Where does “vai-” come from?

vai- (Finnish) comes from Finnish vajaa, from Proto-Finnic vajaga — necessary, needed.

Ancestry of “vai-”, step by step

Step	Language	Word	Meaning
1	Finnish	vajaa	not full; partial, incomplete; shy; mentally...
2	Proto-Finnic	vajaga	necessary, needed