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TrueFoundry

Production AI platform unifying an AI Gateway, MCP Gateway, Agent Gateway, model deployment, training/fine-tuning, and prompt management in one Kubernetes-native stack.

Starting atContact sales
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In Plain English

Production AI platform unifying an AI Gateway, MCP Gateway, Agent Gateway, model deployment, training/fine-tuning, and prompt management in one Kubernetes-native stack.

OverviewFeaturesPricingUse CasesFAQ

Overview

TrueFoundry is an end-to-end AI platform aimed at enterprises that want to run GenAI in production on their own Kubernetes infrastructure rather than fully outsourcing it to a vendor. Its product surface has expanded significantly in 2026 and now includes four gateways — AI Gateway (LLM routing, fallbacks, observability, governance), MCP Gateway (governed access to MCP servers with auth, rate limiting, and audit), Agent Gateway (control plane for agent traffic), and Prompt Management — plus an AI Deployment Platform for serving custom models and a Training & Fine-Tuning stack. TrueFoundry also runs open-source tooling like KubeElasti, Cognita (RAG framework), and CruiseKube. The platform's pitch versus competitors like Portkey is deeper Kubernetes integration and the ability to deploy entirely inside the customer's VPC, which matters for banks, healthcare, insurance, government, and oil-and-gas customers (all listed as target industries). Compare pages on the marketing site explicitly position TrueFoundry against AWS SageMaker, Portkey, and Kong AI Gateway. The community side runs hackathons (a 'Resilient Agents' hackathon with up to $10,000 in prizes was promoted on the pricing page). Specific pricing tiers aren't published on the marketing site — TrueFoundry sells via enterprise contracts — so dollar amounts need manual verification.

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Key Features

Feature information is available on the official website.

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Pricing Plans

Enterprise

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    Best Use Cases

    🎯

    Regulated enterprises deploying GenAI inside their own VPC

    ⚡

    Standardizing AI gateway, MCP gateway, and deployment on one Kubernetes platform

    🔧

    Self-hosted production LLM serving at scale

    🚀

    Banks, healthcare, insurance, and government AI programs

    Pros & Cons

    ✓ Pros

    • ✓Single platform for AI Gateway + MCP Gateway + Agent Gateway + deployment
    • ✓Runs entirely inside the customer VPC — critical for regulated industries
    • ✓Deeper Kubernetes integration than most managed AI gateways
    • ✓Open-source components (Cognita RAG, KubeElasti) reduce procurement friction
    • ✓Explicit governance, audit logging, and rate limiting suit compliance reviews

    ✗ Cons

    • ✗Enterprise sales cycle — no transparent self-serve pricing
    • ✗Over-engineered for single-use-case startups
    • ✗Requires a Kubernetes platform to deploy into
    • ✗Smaller community and integration ecosystem than Portkey or hosted alternatives

    Frequently Asked Questions

    How much does TrueFoundry cost?+

    TrueFoundry pricing starts at Contact sales. They offer a single pricing plan.
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    Quick Info

    Category

    AI Platform

    Website

    www.truefoundry.com/
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