In vitro fertilization (IVF) is of great aid to couples who are struggling to conceive. The IVF clinics, where couples undergo fertility treatments, require a carefully controlled environment to ensure the effectiveness of the procedures. In recent years, IVF has seen significant progress, thanks to new technologies and methods that improve success rates and expand options for infertile couples. One notable advancement involves combining pre-implantation genetic testing (PGT) with time-lapse imaging technology, which allows continuous monitoring of embryo development with minimal disturbance. This innovation improves the selection of healthy embryos for transfer, increasing success rates and reducing the risk of multiple pregnancies. However, maintaining a stable environment remains a key challenge. Fluctuations in temperature, humidity, air quality, and particulate matter can affect IVF success rates by disrupting the embryo’s delicate environment and potentially causing implantation failure. We discuss in this position paper our approach to alleviate such environmental problems in our project EIVF-AI funded by the Swedish funding agency Vinnova.