There would be impact but if anything human are good with adapting and with technology. Is it impossible to image that these million species roles can be replaced with technology ?
What issue do u see ?
Well, if anything the only time I concern about non-human well being is because it affecting human who care about them.
Most of natural plants will not grow fruit and seeds. Plants will die and so will animals that depend on them.