Judgement nobody wrote down
Decisions your team makes fifty times a day, based on experience that lives in a few people.
For the problem no product on the market solves.
It is the decision your team makes fifty times a day using judgement nobody wrote down, or the document nobody has time to read properly. We build the system for that problem specifically - the model, the data around it, the interface, and the guardrails that keep it inside your rules.
The problem
The problem worth solving is rarely the one an off-the-shelf tool addresses.
Documents nobody has time to read
Invoices, contracts and specifications that arrive faster than anyone can check them properly.
Problems no product was built for
Off-the-shelf tools solve the general version. Your version is specific, and that is where the value is.
What we build for intelligent systems.
- Document understanding, extraction and classification
- Forecasting and anomaly detection on your own history
- Internal copilots grounded in private data
- Decision support that shows its working
This is the part of the business that has no product page, and increasingly the part clients come to us for.
How it works
How we build it
- 1
We define the decision
What goes in, what should come out, and how you will know it is right.
- 2
We build on your data
The model, the data pipeline around it and an interface your team will actually use.
- 3
We add guardrails
Confidence on every output, with anything below your threshold sent to a person.
- 4
We hand it over
Documented, deployed in your environment and owned by you.
What it looks like running
Extraction · supplier invoice
SupplierNorkman Industrie GmbH99%
Invoice no.NI-2026-0447199%
Net / VAT€14,280.00 · 19%98%
PO matchPO-88231 - 3 of 4 lines71%
Payment terms45 days - outside policy84%
Two lines need a person: the PO mismatch and the terms exception. Everything else posted automatically.
Where it fits
Where intelligent systems fits
Finance
Invoices and purchase orders read, matched and posted, with mismatches flagged for review.
Operations
Demand forecasts and anomaly alerts built on your own history.
Internal knowledge
Copilots that answer staff questions from private documents, with sources shown.