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TrueFoundry

Kubernetes-native MLOps and LLMOps platform with an AI gateway

Editorially reviewedChecked Sep 2026How we review
mlops#mlops#llmops#kubernetes#ai-gateway
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Free trial API Self-hosted Teams
Toolglade’s take

Best for teams deploying and serving models on their own Kubernetes with a friendlier platform layer on top. The caveat is that it assumes you are committed to Kubernetes and is aimed at enterprise ML platforms rather than solo builders.

Should you use TrueFoundry?

Best for
Enterprise ML platform teams · Companies needing in-cloud control · LLM serving at scale
Not ideal for
Hobbyists and solo developers · Teams wanting fully managed SaaS only · Very small experiments
Biggest strength
Runs in your own cloud or on-prem
Biggest weakness
Enterprise-focused, no free self-serve tier
Pricing
From Contact sales
Top alternative
Labelbox · see all

Facts & pricing last checked September 2026. How we review

About TrueFoundry

TrueFoundry is a Kubernetes-native MLOps and LLMOps platform for deploying and governing models, LLMs and agents in a customer's own cloud, strengthened by its 2026 acquisition of Seldon AI.

TrueFoundry abstracts away infrastructure complexity so ML and GenAI teams can move from experimentation to production quickly while retaining control and governance. It runs on the customer's own cloud or on-prem Kubernetes, offering model deployment, training jobs, autoscaling and monitoring in a unified PaaS. Its AI Gateway serves as a control plane for routing, governing and observing production AI models and agents at scale. In June 2026 TrueFoundry acquired Seldon AI, bringing Seldon Core's open-source MLOps foundation together with agentic AI governance under one Kubernetes-native platform, and it was named a DevTools and Infrastructure Startup of the Year at the AIBoomi Awards 2026. The platform targets enterprise ML teams that want the speed of a managed developer experience with the control of running in their own environment, spanning traditional ML models, LLMs and AI agents.

Weighing your options?See how TrueFoundry compares to the alternatives.

TL;DR

TrueFoundry is an enterprise MLOps and LLMOps platform that deploys and governs models, LLMs and agents on your own Kubernetes, bolstered by acquiring Seldon.

Company overview

TrueFoundry provides a PaaS for enterprise ML and GenAI teams to build, deploy and govern AI in their own infrastructure. In June 2026 it acquired MLOps pioneer Seldon AI, combining Seldon Core's open-source foundation with its platform and agentic AI governance.

The company was recognized as a DevTools and Infrastructure Startup of the Year at the AIBoomi Awards 2026 and targets enterprises needing control, governance and speed together.

Product features

TrueFoundry offers model and LLM deployment, training jobs, autoscaling and monitoring on Kubernetes, with an AI Gateway acting as the control plane for production AI. It supports traditional ML, LLMs and agents in one unified platform.

Running in the customer's own cloud or on-prem gives data control and governance while preserving a fast developer experience.

Target market

TrueFoundry targets enterprise ML platform teams and regulated organizations that must run AI in their own environment with governance.

Buyer personas

End users

ML engineers and data scientists deploying models.

Buyers

Heads of ML platform, engineering and infrastructure.

Key influencers

Platform architects and security/governance teams.

Ideal customer profile

Enterprises running ML, LLMs and agents that require in-cloud or on-prem deployment with governance and scalability.

Funding & performance

TrueFoundry has raised venture funding and acquired Seldon AI in 2026; verify the latest funding details with the company.

Pros & cons

Pros

  • Runs in your own cloud or on-prem
  • Kubernetes-native and scalable
  • AI Gateway control plane
  • Unified support for ML, LLMs and agents
  • Strengthened by Seldon acquisition
  • Enterprise governance features

Cons

  • Enterprise-focused, no free self-serve tier
  • Requires Kubernetes familiarity
  • Pricing via sales only
  • Overkill for very small teams
  • Onboarding complexity for platform setup

Pricing plans

Enterprise
Contact sales / month
  • Runs in your cloud or on-prem
  • AI Gateway control plane
  • ML, LLM and agent support
  • Governance and SLAs
  • Dedicated support

Key features

API
Team collaboration
Self-hosted
Multi-language
Integrations
Kubernetes, AWS, GCP, Azure, MLflow, Seldon
Input types
text
Output types
text
Best For
enterprise ML deployment, LLM serving, AI governance

Compare key features

View all alternatives →
Feature
TrueFoundry
Labelbox
LiteLLM
Pricing
Contact for pricing
Freemium
Freemium
Free plan
No
Yes
Yes
Free trial
Yes
No
No
API
Yes
Yes
Yes
Self-hosted
Yes
No
Yes
Team support
Yes
Yes
Yes

Frequently asked questions

Where does TrueFoundry run?+

On the customer's own cloud or on-prem Kubernetes infrastructure, giving control while abstracting complexity.

What is the TrueFoundry AI Gateway?+

A control plane for routing, governing and observing production AI models and agents at scale.

Did TrueFoundry acquire Seldon?+

Yes, in June 2026 TrueFoundry acquired Seldon AI to unify its open-source MLOps foundation with agentic AI governance.

Does TrueFoundry support LLMs and agents?+

Yes, it supports traditional ML models, LLMs and AI agents on one platform.

Is TrueFoundry free?+

It is enterprise-focused with pricing through sales; trials or demos are available on request.

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