Let’s have AI solve our quality challenges, it worked in the demo, right? AI requires very different thinking vs traditional mechatronic and software systems, especially in keeping its running costs in check. This talk will walk through some less intuitive pitfalls with AI for quality assurance and look into some future trends that further improve the feasibility of this long-running AI promise for higher quality at lower cost.