F5 expands AI Gateway with cost controls and agent governance

F5 (NASDAQ: FFIV) has introduced enhancements to its AI Gateway product and integrated it into the F5 AI Security Platform, according to a company press release. The updated solution is designed to give enterprises a centralized control point for managing AI model access, usage costs, and security policy enforcement.

The enhanced F5 AI Gateway combines three functions: a Model Gateway for model access and cost optimization, an MCP Gateway for agent-to-tool governance, and AI Guardrails for prompt and response protection. The company says the solution can reduce token spending by up to 60% through smart routing, semantic caching, and GPU-aware load balancing, with no application changes required.

F5 cited its own 2026 State of Application Strategy Report, which found that 77% of organizations now identify inference as their dominant AI activity, with organizations managing an average of seven AI models.

The MCP Gateway function provides access controls that limit AI agents to explicitly authorized resources, including APIs, data sources, and retrieval-augmented generation systems, along with a full audit trail of agent activity. The AI Guardrails component inspects prompts and responses, redacts sensitive data, and blocks injection and jailbreak attempts. F5 states the platform supports compliance with SOC 2, ISO, and HIPAA frameworks.

"Every AI request carries economic, security, and governance implications, yet most organizations are relying on fragmented tools that address only part of the problem," said Kunal Anand, Chief Product Officer at F5.

The F5 AI Gateway is available across SaaS, hybrid SaaS, and hybrid multicloud environments, with air-gapped deployment support planned for regulated use cases. A Gartner report from May 2026 cited in the release noted that "AI gateways have emerged as a critical part of AI infrastructure" and that adoption will continue to accelerate among large enterprises.

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