Model Foundry
AI models tailored to each government, operation or enterprise.
Model Foundry rebuilds advanced AI models around a single problem: yours. They are trained on your knowledge and run inside your infrastructure.
- One problem, one model
- Ultra-compact
- Offline
- On-device
Tailored
Nano, small or medium: the right size for every decision.
Nano
Fits in a phone, a sensor or a vehicle. Answers instantly and offline, where the work happens.
~7 MB
Small
Runs on the CPU of a laptop or a local server and understands an operation's documents, manuals and records.
~15 MB
Medium
For the most demanding tasks: more context and more sources, without leaving the organization's network.
On your network
Trained on your knowledge. Your documents, your vocabulary, your rules.
Your data never leaves. Trained and run inside your infrastructure.
Predictable cost. No paying a third party for every query.
The process
We don't compress a large model: we rebuild it around the problem.
Advanced model + domain knowledge
Phase 01
Understand
- Domain data
Phase 02
Rebuild
- Architectural reduction
- Optimized vocabulary
- Distillation and specialization
Phase 03
Deploy
- Evaluation and calibration
- Quantization and export
- Edge deployment
A case: mining
A model specialized in mining that understands the query and answers inside the browser, offline.
- model size
- 6.9 MB
- cost per query
- $0
- sent outside the network
- 0 bytes
- runs on the CPU
- No GPU
Mission
One problem.
To turn this process into a repeatable, scalable and increasingly automated technology: a factory that transforms knowledge, data and advanced models into thousands of specialized intelligences.
Let's look at your case
In a briefing we review with your team which sources you have, which questions you need answered and what we can deploy.

