Why would a monopoly firm never knowingly produce on the inelastic portion of its demand curve? When demand is inelastic, a decrease in price actually reduces total revenue in spite of the increased unit sales. Thus, marginal revenue is negative and a firm will never produce where marginal revenue is negative.