NAKRUL

Applied AI

Language models built on your own material.

We train, adapt, test and run open language models for a specific job — and write the scripts, bots and integrations that put them to work. The model learns your language and your subject, and it is examined before anyone relies on it.

Services

From the corpus to a model you can trust in production.

Custom models

Model creation

Continued pre-training and fine-tuning of open-weight models on the client's own corpus — archives, manuals, case files, correspondence — so the model learns its vocabulary and its subject.

Adaptation

Character & domain

A model that holds a role or a field: a historical figure, an expert voice, a house style. Before answering it can look up a base of verified facts and answer from them.

Automation

Scripts & programming

Automation, bots and integrations around the model: data pipelines, internal tools and connections to the systems you already use.

Operations

Deployment & remote execution

On-demand GPUs that switch themselves off when nobody is using them, so you don't pay for an idle machine — or deployment on your own infrastructure.

Evaluation

Fixed exams before release

Before a model is published it sits a fixed exam of questions with answers prepared in advance — the same for every version, so progress and regressions are measured, not guessed.

Margarit

Experimental demo — coming soon

Work with Nakrul

Have an asset to tokenize, or a token to launch?

Tell us what you're building. We'll map the path from structuring to a live, traded, marketed asset — and quote the pieces you need.