Enterprise Ready : VPC | On-Prem | Air-Gapped

Enterprise AI & MCP Gateway with Built-in Governance & Monitoring

A unified gateway to secure, govern, and scale models and MCPs in one place. Standardize access, enforce policies, and monitor all activity.

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Trusted by the best teams!

Made for Real-World AI at Scale

99.99%

Uptime

Centralized failovers, routing, and guardrails ensure your AI apps stay online, even when model providers don’t.

10B+

Requests processed/month

Scalable, high-throughput inference for production AI.

30%

Average cost optimization

Smart routing, batching, and budget controls reduce token waste. 

Made for Real-World AI at Scale

99.9%

Uptime
Centralized failovers, routing, and guardrails ensure your AI apps stay online, even when model providers don’t.

10B+

Requests processed/month
Scalable, high-throughput inference for production AI.

30%

Average cost optimization
Smart routing, batching, and budget controls reduce token waste.

Orchestrate Agentic AI with AI Gateway

Enable intelligent multi-step reasoning, tool usage, and memory with full control and visibility across your AI agents and workflows.

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Unified LLM API Access

Orchestrate multi-model workloads seamlessly with a single AI Gateway that integrates 250+ LLMs

AI Gateway

AI Gateway Observability

Monitor token usage, latency, error rates, and request volumes to ensure compliance and simplify debugging

MCP & Agents Registry

Low-Latency Inference

Deliver predictable response times for real-time chat, RAG, and AI assistants with sub-3ms internal latency

Prompt Lifecycle Management

MCP Gateway - Secure & Unified Access to MCP Servers

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MCP Server Registry & Discovery

Discover and connect all authorized MCP Servers (internal or third‑party) from a centralized portal

AI Gateway

Out‑of‑the‑Box Integrations

Enable MCP-ready agent workflows with prebuilt enterprise tool integrations (Slack, Datadog, etc.)—no code required.

MCP & Agents Registry

Bring‑Your‑Own MCP Server

Register any internal or proprietary API as an MCP Server in minutes and make custom services discoverable to agents

Prompt Lifecycle Management

Govern, Deploy, Scale & Trace Agentic AI in One Unified Platform

Govern, Deploy, Scale & Trace Agentic AI in One Unified Platform

Integrations

Framework-agnostic integrations for everything from low-code agent builders to GPU-level performance evaluation.

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Real Outcomes at TrueFoundry

Why Enterprises Choose TrueFoundry

3x

faster time to value with autonomous LLM agents

80%

higher GPU‑cluster utilization after automated agent optimization

Aaron Erickson

Founder, Applied AI Lab

TrueFoundry turned our GPU fleet into an autonomous, self‑optimizing engine - driving 80 % more utilization and saving us millions in idle compute.

5x

faster time to productionize internal AI/ML platform

50%

lower cloud spend after migrating workloads to TrueFoundry

Pratik Agrawal

Sr. Director, Data Science & AI Innovation

TrueFoundry helped us move from experimentation to production in record time. What would've taken over a year was done in months - with better dev adoption.

80%

reduction in time-to-production for models

35%

cloud cost savings compared to the previous SageMaker setup

Vibhas Gejji

Staff ML Engineer

We cut DevOps burden and simplified production rollouts across teams. TrueFoundry accelerated ML delivery with infra that scales from experiments to robust services.

50%

faster RAG/Agent stack deployment

60%

reduction in maintenance overhead for RAG/agent pipelines

Indroneel G.

Intelligent Process Leader

TrueFoundry helped us deploy a full RAG stack - including pipelines, vector DBs, APIs, and UI—twice as fast with full control over self-hosted infrastructure.

60%

faster AI deployments

~40-50%

Effective Cost reduction of across dev environments

Nilav Ghosh

Senior Director, AI

With TrueFoundry, we reduced deployment timelines by over half and lowered infrastructure overhead through a unified MLOps interface—accelerating value delivery.

<2

weeks to migrate all production models

75%

reduction in data‑science coordination time, accelerating model updates and feature rollouts

Rajat Bansal

CTO

We saved big on infra costs and cut DS coordination time by 75%. TrueFoundry boosted our model deployment velocity across teams.

Frequently asked questions

What is an AI gateway?

An AI Gateway is a specialized middleware platform designed to facilitate the integration, management, and deployment of artificial intelligence (AI) models and services within an organization's IT infrastructure. It acts as a bridge between AI systems, such as large language models (LLMs) like OpenAI's GPT or Anthropic's Claude, and end-user applications, ensuring efficient and secure communication.

How does an AI gateway work?

An AI gateway solution sits between your applications and model providers. The TrueFoundry gateway intelligently routes requests, handles authentication, and manages failovers, ensuring your system maintains reliable, high-speed connectivity with any underlying model or tool you choose.

What are the benefits of an AI gateway?

An AI gateway provides a centralized platform for managing and optimizing AI services. It offers a unified interface to connect multiple AI models, enforces security through authentication and access controls, and ensures regulatory compliance. The gateway features usage monitoring, budget management, and intelligent load balancing to ensure optimal performance and reliability. It supports policy enforcement for data usage and ethical considerations while enabling horizontal scaling to meet growing demand and seamlessly integrate new AI services.

What is an MCP Gateway

An MCP Gateway is a centralized control plane that securely manages access, discovery, and orchestration of MCP Servers across an enterprise. It acts as the operational backbone for agentic AI systems by enabling AI agents and applications to interface with enterprise tools via a standardized protocol. With support for authentication, RBAC, observability, and workflow execution, the MCP Gateway makes connecting and scaling intelligent systems seamless and secure.

What are the key features of an MCP Gateway?

The MCP Gateway provides several key features for enterprises. It offers unified access to all registered MCP Servers, instant discovery via a central registry, and secure access control with OAuth 2.0 and federated identity providers. It enables agentic task execution across tools, offers enterprise-grade observability with request-level tracing and audit logs, supports out-of-the-box and custom integrations (e.g., Slack, Datadog, internal APIs, among others), and ensures high-performance operation across cloud, on-prem, and hybrid environments.