If more email, forms and PDFs arrive each week than anyone has time to read, the bottleneck is triage, not writing. This service puts a language model in front of that queue: it sorts, labels, extracts the fields you actually need, and routes the result to wherever the work already happens — a Sheet, a CRM, a Slack channel, an inbox label.

It runs on existing model APIs. That is the point: no training data to collect, no GPUs to rent, no months of iteration before anything works.

What is explicitly out of scope

We do not train, fine-tune or build custom AI models, and we do not label datasets. If your problem genuinely needs a bespoke model, this is the wrong shop, and you will hear that on the first call rather than three invoices in.

What you get

A working triage pipeline inside your own accounts — your API key, your data, your infrastructure — plus the rules file that drives it, so the classification can change later without calling anyone. Built with Python, n8n or Google Apps Script, whichever sits closest to where your data already lives.

How it starts

Book a 20-minute call and bring one real week of inbound. We decide together whether automation is even the right answer. Sometimes it is a filter rule, and you keep your money.