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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 data and 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.

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Hoss Habib is the Co-Founder and CEO of Keyward.

10 people are employed at Keyward.

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