SYSTEM FEED
NETWORK · Starlink uplink nominal · Meshtastic spine 312 nodes COMPUTE · OpenStack region — your metal MONEY · certified merchant rails · live EDGE · OpenIoT inference at source INTELLIGENCE · self-hosted models · TL-MoA online STATUS · 0 hyperscaler dependencies

Services|Sovereign AI|Self-Hosted Models

Sovereign AI

Sovereign AI · self-hosted models

Models on
your metal.

Frontier-grade capability doesn't have to live behind a meter. We serve open-weight and fine-tuned models on your own compute — owned, private, and free of per-token billing.

models behind a metermodels on your metal

The shadow

Capability you rent by the token.

A hosted model is capability you rent — metered, monitored, and gone the moment you stop paying. Your prompts and your data ride someone else's wire to get there.

The reality

Capability you host.

Open-weight models, optionally fine-tuned, served on the compute layer you own. The data stays in-perimeter, the cost is your hardware, and the capability is yours to keep.

What we build

Models, owned.

Open weights

Inspectable models

Open models you can run, inspect, and modify — no black box you're only allowed to query.

On your compute

Your region, your metal

Served on the owned compute layer (OpenStack / Ubuntu), in a region you define.

No meter

Priced as hardware

Capability scales with your infrastructure, not a per-token bill that grows with success.

Private

In-perimeter by default

Prompts and data never leave your perimeter to be answered — nothing to leak, nothing to train.

Where it fits

The serving tier of Intelligence.

Self-Hosted Models are how L6 — Intelligence — actually runs. TL-MoA orchestrates them, Custom AI Development tunes them, and they sit on the Compute layer (L2).

Start here


Audit what you rent by the token.

The Diagnostic maps where metered AI is billing and exposing you, and what self-hosting the models on owned compute would cost.

Book the Diagnostic

Stop renting
your reality.