The sponsoring spouse can also enlist a secondary co-sponsor (a person outside the household) who is willing to accept full financial responsibility for the spouse who is seeking the green card.
Boundless has helped many families who have utilized co-sponsors. They typically are family members (for instance, parents) but can also be friends or colleagues.
Check out this summary of the income requirements to see if you might need a joint sponsor, including some frequently asked questions.