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Tomaris for Enterprise

Central Asia shouldn't rent its intelligence

Sovereign, Uzbek-native AI for banks, government, healthcare, and universities — hosted in-country, so your data never crosses a border.

Why institutions can't just use foreign APIs

Data leaves the country

Every query to a foreign API sends your customers' data to servers abroad. For banks, hospitals, and government, that's often not just a risk — it's not permitted.

Access is a policy decision

Access to frontier models is granted — and revoked — by foreign governments and labs. Critical infrastructure shouldn't sit behind someone else's switch.

They don't speak Uzbek natively

Global models hallucinate Uzbek grammar, miss cultural context, and can't reliably tell good Uzbek from bad. Your customers notice instantly.

Two ways to work with us

Run our model

Deploy Tomaris on in-country infrastructure or inside your own perimeter, on flat monthly contracts — no per-token surprises.

  • Customer-support chatbots customized on your knowledge base
  • Hosted in Uzbekistan — data never leaves the country
  • Flat pricing that scales with your institution, not your token count

Build your own on our engine

Building an in-house model? License the data engine behind Tomaris — human-reviewed by native annotators on our own portal.

  • SFT translation triples (Uzbek ↔ Russian ↔ English)
  • DPO/RLHF preference pairs from native Uzbek annotators
  • Benchmark licensing: 304 prompts across 7 tracks
  • Custom alignment runs on your checkpoints

The support-desk math

A worked example for a bank with 5 million active app users:

~5% contact support monthly, ~1.4 tickets each≈350K tickets / mo
~70% are tier-1 questions an LLM handles≈245K AI chats / mo
Human cost today at ~$1.50 per ticket≈$370K / mo
A Tomaris support deployment, flatfrom $8K / mo

20–40× lower cost on tier-1 support — answering in native Uzbek, Russian, or English, around the clock. Smaller institutions start from $2K/mo flat.

Built on real assets

1B+
Uzbek words collected
75,000
lines of human-reviewed Uzbek SFT
304
benchmark prompts · 7 tracks
150
native annotators on our portal

Where this goes

Now

Uzbekistan

Live model, sovereign API, first enterprise deployments.

Next

Kazakhstan

Kazakh-language expansion — the same engine, the next market.

Then

The Turkic family

200M+ speakers: Uzbek, Kazakh, Kyrgyz, Azerbaijani, Turkmen, and more. No model speaks the whole family natively.

Beyond

The next billion

The next billion AI users speak languages nobody is building for. We start with the family we already speak.

Talk to us

A live demo takes minutes to set up. Tell us about your institution and we'll show Tomaris on your own use case.