The models

Frontier models, chosen per job.

We work across the whole field and resell none of it. Every model is tested on your own documents first, and we pick the cheapest one that passes. When your data cannot leave your walls, open models run on your hardware.

Kinds of model

Language models

Read contracts, emails and chats. Reconcile documents. Draft reports. Claude, GPT, Gemini (closed). Llama, Qwen, Mistral, DeepSeek (open).

Decision models

Fast yes-or-no, category or score calls with a confidence number. Is this complete, where does it go, does a person need to see it. Small classifiers trained on your past decisions.

Vision and document models

Read scanned delivery notes, certificates, invoices and inspection photos. Handwriting and layout readers, vision-language models.

Video models

Count trucks at a gate, read a gate photo, check a yard against the plan. Detection and tracking on camera feeds.

Speech models

Handle routine calls, log what was said, draft the follow-up. Transcription and voice models.

Small, tuned models

Run cheaply and privately on your own machines once a task is proven. Distilled or fine-tuned open models.

Keeping current

New models ship every month. Part of running the system is re-testing yours against them, so you always run the best one for the price.

Put an engineer inside your operation.

Tell us about the work your team still does by hand.

Book a call