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 Newforma's Vojo Bets That the Killer AI Feature in Construction Is Filing Your Email The AEC project-information veteran has launched an agent-driven assistant aimed not at the glamorous parts of construction AI, but at the administrative sludge — submittal reviews, document search, and the eternal problem of where to file an email. Hugo Pegley · Jun 12, 2026
Product Procore's AI Bet: What Copilot, Agents, and a $300M R&D Budget Actually Ship At Groundbreak 2024, Procore announced its most ambitious AI push to date. Eighteen months on, we break down what is live, what is still coming, and whether the platform deserves its billing as the most comprehensive AI suite in construction. Hugo Pegley · Jun 12, 2026
