Manual data entry often leads to errors like typos, inconsistent formatting, and varied spellings that machines can't easily detect. Data Normalizer automatically corrects these issues, ensuring consistency in spelling, capitalization, synonyms, and number formatting, helping you maintain clean and uniform data. > Inconsistent formatting (Coop vs Co-op) > Shortcuts (Limited vs Ltd.) > Spelling mistakes (serbices vs services) > Inconsistent capitalization (Apple vs APPLE) > Synomynm variations (Attorney vs Lawyer) > Number Formatting Discrepancies (1,000 vs 1000 vs 1k)