About
A software engineering consultancy.
MbitAI is led by Eddie Beloiu. We build AI and data systems that remove manual work, then hand them over so your team runs them without us.
What we do
AI & LLM integrations come first: extraction, cleaning, agent workflows, and fine-tuned small models, deployed in the cloud or fully offline. Around them we build the Python automation, internal tools, and data pipelines those systems depend on.
Recent work
We automated the PLM data migration at Hero Group: converting SAP bills of materials into a new recipe model, with every mapping rule documented so the client team could run it themselves. The same approach drives our open-source work, from the Enterprise Context Layer and Enterprise-SLM-Data-Cleaner to recent offline log parsing: the SecOps-2k dataset and the Trail parser with a per line audit trail.
Remote by default
We work remotely with teams in Germany, the USA, and internationally.
Have something to build?
Email info@mbitai.com with a short description, a repo, or a list of problems.