I agree with Charlie. "I would say so" expresses agreement, but not strong agreement. It is less strong than saying "yes". It's like you're leaning "yes" but don't want to come out and say it. But as Ian says, the tone is important (and so is the context), and like many expressions, "I would say so" can be used in different ways.