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|Custom AI Development

Sovereign AI

Sovereign AI · custom development

AI built
for your domain.

Off-the-shelf AI is generic by design. We build custom models, agents, and pipelines fine-tuned to your data and your problem — self-hosted, so the capability and the data both stay yours.

a generic vendor APIAI built for you

The shadow

One model, everyone's problem.

A generic API answers everyone's questions adequately and yours specifically — never. Your domain knowledge leaks into the prompt with every call, and trains someone else's roadmap.

The reality

A model that knows your domain.

We fine-tune open models on your data and wrap them in agents built for your workflow — served on your own infrastructure, improving with use, and owned outright.

What we build

Custom AI, owned.

Fine-tuning

Tuned to your data

Open-weight models fine-tuned on your corpus, behind your firewall — capability that compounds with use.

Agents

Custom agents

Task-specific agents wired into your systems and workflow, not a chat box bolted to the side.

Retrieval

RAG & pipelines

Retrieval over your private corpus, with no data leaving the perimeter to get an answer.

Rigor

Domain evaluation

Evals built to your domain, so capability is measured against your work — not assumed from a benchmark.

Where it fits

Part of the Intelligence layer.

Custom AI Development is one face of L6 — Intelligence — the summit of the owned stack. It's orchestrated by TL-MoA, served as self-hosted models, and embodied first in EDEN.

Start here


Audit where AI could compound.

The Diagnostic maps where generic AI is leaking your data and budget today, and what owned, custom AI would cost to build.

Book the Diagnostic

Stop renting
your reality.