Defend AI Applications from Models to APIs

Secure your entire AI application environment beyond the firewall

3D Runtime Defense for AI

As AI adoption accelerates, traditional security methods and static code scanning fall short in protecting AI applications from evolving attacks. Operant’s 3D Runtime Defense is the only comprehensive solution purpose-built to secure AI stacks by taking action, not just alerting. With powerful discovery, detection, and defense capabilities, Operant safeguards every layer of AI applications, from models to APIs, blocking threats in real-time so security fuels innovation instead of holding it back.

Discover

Gain full visibility into every AI interaction within your application environment so you can confidently manage AI-driven data flows and compliance needs.
  • Live blueprints of AI workloads Instantly map out AI models, APIs, and dependencies in real-time
  • Ghost API detection and data flow tracking Continuously uncover shadow AI data flows, ghost APIs, and third-party interactions
  • Supply chain transparency Track and analyze all AI providers and third-party models, including OpenAI, Cohere, Anthropic, and more

Detect

Identify and address threats before they impact your application.
  • OWASP LLM threat detection Detect and prioritize AI-specific risks like prompt injection, data poisoning, model theft, and sensitive data leakage
  • Real-time data leakage detection Monitor ingress and egress data flows to prevent unauthorized access or exposure of sensitive information, such as PII, API keys, and intellectual property

Defend

Take immediate action against security risks with automated in-line defenses that keep AI applications secure without slowing development.
  • In-line redaction and blocking Automatically redact and block sensitive data flows, safeguarding data privacy by default
  • Intelligent quarantine of threats Isolate suspicious third-party containers and AI models to prevent malicious activity
  • Advanced rate limiting and token controls Limit sensitive API calls, including AI endpoint usage, with rate-limiting and token enforcement to protect against abuse

Operant's Active Approach to AI Security

AI applications don’t operate in isolation. They need to be secured in the context of the rest of your modern cloud application stack. Operant’s 3D Runtime Defense provides real-time security across every cluster and every cloud, from infrastructure to APIs. 

Security That Fuels Development Speed 
Operant enables you to innovate faster with secure-by-default applications, eliminating the operational burden of lengthy engineering projects.
Single-Step, Zero-Instrumentation Deployment 
Deploy in minutes without the need for complex integrations or instrumentation, so you can see value immediately without impacting workflows.
Purpose-Built for Cloud-Native AI Environments 
Operant integrates seamlessly into Kubernetes and other cloud-native infrastructure, enabling proactive, frictionless defense.



Operant secures AI prompts,
interactions and data-in-use
across the entire
LLM application stack


Fueling Fast and Responsible AI Development

Secure Your Entire AI Application Stack

Actively defend against the most dangerous AI and LLM attacks from prompt injection to data exfiltration, while securing the rest of your environment against the new threats introduced by AI APIs, commercial and open source models, data connectors, and training frameworks.

Minimize Overhead

With zero instrumentation and a single-step deployment, Operant makes runtime defense for AI frictionless. Unlike other tools that add more work for your engineers, from managing python packages, manual configs, to tedious guardrail tuning, Operant reduces engineering and security overhead, so you can focus on innovation and growth.

Reduce Costs & Tooling Overload

Cut the costs of installation, integrations, maintenance, training, and tooling upkeep while protecting your entire application stack from the new threats introduced by AI. Operant replaces API Security, Kubernetes Security, AppSec Observability, and Application Detection and Response into one purpose-built turnkey solution that requires no integrations or instrumentation to work. This consolidation simplifies your security stack and lowers TCO.

Scale AI Applications Faster

Don’t let new threats hold your AI application development timelines back. Operant shields every layer of all Kubernetes-based applications against major attacks and scales automatically as you grow. Deploy faster and more securely with full knowledge of your AI application behavior across every layer + proactive security guardrails that make applications Secure-by-Default so that new threats are blocked before they arise.

See the power and simplicity of Operant for yourself

Operant in Action