Company
Key Ward
Key Ward turns fragmented simulation, test and manufacturing data into structured, reusable workflows and AI-ready infrastructure
Also known as Key Ward GmbH
- Business model
- B2B
- Legal name
- Key Ward GmbH
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Record updated 29 September 2026
About
Key Ward is an engineering data infrastructure platform that turns fragmented simulation, test, and manufacturing data into structured, reusable, AI-ready workflows. Founded by engineers from Porsche and BMW, the company addresses a core bottleneck in industrial AI adoption: 95% of engineering AI initiatives fail to scale from pilot to production not because of the models, but because the underlying data is scattered across incompatible systems.
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