Your own fine-tuned model, deployed locally
A generic model over API is fine to start; a model of your own is an asset. We fine-tune a 5-10B parameter model on your operation's data, focused on your task. It runs on your own hardware or even offline: your data never leaves your company (Chile's Law 21.719). You pay nothing per token and depend on no external provider's rules. We are honest: for open-ended reasoning we combine it with a large model via API (hybrid approach). Own model from $2.900.000 with updates from $390.000/mo; local deployment from $1.900.000 with maintenance from $390.000/mo.
Net prices (VAT excluded). VAT is a tax credit for registered businesses.
— VSOL — condiciones de servicio
Pain
Sensitive data traveling to third-party servers, per-token bills that keep growing, and rules that change without notice.
Response
A specialized model running on your infrastructure: data at home, a fixed recurring fee, and less noise in the answers.
How it adapts to the case
Your own fine-tuned model, deployed locally
Data curation
We organize and prepare your operation's data for training: real, clean, labeled examples.
Fine-tuning and evaluation
We train a 5-10B open-source model on your task and measure accuracy against real cases.
Deployment on your hardware
We package and install the model on your server, mini-PC, or device, with hardware advisory included.
Layered security
In the premium setup, an orchestrator audits and validates; mini-agents operate with least privilege. Defense in depth, hardened against prompt injection.
Continuous updates
We retrain and maintain the model month by month, with a fixed recurring fee and no usage charges.
Outcomes
Your data never leaves
Frequently asked questions
Can a 5-10B model do everything a large model does?
No, and we tell you upfront. Your own model masters your specific task with less noise. For open-ended reasoning we combine it with a large model via API: a hybrid approach, each piece where it performs best.
How protected is my data?
With local deployment, your data never leaves your company, aligned with Chile's Law 21.719. In the premium setup we add an orchestrator that audits and validates, plus least-privilege mini-agents. It is defense in depth: it reduces the risk; no system eliminates it.
How much does it cost in total?
Own model from $2.900.000 plus updates from $390.000/mo. Local deployment from $1.900.000 plus maintenance from $390.000/mo. Prices are net CLP; invoices add VAT. Everything is declared upfront.
Do I need to buy expensive hardware?
Not necessarily. A well-specified local server or mini-PC is enough for a 5-10B model. Hardware advisory is included in the deployment and you own the equipment.
The next rung of the ladder
“What happens to your data and your costs if your AI provider changes the rules tomorrow?”
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