Engineering intelligence,written down.
Posts, papers and talks from the SPREAD team on engineering data, AI and the systems behind complex products.
All posts
- Mar 13, 2026
Scaling Industrial AI from Pilots to Value: Target Architecture
Scaling Industrial AI from Pilots to Value: Target Architecture Many AI initiatives in engineering start with promising pilots but struggle to scale into production environments. The Scaling Industrial AI from Pilots to ...
- Nov 17, 2025
The Engineering Intelligence Index
75% of engineers now spend at least a third of their time on admin, coordination, and chasing information across siloed systems rather than on development work.
- Aug 27, 2025
Digitalization of Complex Systems: Knowledge Graphs and LLMs in Systems Engineering
Modern vehicles and aircraft are no longer just machines. They are software-defined, data-driven ecosystems, with complexity rising exponentially. In automotive alone, software complexity has grown by 300% in the last ...
- Nov 26, 2024
Back to the future: CUBE 2024 Report
Today's engineering leaders face a dual challenge: the pressure to innovate faster while managing ever-increasing product complexity.
- Oct 23, 2024
Tech Deep Dive: Federated queries in Dataspaces
Global economic and legal challenges require innovative solutions that balance efficiency, security, and data sovereignty. Industries such as automotive, logistics, and manufacturing are facing mounting pressure to ...
New writing,when it is worth your time.
A short note when we publish something new on engineering intelligence, knowledge graphs, or the systems behind complex products.