Given its form factor there is already a ton of active research into developments that would be just about plug and play. Hands with coordination for example.
Emptying a washing machine located in the cellar/basement, taking the clothes to a room on the ground floor, folding and sorting them before putting them in the closet still is quite the challenge.
Wirelessly hooking such robot up to a data centre running heavy machine learning models isn't a proper solution either, because in contrast to digital agents, latency matters quite a bit in physical interactions.