In build

A custom AI model trained on your business

We race it against the best general AI on your real tasks

From $2,000

We train an AI on your work, then race it against the best general AI on your real tasks. You see which one wins and by how much before you commit to anything.

Vigil Harbor trains an AI on your work, then races it against the best general AI on your real tasks, so you see which one wins before you commit to anything.

The proof

The full training and evaluation pipeline is built and running internally.

The full training and evaluation pipeline is built and running internally.

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Questions we get

Is a custom model worth it?

Sometimes. That is why we race it against the best general model on your actual tasks and show you the score. If the general model wins, we tell you, and you saved the money.

What data does training use?

Your documents, examples and past work, handled under a written data policy. Nothing leaves your control without your sign-off.

What does it cost?

From $2,000 including the head-to-head evaluation.

Popularly paired with

Taking on more than one service can warrant a discount. Ask on the call.

Start with the free audit.

Half a day, a findings sheet you keep, and a fixed quote for a model trained on your business or anything else on the list.