TensorFoundry Pty Ltd.
TensorFoundry Pty Ltd.
TensorFoundry Pty Ltd.
TensorFoundry Pty Ltd.
TensorFoundry Pty Ltd.

TensorFoundry: Self-Hosted AI Software
and AI Infrastructure Consulting.

We build software for running LLMs on hardware you control, and help organisations plan, validate and tune the AI infrastructure they own.

New to running models in-house? Read our guide to deploying LLMs on your own infrastructure.

LATEST FROM THE FOUNDRY

What's new

Fresh releases, announcements and writing from the workshop.

Release

Olla v0.1.0

The latest stable build of our open-source LLM proxy and load balancer.

View release
News
2 days ago

Olla v0.1.0: Text Embeddings Inference, a Reworked Dashboard & Behaviour Changes

Olla v0.1.0 adds a Text Embeddings Inference backend, a reworked dashboard, retry controls and corrected request stats. Several behaviour changes affect existing setups, so check them before you upgrade.

Read article
Blog
29 July 2026

MCP Goes Stateless: What 2026-07-28 Changes

MCP 2026-07-28 drops sessions, the initialize handshake and server-initiated requests. What changed, how to port a server across, and what we get now.

Read post
PRODUCT ECOSYSTEM

From user to backend - every layer

TensorFoundry covers the full LLM stack. Pick the layers you need.

OUR JOURNEY

Engineering private AI infrastructure since 2018

From ML pipelines to self-hosted LLM software: the work behind our products and our advice.

2016-2023
Sherpa
Founder-led ML model management
2023
Scout (internal platform)
Internal on-premises LLM platform
2025
Olla
Open-source LLM proxy
EAP Nov 2026
FoundryOS
Control plane and LLM router
EAP Q1 2027
AgentOS
Multi-agent platform (planned)

Why Local AI?

Run models where your data already lives, on hardware you control.

Privacy First

Prompts, documents and outputs stay on your network. Nothing is sent to a third-party model provider unless you choose to.

Low Overhead

No round trip to a cloud region. Olla, our open-source proxy, adds about 0.30 ms at the median in our published benchmarks.

Predictable Cost

Steady workloads on hardware you own avoid per-token billing. Our cost comparison shows where self-hosting breaks even.

Optimised Performance

Works with the inference engines you already run, such as vLLM, SGLang, llama.cpp and Ollama, on NVIDIA, AMD and Apple Silicon.

OPEN SOURCE

Join the Olla Community

Open-source AI inference proxy perfect for small businesses and development teams. Unified interface for Ollama, LM Studio, vLLM and others with load balancing and failover.

86.4K+
GHCR container pulls
300+
GitHub Stars
Apache 2.0
Open Source
EARLY ACCESS

Get Early Access to the Full Stack

Join the waitlist for priority access to Alloy, FoundryOS, Kaizen, Pivotal and Forge as they launch from late 2026 into 2027.

Get exclusive updates, beta access and founding member pricing.

Priority Beta Access
Up to 50% Off Licensing
Direct Engineering Access
Now Olla, Alloy, FoundryOS, Kaizen + Pivotal
Late 2026 Alloy public release
Early 2027 FoundryOS, Kaizen, AgentOS + Pivotal 5

Planning, validating or tuning private AI?

Independent advice backed by reproducible evidence.