Tackling complex data extraction can be daunting, especially when dealing with numerous attributes. By shifting focus to one label at a time, the team discovered a method that significantly reduced cognitive load, making the annotation process over ten times faster. This highlights the importance of structuring tasks creatively to streamline workflows and enhance efficiency in machine learning projects.