TrueFoundry and TrojAI announced a strategic integration today that combines TrueFoundry’s enterprise AI Gateway with TrojAI’s real-time runtime defense platform. The result is a single, unified stack that gives organizations centralized control over AI traffic while enforcing security policies inline as requests and responses flow through the system.
The integration is designed for production environments where enterprises are deploying generative AI applications and autonomous agents at scale. TrueFoundry handles authentication, rate limiting, intelligent routing, observability, and cost tracking across 250+ models. TrojAI adds real-time inspection of every request and response, blocking prompt injection, data leakage, toxicity, and other adversarial threats before they reach the model or return to the user.
Together the platforms create a complete production-ready layer that separates traffic management from security enforcement while keeping both in the same operational flow. Enterprises no longer need to piece together separate tools for governance and protection. The combined solution is available immediately through TrueFoundry’s console, with native support for quick setup and policy configuration.
This partnership directly addresses one of the biggest operational challenges in agentic AI today: how to maintain visibility, control, and security as agents move from experiments into live production workflows that interact with sensitive data and external systems. The integration gives security and platform teams a practical way to ship AI agents confidently without rebuilding infrastructure or bolting on fragmented security layers after the fact.
Key Terms
AI Gateway — Centralized control plane that manages authentication, routing, observability, and traffic for multiple AI models and agents.
Runtime Defense — Inline security layer that inspects every request and response in real time to block threats and enforce policies.
Unified AI Management Plane — Single operational stack that combines traffic governance with real-time security enforcement.
Agentic AI Deployment — Moving autonomous AI agents into production where they take independent actions across APIs and data sources.
Conditions Driving This Change
Several forces are pushing enterprises to demand a more integrated approach to AI infrastructure and security.
Organizations are rapidly moving AI agents from pilots into production, where agents independently call APIs, access data, and trigger workflows at scale.
Fragmented toolchains create visibility gaps and make consistent policy enforcement difficult across the full request lifecycle.
Prompt injection, data leakage, and adversarial attacks have become daily realities once agents interact with real users and sensitive systems.
Security and platform teams need both observability into traffic patterns and the ability to block malicious content in real time without adding latency or complexity.
Regulatory expectations around AI accountability continue to rise, requiring clear audit trails and enforceable controls at every stage.
Enterprises want to maintain flexibility across multiple model providers while still applying uniform governance and security standards.
The speed of AI adoption means teams can no longer afford to treat governance and runtime protection as separate projects that get solved later.
The market is shifting toward unified platforms that deliver both control and defense in one operational flow so organizations can deploy agents confidently.
These pressures created the exact need for a tightly integrated gateway and runtime defense solution that TrueFoundry and TrojAI have now delivered together.
What Security Looked Like Before
Before this integration, enterprises typically managed AI traffic and security as two separate concerns. Platform teams used gateways or API management tools to handle authentication, routing, rate limits, and basic observability. Security teams deployed separate runtime or guardrail solutions to inspect prompts and responses for threats.
This split created friction. Teams had to maintain multiple consoles, configure policies in different places, and stitch together logs from disparate systems just to understand what was happening end-to-end. Visibility was incomplete because the gateway saw traffic volume while the security layer saw threats, but neither had the full picture. Policy enforcement often happened after the fact or required complex custom integrations that slowed deployment.
As a result, many organizations either accepted higher risk to keep velocity high or slowed down AI initiatives while they tried to close the gaps. Governance felt like a series of disconnected checkpoints rather than a cohesive system. Security teams could see problems after they occurred, but they often lacked the real-time controls needed to prevent them in the first place. The endpoint and agent layers were especially difficult to govern consistently at scale.
What’s Changing Now
The TrueFoundry and TrojAI integration creates a single unified management plane that brings traffic control and runtime defense together natively. TrueFoundry’s AI Gateway now forwards traffic directly to TrojAI’s Defend AI Firewall for inline inspection. Every request is authenticated, routed, observed, and then evaluated against security policies in one continuous flow.
The combined solution gives teams centralized visibility into latency, tokens, costs, and failures while simultaneously enforcing real-time protections against prompt injection, data leakage, toxicity, and other adversarial threats. Policies are configured once and applied consistently across the entire lifecycle. The integration is available immediately in TrueFoundry’s console, with simple setup for client credentials and rulesets.
Enterprises can now deploy AI agents with both governance and security built into the same operational stack. The platform supports multi-model flexibility while maintaining uniform controls, making it practical to scale agentic workloads without sacrificing safety or visibility. This approach eliminates the previous need for separate tools and complex integrations, letting teams move faster while reducing risk at every step.
Our Take
AI Governance Take
The TrueFoundry and TrojAI integration marks a practical step forward in production AI infrastructure. By combining a powerful AI Gateway with real-time runtime defense in one unified stack, the partnership gives enterprises the visibility, control, and protection they need to deploy AI agents confidently at scale.
This solution directly addresses the fragmentation that has made secure agent deployment difficult. Teams no longer have to choose between speed and safety or stitch together multiple tools. They get both governance and enforcement in the same operational flow.
GAIG tracks platforms in the AI Governance Platforms, AI Risk & Controls, and AI Runtime Controls categories that deliver this level of unified visibility and protection for agentic AI. As more organizations move agents into production, solutions like this will become essential infrastructure rather than optional add-ons.
