Shelfmark raised a $3.5M seed led by Armory Square Ventures to expand Physical AI inspection and production intelligence for manufacturers.
Shelfmark is the production intelligence platform for continuous flow manufacturing: managed AI that catches defects, predicts the next ones, and explains why.
Pressurl: https://news.google.com/rss/articles/CBMiogFBVV95cUxPUFBCNzFMYzZMRmFKUHR3X2lKcndNM1d5OWt5LXVPRkhlYkRlQUtwUGdhZWRITTgtcDZQN2xCQ1o4YWN2VmY3dTNFZzZOeGRIclpuWm1ERFc4V1VkRW91ejdrSXJWRFRUbWdyUW81amxwWjJtaktjRWo2cWI5ZDlDanQ5QVFHRWY1OWFCaG9WZ3lrZzVMV29nLVZ3VE9SWVk3QlE?oc=5 · headline: Celebrating Small Business: Shelfmark navigates leasing as a startup - Pittsburgh Business Times · publication: The Business Journalsgoogle_news · 10/15/2026