Uptown artificial intelligence company Shelfmark raises $3.5 million and now plans to grow - Pittsburgh Post-Gazette

A Pittsburgh-based AI company called Shelfmark secured $3.5 million in funding and plans to expand. This is a local business growth story with limited broader relevance unless the company's work directly affects everyday consumers.