The alliance is so far just in the Hogwarts board, not in the Wizengamot. Perhaps they feel it's a limited alliance with a limited purpose, and can be broken off if the purpose at hand changes - safety of the students in Hogwarts.

Even so, I agree that we haven't seen what exactly the people outside Lucius's faction and the House of Greengrass got as an inducement to enter the alliance.