Proof

Weights you can read not a model bake-off as a service

We do not sell LLM selection as a consulting SKU. The Foundation ships named open-weight files with licence text on disk. Accuracy figures, when published, carry test set, date, model version and scoring method. Until then, the honest statement is: no public number.

What ships

Vision/OCR, LLM, embeddings and reranking. Apache 2.0 and MIT only. An SBOM covering models as well as code is generated per release. Nothing carries a usage gate a vendor can revise after you deploy.

How you evaluate

Paid proof of value on your documents, in your environment, with success criteria in writing. The security pack lists the weight files so counsel can read the licences on disk.

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Frequently asked questions

Which models do you ship?

Only Apache 2.0 and MIT weights across vision, LLM, embeddings and reranking. Named files and licence texts are in the security pack. We do not mix in weights whose licences restrict air-gapped use.

Talk to BizfyLabs

Read the licences, then the demo

Architecture, the model licence list and the security pack are published. Your legal team reads files.

  • Offline demo on a disconnected machine

  • Paid proof of value, criteria in writing

Requirements

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