Publications
Stories, papers and videos on engineering intelligence, from our team and the engineers we work with.
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The Impossible List of Affected Things: Handling Change in Complex Mechatronic Systems
Four weeks before a new car starts rolling off the line, someone has to change a signal. A camera and a display stop understanding each other after the last software update. The fix is small. The problem is that no one ...
AI Engineering Copilot: More Than a Chatbot for Your Product Data
Give an engineer a general-purpose chatbot and watch what happens. The first question goes well. The second one, the one that actually matters, comes back wrong: a part number that does not exist, a requirement it ...
GraphRAG: How Knowledge Graphs Make RAG Trustworthy
Every language model is a fluent bluffer. Ask one about your wiring harness and it answers in the same calm, confident voice whether it knows the truth or is quietly inventing one. In a demo, that confidence is ...
Digital Twin vs Digital Thread: Two Halves of One Lifecycle
Teams reach for a digital twin when they want to see a product's behavior, and for a digital thread when they want to trace where its data came from. The two terms get used interchangeably, but they solve different ...
Knowledge Graph vs Relational Database: When Joins Break Down
Ask a relational database "what breaks if we change this signal?" and you start writing joins. Ask it across a dozen engineering tools that were never designed to be joined, and you stop getting answers at all. This is ...
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