Enterprise AI infrastructure firm TrueFoundry has acquired machine learning operations (MLOps) player Seldon AI to provide a cloud-agnostic control plane for large language models and autonomous agents, SDxCentral can reveal.

Financial details were not disclosed. The deal will, however, see TrueFoundry operate as a gateway and control plane above model servers like Seldon’s flagship Core offering, creating a consolidated independent alternative native AI tooling bundled with hyperscale platforms like Amazon Web Services (AWS), Google Cloud, and Azure.

TrueFoundry’s Gateway plane will essentially handle the stateless intelligence layer for areas like prompt routing, agent gateway tool auditing, and API key management, while Seldon’s integrated component then handles managing the actual execution of heavy open-source large language models (LLMs) or custom traditional ML models inside Kubernetes.

“Enterprise AI teams are running traditional ML and agentic workflows side by side and managing them as two separate infrastructure problems,” said Nikunj Bajaj, co-founder and CEO of TrueFoundry. “Seldon built the production-grade MLOps foundation that the world’s most demanding enterprises rely on. TrueFoundry brings the control plane for the agentic AI world, and together we give enterprise teams one place to deploy, observe, and govern agentic AI at every stage.”

Founded in 2014 by Alex Housley, the British-based Seldon counts backers including AlbionVC, Bright Pixel, and Cambridge Innovation Capital, among others. Its customer base spans sectors where real-time inference and strict data governance are non-negotiable, such as financial institutions, healthcare providers, and retailers.

While it initially focused on machine learning deployment tooling, it has since iterated upon a cloud-agnostic foundation from inference to agentic AI workloads. Seldon’s platform allows users to orchestrate model components as Kubernetes microservices, letting them deploy locally or at enterprise scale while ensuring every byte of data is observable.

That Kubernetes-native foundation makes it a natural fit for TrueFoundry, which layers its AI Gateway on top to handle the agentic tier, routing prompts or governing API access to give joint customers a single, end-to-end platform for running both traditional ML and autonomous AI workloads in production.

The San Francisco, California-based firm claims its AI Gateway product already processes more than one trillion tokens per day. With Seldon’s addition, the company envisions its enhanced offering becoming “the command center for enterprise AI.”

“TrueFoundry and Seldon have been building toward the same goal of getting enterprise AI into production reliably and at scale,” said Mark Stripp, VP for go-to-market at Seldon. “This acquisition gives our customers a leapfrog opportunity – a single platform that handles everything from real-time ML inference to the ability to now accelerate our clients’ agentic AI needs, all based on the same Kubernetes infrastructure they’ve spent years building on.”