Custom LLMs

A language model that knows your business.

General models don't know your products, your policies or your customers. We adapt open and licensed models to your domain, and deploy them where your data already lives.

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Capabilities

What you get.

Domain adaptation

Fine-tuning and retrieval on your documents, tickets, contracts and code, so answers use your terms and cite your sources.

Private deployment

Your cloud, your data center or air-gapped. Weights and data stay inside your boundary.

Right-sized models

We pick the smallest model that meets your quality bar, which cuts serving cost and latency.

Grounded answers

Responses link to the source passages they used, so people can check them.

Continuous evaluation

Test sets built from your real tasks, run on every model update before it ships.

Multilingual

Support for the languages your customers and teams use, evaluated per language.

For developers

One API, your endpoint.

An OpenAI-compatible API on your own domain, so existing tools and SDKs work with a one-line change.

# Call your private model (example) curl https://ai.your-company.com/v1/chat/completions \ -H "Authorization: Bearer $TUQUANT_KEY" \ -d '{ "model": "your-model-name", "messages": [{"role": "user", "content": "Summarize claim 4471 against policy terms"}] }'

Applications

Built with Custom LLMs.

AI software lifecycle

TuQuant Medha

Software from idea to production, with a person approving every release.

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Documents and audit

TuQuant Samiksha

Contracts, purchase orders and invoices that always agree.

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Content and experience

TuQuant Rachna

On-brand content from a single prompt.

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Start with a two-week model assessment.

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