Publications
Stories, papers and videos on engineering intelligence, from our team and the engineers we work with.
Featured
GraphRAG: How Knowledge Graphs Make RAG Trustworthy
Ask a standard AI assistant a hard question about your product and it will retrieve a few paragraphs that look similar to your question, then do its best to stitch an answer together. That works for a support FAQ. It ...
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 ...
Agentic Engineering: When AI Agents Act on Your Product Data
Engineers still lose most of their week to the same quiet tax: finding information. Studies and our own customers put it at 50 to 70 percent of an engineer's time spent searching for, checking, and recreating data that ...
Engineering Intelligence vs BI: Different Questions, Different Tools
The dashboard shows green. On-time delivery is up, test pass rate is steady, and open defects trend down. Then a field issue arrives on a variant nobody thought the change touched, and three senior engineers spend a ...
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