Engineering Data Infrastructure

Key Ward is the missing foundation for engineering data and AI. It connects simulation, testing, and manufacturing systems, structuring the raw data they generate into physics-aware datasets.

The platform extracts solver metadata, and fuses simulation with real-world test data.

It delivers what horizontal platforms can’t:
engineering-native data processing, surrogate modeling, and machine learning workflows.

You keep your stack.
We make it work for engineering AI.