Publications
Stories, papers and videos on engineering intelligence, from our team and the engineers we work with.
Featured
Context Engineering: The New Edge in Industrial AI
The models are not the bottleneck anymore. In his opening at CUBE 2026, SPREAD co-founder Robert Goebel argued that the edge in industrial AI has moved to context engineering: the connected, typed product knowledge an ...
Connected Vehicle Diagnostics: From Fault to Fix
A car flags a fault on the road, and today the journey from that signal to a fix runs through a maze of disconnected systems. At CUBE 2026, SPREAD and Salesforce announced a direct integration to close that gap. ...
The Agent-Native Product Lifecycle
For decades, working with engineering software meant learning the tool. In his CUBE 2026 keynote, SPREAD co-founder Philipp Noll showed what comes next: an agent-native product lifecycle, where AI agents operate the ...
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 ...
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