• F5-commissioned research found only 38% of enterprises running Kubernetes in production reached enterprise-grade maturity, despite 61% demanding comparable or higher IT standards.
• The survey covered 445 hands-on practitioners at organizations with more than 500 employees in August 2026.
• Observability was the most common maturity gap, yet only 28% planned investment within 12 months, versus 42% targeting security and policy enforcement.
• Enterprise-grade maturity reached 66% where dedicated platform teams operated Kubernetes under separate central security oversight; only 19% used that structure.
• AI model deployment or serving reached 45% of production Kubernetes enterprises; among those, only 43% inspected agent tools and Model Context Protocol traffic.

Disclaimer: This news brief was created by Public Technologies (PUBT) using generative artificial intelligence. While PUBT strives to provide accurate and timely information, this AI-generated content is for informational purposes only and should not be interpreted as financial, investment, or legal advice. F5 Inc. published the original content used to generate this news brief on November 09, 2026, and is solely responsible for the information contained therein.