Success stories
The work behind the numbers.
Engineering under real constraints, from air-gapped AI to edge silicon and industrial machines.
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Global automotive research institute
A third of expert time recovered, with no data leaving the institute
Every team that builds presentations from proprietary data faces the same problem: the AI tools that speed up the work require uploading that intellectual property (IP) to an external service. A global automotive research institute avoided this by running the AI on its own servers. Its IP stays on its own network, and it still recovered about 30% of expert time.
~30%expert time recovered in the first six months -
Carbassador
From a business idea to a live car marketplace, in under five months
75.9%of non-admin users used the in-platform chat -
Kardex
An open control system for Kardex’s Vertical Lift Module, with no vendor lock-in
2025ANIS Software Outsourcing Project of the Year -
Global automotive manufacturer
Controlled AI that speeds automotive requirements work by about 3x
3×faster per requirement, from 35–55 minutes to about 10
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