Is cross platform app development a thing?

Many apps are only available on Android or iOS. I'm wondering if it makes sense to do a side project cross-platform when companies are already saving resources to only develop for one platform. When starting a new side project, would you concentrate on one platform or try to design with cross platform development in your mind. What language would you choose?