Zorbe

Text Distillation

Turn your LLMs into task-specific, domain-specific SLMs you own — better accuracy on your work at a fraction of the cost. Distilled on your traffic, verified by our judge model, deployed your way.

Your traffic teaches a small model

We capture the prompts and outputs that matter from your own traffic — no hand-labelling — and the teacher supervises a student on them. What ships is a task-specific, domain-specific SLM: better accuracy on your work at a fraction of the cost.

your traffic domain dataset teacher LLM distill SLM your tasks task- & domain-specific

aYour domain

Distilled on your own traffic — the prompts and outputs of your domain, with no hand-labelling.

bJudge-verified

The student ships only when our judge model confirms it matches the teacher, behind canary gates.

cDeployed your way

Hosted by us or inside your own environment — a fraction of the cost and latency, and the model is yours.