Smart water meters have already been on the market for some time, but replacing our old meters is often not so easy, for technical or bureaucratic reasons. With this project, an analog meter of any kind can be turned into a digital one using an ESP32-CAM platform and an artificial intelligence (AI) system. Because we will also unveil a lot of background in this article, we have split it in two parts.