The `!=` operator, also represented as `<=>` or `<>` in some SQL dialects, is a crucial part of SQL's comparison capabilities. It's used to identify records where a specific column's value does not match a given value or another column's value. This operator is essential for filtering data based on conditions that aren't equality. For instance, you might want to find all customers who haven't placed an order in the last month, or all products that aren't in stock. The `!=` operator directly addresses these kinds of queries. It's a fundamental building block for creating complex queries that extract specific subsets of data from a database. Understanding its use is vital for anyone working with SQL, as it allows for precise data selection based on non-equality criteria. The `!=` operator is often used in conjunction with other comparison operators like `>`, `<`, `>=`, and `<=` to create more sophisticated filtering conditions.