Service

Fine-tuning where it actually pays back

When fine-tuning beats RAG or prompting — for style, structure, latency, or cost at scale. Data prep, training, evaluation, lifecycle.

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Fine-tuning where it actually pays back

What's included

Why companies hire us for this. What's included.

What's explicitly out of scope. How long it typically takes.

Pricing range and the inputs that move it.

Often paired with

fine tuning consultingmodel finetuning

Ready to ship AI, not slides?

Senior-only delivery. Fixed-scope pilots. Your data stays yours.

Discuss your llm fine-tuning services project