Publications
Stories, papers and videos on engineering intelligence, from our team and the engineers we work with.
Featured
Closed-Loop Digital Twin: Turning Field Feedback Into Engineering Action
Most digital twins are one-way mirrors. They show the product as designed and, at best, as built, but the story stops there. What the product actually does once it is in customers' hands, the faults, the drift, the ...
How to Build a Knowledge Graph for Engineering, Step by Step
Most teams do not stall on building a knowledge graph because the technology is hard. They stall because they start with the database instead of the questions, bolt together a custom schema for one project, and quietly ...
Engineering Data Management: From Scattered Systems to One Navigable Model
Ask a simple question about a modern vehicle. Which requirement drives this function, and which software release changed the signal behind that field complaint? The answer is real, but no single system holds it. Parts ...
Model-Based Systems Engineering: When the Model Loses Touch With Reality
Model-based systems engineering was supposed to end the era of the system living in a thousand documents. One formal model, drawn once, kept current, describing the requirements, the functions, the architecture, and the ...
Root Cause Analysis Methods for E/E and Software Failures
The 5 Whys was invented on a Toyota shop floor to explain why a machine blew a fuse. It is a beautiful tool for a bolt that sheared or a pump that seized. Point it at an intermittent CAN bus fault that only appears ...
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