A consulting partner built for the messy middle — where a promising model meets a real process, a real ledger and a real team
Systems in production across cloud, on-premise and air-gapped environments.
They rewrote how our claims desk works. Quiet, fast, and nothing broke on the way in.
Contracts, claims, invoices and field reports — read, routed and checked against your own rules.
What the last three years produced
Figures come from client-side reporting at the six-month mark, not from our own dashboards.
Engagements delivered since 2019, across 20 countries.
Median share of a queue handled without a person touching it.
Average time from kickoff to the first workflow running live.
Median first-year return on the initial build cost.
Notes from the delivery floor
Your pilot succeeded and nothing changed. Here is why.
The gap is rarely the model. It is usually the eight steps around it that nobody costed. A pilot proves…
admin · 1 min read
A smaller model, tuned on your own examples, usually wins
What we found running the same six tasks across hosted and open weights for a year. On narrow, repetitive tasks…
admin · 1 min read
Write down what the system may decide alone
A one-page decision boundary saves more arguments than any policy document we have seen. Before the first line of code,…
admin · 1 min read
Bring us the process nobody wants to touch
Send a short note about the workflow and the number you need to move. You will get a written reply from an engineer, not a form response, within two working days.