Other industries
Your industry is not on the list
The models are specific to each industry. The process is not.
Every model we build starts the same way: your call archive, a working definition of what a good call looks like in your business, a fine-tuned small model, and an honest benchmark against a frontier API — including where the small model loses.
What we need from you
- Existing call recordings or transcripts, ideally an archive rather than a sample.
- Enough volume to justify dedicated inference infrastructure.
- Someone internally who can say what a good call looks like and adjudicate disagreements.
- Cloud infrastructure you control, or the appetite to run it.
What you get
- A model trained on your conversations, deployable in your environment.
- The weights, the evaluation harness and the infrastructure definitions.
- The numbers — so the decision rests on evidence rather than a demo.
When we will tell you no
Low call volume. No recordings. No infrastructure. Or a task that genuinely needs frontier-level open-ended reasoning — those exist, and a fine-tuned 3B model is the wrong tool for them. We would rather lose the engagement than ship something that underperforms the API you already pay for.