/
industries

Building Reusable Engineering Intelligence for Industry Leaders

Key Ward enables industries built on multi-system simulation, testing, and design programs to move from fragmented data and one-off analyses to reusable engineering intelligence.

By connecting multi-source engineering systems into a unified environment, teams can access, analyze, and reuse data to build automated workflows and machine learning models that improve over time.

Automotive & Mobility

OEMs and suppliers gain a competitive edge by accelerating engineering cycles and reducing reliance on costly simulation loops.

Screen design candidates without running full simulation workflows, predict key performance metrics instantly using trained models, reduce reliance on time-intensive and expensive simulation loops

Learn more

60%

faster time to insight vs. manual data preparation workflows

90%

reduction in simulation and compute costs

Autoneum reached optimal acoustic performance for an advanced material using structured data and a repeatable workflow

read case study

Aerospace & Aviation

Aerospace engineering generates massive volumes of simulation and test data across aerodynamics, structures, and thermal systems.

Unify simulation and test datasets across programs, compare design variants and performance metrics and automate validation workflows across experiments

Learn more

Thousands

of dollars saved per design iteration, resulting in multi-million-dollar savings per program

90%

reduction in simulation and compute costs

BeyondAero Accelerates Aerodynamic Design for Next-Generation Aircraft

read case study

Industrial & Advanced Manufacturing

Industrial manufacturing generates large volumes of production, sensor, and quality data across lines and facilities.

Automate ingestion and structuring of production data, instantly visualize KPIs and correlate process parameters and save machine time with near real-time root cause analysis and failure detection

Learn more

Thousands

of dollars saved per design iteration, resulting in multi-million-dollar savings per program

$230K+

in annual savings vs. repetitive manual processing tasks

Tier 1 Supplier Reduces Scrap and Improving Manufacturing Quality with Data-Driven Production Analytics

read case study

Additive Manufacturing

Additive manufacturing workflows require coordination across design, process simulation, and physical validation.

Learn more

€0.5M

saved in scrap, energy and inefficiency

70%

faster RFQ resolution versus traditional engineering workflows

Renewable Energy

Renewable energy systems generate large datasets across simulations, field data, and operational monitoring.

Integrate simulation and operational datasets, analyze performance across turbine or system variants, build predictive models for system optimization

Learn more

70%

faster RFQ resolution versus traditional engineering workflows

4–5

hours saved per cycle vs. manual data handling

Leading Engineering Organizations Gain an Advantage with Key Ward

Modeling

“Key Ward reduced RFQ time from 1.5 months to days. And it’s got a great interface as well.”

Sr. Development Engineer Tier 1 Supplier

Validation

“We’ve eliminated 4–5 hours of manual data handling per cycle. Our engineers now go straight from test to insight because Key Ward auto-connects to our rigs, instantly structuring data for analysis and optimization.”

Sr. Development Engineer

Modeling

”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

Concept

“What used to take days now takes minutes. We spend less time processing data and more time making decisions. We have clear visibility into the data that is being used to train our models.”

Dr. Thibault Lafont

Technical Expert, Acoustics

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“

Sr. Development Engineer

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"

Senior Aerodynamics Engineer

Build the Data Foundation for AI-Driven Engineering