Tech

Your CRM lists three versions of the same company: “Apple Inc.,” “apple,” and “APPLE.” Each entry fractures your sales reporting, distorts customer insights, and hides a top client’s real value. That chaos happens because nobody applied clear brand name normalization rules. When every system speaks a different brand language, your data lies. This guide hands…