Abstract 3D render — four ribbons of liquid metal in indigo and coral, side by side
/ expertise

What we know how to do, and where we have proved it.

Four areas. Each one carries at least one piece of work delivered and measured, not a list of claimed skills.

Our four areas

Consulting & feasibility →

Finding out whether AI can solve your problem, at what error rate and at what real cost, before anything gets built. We resell no licences.

Custom automation →

The frequent, tedious tasks: moving data between systems, processing incoming documents, chasing follow-ups. One measured case: 68 receipts extracted from a 34-page scanned PDF, duplicates detected.

Academic research →

An econometric modelling interface delivered to a research team, validated by the author, with AIQual cited in the publication.

Audio & transcription →

Multi-speaker transcription that runs fully offline, with a confidence score for every segment. The recording never leaves the machine.

What they share

Three rules hold across all four areas.

  • A first result in under four weeks, at a fixed price known from step 1.
  • Your data stays where you want it: Swiss hosting, or deployment on your own infrastructure.
  • We say what does not work. A system that admits a gap is worth more than a system that always answers.

Put a problem to us →