Borrower PDFs were opened one at a time and typed into a spreadsheet. Now they are read the moment they land in Outlook – text where there is text, OCR where there is not – the figures are lifted out, the lending ratios are computed from them, and the officer confirms instead of transcribing. Compliance status is a live matrix in the Teams app they already had open.
Read the caseatopos GmbH – enterprise AI consulting and ventures, Vienna. Out-of-place thinking. In-production systems.
Systems that stayed up.
Everything here is built inside the client's own boundary – their tenant, their network rules, a sealed DMZ where the data is not allowed to leave.
Who we build with.
The client systems above were delivered with these companies and people.
The demo always works. So we skip it.
One slice that matters – and which slice that is, is a question about your organisation before it's a technical one. We build it against the real systems: your SAP, your tenant, your network rules. At our cost.
You judge it running on your own data, not from a deck. Weeks, not months. If it doesn't hold up in your hands, nothing is owed and nothing is installed.
Go-live is the middle, not the end – the evals, the logs, and the inputs nobody predicted. That part decides whether it is still running a year from now.
Between engagements the systems keep working on themselves – knowledge bases that re-index, an org-memory graph that remembers why a decision was made, agents on our own servers running scheduled research and health-checks. You come back to something better than you left.





