The Oracle REPLACE function is a versatile string manipulation tool for substituting substrings in SQL and PL/SQL. It facilitates data cleaning, formatting, and normalization while being case-sensitive. Common use cases include removing special characters, masking sensitive data, and handling HTML tags. When pattern matching is necessary, REGEXP_REPLACE is recommended.