Challenge
Cloud-only processing does not suit production lines that are air-gapped, security-sensitive, or dependent on immediate machine-level decisions.
Solution
We placed inference close to the machines, integrated sensor and equipment data through industrial protocols, and defined OT/IT bridge and sensor-fusion patterns, leading work packages across the EU Horizon-funded consortium.
Results
- Enabled faster decisions with less cloud dependency
- Strengthened data control and reusable industrial IP
- Delivered consortium work packages and publications
- Established reusable architecture patterns for future lines
Technology
Python · C++ · Edge AI · OT/IT Integration
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