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Turn engineering data into faster decisions

"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."

Andrew Dragon

Sr. Staff Development Engineer, BorgWarner PDS

"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!"

Dr. Jeremy Howard-Knight

Head of Business Development

“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.”

Dr. Thibault Lafont

Technical Expert, Acoustics

"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."

Adam Taylor

Manufacturing Engineer, BorgWarner Bradford (UK)

“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"

Dr. Yuchen Leng

Lead Aerodynamics Engineer

“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“

Sr. Development Engineer

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

Lead CFD engineer

Used by engineering teams at

Talk to

Hoss

CEO

of Key Ward

Engineering teams spend 80% of their time cleaning data instead of engineering. 95% of engineering AI projects never reach production, not because of the AI, but because the data underneath it is unusable.

There are zero purpose-built solutions for this problem. Until now.

Key Ward is the data infrastructure layer between your engineering data and AI used in production today by Ericsson, Camfil, Autoneum and FEV.

In this discovery call, we will talk about where your team stands today and whether Key Ward is the right fit for you.

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"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."

BorgWarner (T3)

Manufacturing Engineer, BorgWarner Bradford (UK)

"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!"

Carnot

Head of Business Development

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

FEV

Lead CFD engineer

"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."

BorgWarner

Sr. Staff Development Engineer, BorgWarner PDS

“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.”

Autoneum

Technical Expert, Acoustics

“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“

BMW

Sr. Development Engineer

“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"

Beyond Aero

Lead Aerodynamics Engineer

/ Why Key Ward

Engineering teams across automotive, aerospace, and industrial manufacturing are using Key Ward

Works with your existing tools — no rip-and-replace

Run your own machine learning models or integrate open-source frameworks

Deploy behind your firewall or in your cloud

No data lock-in

60%

faster time to insight vs. manual data preparation workflows

90%

reduction in simulation and compute costs

4–5

hours saved per cycle vs. manual data handling

Case Studies

all case studies

A Leading Global Industrial Manufacturer Accelerates HVAC Filter Design with AI-Driven Surrogate Modeling

BorgWarner Reduces Scrap and Improves Manufacturing Quality with Data-Driven Production Analytics

Beyond Aero Accelerates Aerodynamic Design for Next-Generation Aircraft