It makes no sense = doesn't make sense = it can't be explained logically or there's an apparent contradiction
She's been wanting to go out with him for months. Then when he finally asked her, she turned him down. It doesn't make sense!
The company knows that good customer relations are vital to profits. Yet they keep cutting the budget for customer service to save money. It doesn't make sense!