Abstract A lot has already been written about problems that generally arise in bin picking solutions and applications. This article, in contrast, will present a case study describing a bin picking system for the automation of hot forming and laser cutting processes developed by Photoneo for a specific customer. The custom features, specially developed for this client, have been transformed into generally available ones that are currently deployed by a wide audience of users.