A deep dive into Tiliter, a computer vision startup that began by scanning produce in grocery stores and is now expanding globally. This article explores founder Marcel Hirsch's journey from welding steel prototypes in a garage to deploying systems in hundreds of stores worldwide, the technical and business challenges of hardware startups, why investors initially rejected retail hardware, and the company's vision for democratizing computer vision technology beyond groceries.