An Italian company is a major player in machinery manufacturing for the gardening and agriculture sector; they are seeking new technology solutions, preferably at TRL6, to improve their autonomous grass-cutting and floor-cleaning machines by reducing system redundancies and increasing the machines' energy autonomy. Partners will work together in proofs of concept or pilot projects under technical cooperation agreement. This request is part of an open innovation challenge.