A10 Networks has launched the general availability of the A10 AI Gateway, which is a central control plane that offers unified routing, cost management, observability, security, and governance capabilities for enterprise AI agents, applications, and large language models (LLMs). Launched at Black Hat USA 2026, the A10 AI Gateway seeks to address increasing difficulties as companies use multiple AI models and integrate agents within business applications without having any central system to track usage, performance, costs, and access to these systems. The platform is designed to enable enterprises to increase the efficiency of AI while retaining control.
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“Enterprises are being asked to move fast on AI and stay in control at the same time. AI use is spreading faster than teams can discover, govern, or secure it, driving up cost and leaving no single place to set the rules. The A10 AI Gateway gives organizations one intelligent control plane to see how AI is being used, to govern who can access which models, and match every request to the right model at the right cost. Our integrated portfolio gives customers a complete, sovereign way to put AI to work at scale. That is how enterprises adopt AI with confidence instead of trading speed for control,” said Dhrupad Trivedi, president and CEO, A10 Networks. Such capabilities involve identity-based access rules, intelligent request routing according to the level of difficulty in matching them with suitable models, cost monitoring in real time, token quotas, alerts, and rate limiting.