Analysis Arcadis Ran 150 Engineers Through an AI Platform for Six Months, Then Wrote a Cheque A €4.87 billion engineering firm has taken a stake in Nomic, the company behind GPT4All, after a trial across 12 countries. The interesting part is not the investment — it is that the trial came first, and the numbers were published. Hugo Pegley · Aug 16, 2026
Product Torus comes out of stealth with AI agents for engineering documents The Y Combinator–backed startup is building AI that reads P&IDs, datasheets and specs across an entire capital project to catch cross-document errors before they reach the field. Hugo Pegley · Jul 15, 2026
