Key Ward on the road

Modeling

"I think the platform is capable of building a model that has the likelihood of bringing down the time needed for a loop to 2–3 hours, thus contributing to reducing the RFQ time from 1.5 months to days. And it's got a great interface to it as well."

Validation

"We generated data across seven simulation and test environments. Key Ward connects all of it automatically; structured, queryable, and ready for Al/ML with dashboards that give stakeholders instant visibility. Groundbreaking for any data-drive engineering team. We are already seeing fruits and can't wait until we are fully migrated with all our data in one place!"

Concept

“Key Ward, currently deployed across two European locations, enables Autoneum to turn internally generated engineering, test, and formulation data into AI-ready, interoperable assets. The data used is produced with Autoneum's own materials and measurement systems. This ensures full data protection while allowing us to systematically unlock the value of our own engineering knowledge.”

Production

"I see a big potential for time saving during investigation and diagnosis work for complex processes with many variables , HSCB is a good example. With Key Ward we have a way to shortcut some investigations, such as into scrap rate and reject rate, and make the improvements earlier than we do today."

Modeling

“Key Ward helped our engineering program move beyond brute-force simulation using structured data and reduced order models to optimize aerodynamics faster, at a lower cost, and at scale"

Post-Launch

“By connecting plant and field data with explainable AI, a leading automotive OEM moved from reactive troubleshooting to proactive, data-driven reliability engineering, turning post-launch data into strategic advantage“

Modeling

”Key Ward helped FEV turn simulation data into reusable engineering intelligence that enabled faster convergence, lower cost experimentation, and scalable CFD workflows.”