Are multi-vitamins ok to use?

It is improbable that anyone is deficient in every mineral and vitamin, so I prefer that people have lab-certified blood work done to determine any deficiencies and supplement only what is needed. Additionally, I prefer vitamins to come from food sources instead of some abstract pill that may not contain what is advertised on the label.