What is the difference between atomic and non atomic operations?

Excuse me, could you please elaborate on the distinction between atomic and non-atomic operations in the realm of cryptocurrency and finance? How do they differ in terms of their execution, implications, and applications within the industry? I'm particularly curious about their role in ensuring transaction integrity and preventing potential issues like double-spending.