The AI that belongs to you.

Yes. Upon full payment, all transferable rights to the fine-tuned model, including the model weights, pass to you irrevocably. We retain no rights of use, exploitation or recall. You receive the dataset and the model with the delivery, and we delete our copies afterwards. As proof you receive a certificate of ownership with a hash (SHA-256).

Yes. You may use, modify, reproduce and commercially exploit it without limitation in time, territory or scope, including reselling it. You only need to observe the Apache 2.0 terms of the base model, essentially the licence notice; the licence text is included with the delivery.

The model becomes your property upon full payment and is in principle capable of being capitalised and depreciated as an intangible asset. What you recognise are the acquisition costs, that is the price you paid; the base model is licensed under Apache-2.0 and causes no separate cost. The certificate of ownership and the invoices serve as evidence. Please align the specific accounting treatment with your tax advisor.

Nothing changes for operation. Your model runs entirely locally on your own hardware, with no licence server or cloud account. Everything you need to operate it is in your building and belongs to you.

Your documents are used exclusively to train your model and are stored in the EU or Switzerland. The processing takes place on a GPU instance provisioned solely for your order in the EU or Switzerland, run by our own software, without any external AI provider; you confirm the processing instruction when you order.

Yes. As soon as you confirm via the link we send you that your model has been made available for download, we permanently delete uploaded documents, the training data derived from them and our copies of the model. Without confirmation we remind you twice; 30 days after provisioning we delete even without confirmation. We retain order and invoice data only within statutory retention periods.

PDF, Word, Excel and PowerPoint, emails (MSG, EML), EPUB, as well as text, Markdown, CSV and HTML files, bundled as a single ZIP file. Scanned PDFs and images are read by text recognition. Unusable files are skipped and logged; the order continues.

You request a quote and accept it in your customer account. There is no deposit. Once processing of your data begins, we issue one advance invoice for the price in the quote; it is net and payable within 14 days. No further invoice follows.

Once your order is accepted and your data is uploaded, the pipeline starts automatically. For M, preparation, training and quality checks usually take just a few days, for L we expect around a week. Once your model is ready, you receive the activation code by email and can download it.

Not necessarily. If you run the model yourself, you choose the hardware freely; as a guide we name compatible devices such as the NVIDIA DGX Spark or the DGX Station, and you load the model onto it using our program. Alternatively we plan and deliver the hardware to you ready-configured, from these systems to individually designed HPC GPU servers. This is offered as an individual quote; the options are described on the operation page.

Yes, on request. We deliver ready-configured NVIDIA systems such as the DGX Spark or the DGX Station, or plan an individually designed HPC GPU server. This is offered as an individual quote; details are under Operation.

On open Qwen models under the Apache 2.0 licence: Qwen3.5-9B for size M, Qwen3.8-27B for size L. That is exactly why we can transfer all rights to the fine-tuned model to you; this is documented in the certificate of ownership, which names the base model.

Each solves a different task. Document retrieval (RAG) searches stored documents and keeps individual facts current, but knows neither your use case nor your company's way of working or language. Your fine-tuned model has learned exactly that. The right combination uses both: stable long-term knowledge in the model, maintainable factual knowledge in retrieval. AnythingLLM, the interface provided with your model, already includes document retrieval; you switch it on at no extra cost and manage your documents yourself.

No special IT expertise is required. You download the setup program from our website, install it on your hardware and enter the activation code and your account details. The program checks the hardware, selects the appropriate path and sets up the model locally.

Yes. Your model keeps working without us; there is no technical dependency. As your body of knowledge grows, commission a further training and use our program to load the result onto your hardware again. With every model we hand over the dataset with a data sheet and the LoRA adapter for the current base model. The adapter is the file that carries your specialist knowledge; the dataset can also be used to fine-tune another model.

We offer retraining on a new base model with your dataset as a service on request; we do not commit to a date. The dataset is in your hands and can also be used with common tools for another model.

Deliberately not. Your model learns your company's stable knowledge but does not assert day-to-day figures such as prices, discounts, stock levels or delivery times, because these change constantly. For such questions it answers helpfully and points to the reliable source, for example your current price list or your sales team. This keeps its answers correct even as figures change.

German and English by default. Every model is trained bilingually so that it answers requests in both languages in your company's style. The terminology and tone come from your documents.