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NeuralTrust Named in Gartner Market Guide for Guardian Agents


NeuralTrust Named in Gartner Market Guide for Guardian Agents
  • by: Source Logo
  • |
  • February 27, 2026

NeuralTrust, the leading platform for securing AI agents and LLM applications, has been named a Representative Vendor in Gartner's Market Guide for Guardian Agents, under the category of Agent Risk and Security Specialists. This acknowledgment underscores the critical need for independent, runtime oversight as enterprises increasingly deploy autonomous AI agents that orchestrate workflows, access sensitive data, and execute real-world actions across business operations.

Quick Intel

  • NeuralTrust provides runtime protection, automated red teaming, evaluation, and observability to secure AI agents and LLM applications at enterprise scale.
  • Gartner highlights the shift from static policy management to continuous runtime supervision due to autonomous agent risks involving actions, identity propagation, and cross-platform orchestration.
  • Organizations seek independent guardian mechanisms for cross-vendor, enterprise-controlled supervision of agent behavior.
  • Key emerging capabilities include real-time monitoring, anomaly detection, policy enforcement, and unified governance-security control planes.
  • The recognition positions NeuralTrust as a leader in delivering measurable, enforceable AI trust embedded in runtime infrastructure.
  • Enterprises gain visibility, control, and dynamic enforcement to mitigate operational risks and safely accelerate agent adoption.

As AI agents evolve into autonomous systems capable of independent decision-making and multi-tool orchestration, traditional security approaches fall short. Governance now demands continuous inspection and enforcement to address expanded risk surfaces that extend beyond model outputs to include behavioral anomalies, unauthorized actions, and compliance violations in production environments.

The Gartner Market Guide emphasizes several market-defining trends. Autonomous agents introduce novel risks through their ability to act across disparate systems, propagate identities, and trigger consequential outcomes. In response, enterprises are prioritizing independent oversight layers that operate outside specific AI vendors or clouds, ensuring consistent supervision regardless of underlying infrastructure.

Runtime inspection has become essential, with capabilities such as anomaly detection, real-time policy enforcement, and comprehensive monitoring forming the foundation for secure deployment. Additionally, governance and security functions are converging into unified platforms tailored to agent ecosystems, combining visibility, traceability, evaluation, and enforcement in a single control plane.

NeuralTrust's platform directly addresses these requirements by delivering runtime protection, automated red teaming to uncover vulnerabilities, continuous evaluation of agent behavior, and observability across interactions. This enables dynamic policy enforcement, anomaly detection, and measurable governance that organizations can apply from the outset of AI initiatives.

"AI agents introduce a new operational risk surface that requires infrastructure-level supervision," said Joan Vendrell, Co-Founder and CEO of NeuralTrust. "Being recognized as leaders by Gartner reinforces our conviction that enterprises need independent, cross-platform enforcement layers to safely scale agent adoption. Our mission is to help organizations deploy AI systems with visibility, control, and measurable security from day one."

By embedding trust mechanisms directly into runtime infrastructure, NeuralTrust helps enterprises achieve secure, compliant, and scalable AI operations while maintaining confidence in autonomous systems.

Gartner clients can access the complete Market Guide for Guardian Agents on the Gartner website for detailed insights into this emerging category.

NeuralTrust remains focused on advancing measurable governance and enforcement to support the next wave of enterprise AI adoption.

 

About NeuralTrust

NeuralTrust is the leading platform for securing and scaling AI Agents and LLM applications. We provide runtime protection, automated red teaming, evaluation, and observability to protect enterprise AI systems from vulnerabilities, hallucinations, and hidden operational risks. NeuralTrust enables organizations to deploy AI with confidence through measurable governance and enforcement infrastructure.

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