How Will A10 Networks Enhance AI Security?

On June 15, 2026, A10 Networks, a provider of secure application and network solutions, announced the acquisition of TrojAI, an AI security company focused on helping organizations secure, test, and govern AI applications and agentic workflows.

The company said the acquisition strengthens A10's ability to deliver sovereign AI security, giving customers greater control over how and where their AI models, data, and agents are protected.

According to the company, TrojAI delivers two layers of AI security. The first is red teaming, which probes models, agents, and applications for vulnerabilities at build time. The second is real-time threat protection that defends them at runtime. Together, the company said, these capabilities are designed to help organizations deploy generative and agentic AI quickly and with confidence.

"AI is changing both what enterprises build and the attack surface they have to defend, and traditional controls weren't designed for non-deterministic models and autonomous agents," said Dhrupad Trivedi, President and Chief Executive Officer of A10 Networks.

He added that TrojAI complements A10's existing security portfolio. According to the company, combining A10's hardware firewall technology with TrojAI's software-based protection enables customers to deploy AI applications across cloud and on-premises environments. The company said the integration is intended to support organizations with data sovereignty requirements by allowing them to maintain control over sensitive data while adopting AI technologies.

Broader Platform Integration

The company said it plans to integrate TrojAI's software-based capabilities with its existing hardware-based AI firewall offerings, enabling customers to protect AI models, data, and agents across on-premises, cloud, and hybrid environments.

This combined platform is intended to support organizations with stringent data sovereignty requirements by allowing them to secure AI assets within environments they control.

"Enterprises and public-sector organizations are adopting AI at an unprecedented pace, and they need to innovate securely while maintaining sovereignty over their AI security infrastructure," said Lee Weiner, Chief Executive Officer of TrojAI. "Together with A10, we can secure and govern the models, agents, and applications becoming core to how organizations operate."

The company said TrojAI's capabilities are expected to become part of A10's broader security portfolio, giving customers the ability to secure AI wherever their data resides. A10 added that the acquisition is not expected to have a material impact on its financial results for fiscal year 2026, and that it is positioned to help secure AI buildouts and application rollouts over the next two to five years.

Founded in 2004 and headquartered in San Jose, California, A10 Networks serves more than 7,000 customers worldwide. The company said the acquisition expands its AI security roadmap at a time when enterprises are deploying AI at scale and facing a rapidly evolving threat landscape.