Volatile is appropriate when you need to ensure that a single variable's latest value is visible across multiple threads, and the variable is used independently. It's suitable for flags or states where changes should be immediately visible but don't require atomic operations. For more complex data modifications, consider using locks or more advanced concurrency classes.