Softening and reverse osmosis are often discussed as alternatives, but they solve different water-quality problems. One targets hardness; the other provides broader dissolved-solids reduction. An industrial facility dealing with scale may be told it needs a water softener. Another supplier may recommend reverse osmosis. Both suggestions can sound reasonable because hardness is dissolved in the