of waiting for development cycles, organizations can deploy tested guardrails at the runtime layer, keeping AI systems secure, compliant, and operational.

• Respond at AI speed Convert findings into deployable protections in hours, not weeks, reducing mean time to remediate.
• Validate protection before enforcement Continuously test and refine guardrails through adversarial revalidation to balance efficacy with accuracy.
• Maintain control as AI evolves Keep humans in the loop. Review, approve, and manage protections with full transparency and editability.

AI remediation at runtime

AI vulnerabilities surface in hours, but protection often lags behind. As new risks are uncovered, exposure widens while teams work to respond.

F5 AI Remediate closes that gap, reducing AI MTTR by rapidly generating, validating, and preparing protections for deployment without disrupting production systems.

• Automated protection generation Transforms prioritized red team insights into targeted guardrails, eliminating manual remediation delays.
• Continuous adversarial validation Re-tests protections against original exploit paths to maximize efficacy and reduce false positives before deployment.
• Human-controlled runtime deployment Requires explicit approval before enforcement, with full visibility into protection logic for accountability and operational confidence.

FEATURED

Where AI testing becomes protection

See how validated AI Red Team findings become optimized, deployable runtime protections, reducing exposure in hours, not weeks.

Blogs

Closing the loop: why AI security remediation matters ›

Red teaming for AI: the standard for proactive security ›

What are AI guardrails? Evolving safety beyond foundational model providers ›

AI security through the analyst lens: insights from Gartner®, Forrester, and KuppingerCole ›

Reports

Explore generative AI inference security risks ›

Gartner Market Guide for AI trust, risk, and security management ›

Safeguard your organization from internal AI risks ›

See how to protect generative AI at scale ›

Webinars

AI security that keeps pace ›

AI Red Team: continuous testing. Explainable results, proven resilience. ›

F5 with CalypsoAI: comprehensive AI security from pilot to production ›

Solution overview

F5 AI Remediate ›