ATAM stands for Architecture Trade-off Analysis Method. It is a structured method for evaluating software architectures by analyzing trade-offs between quality attributes like performance, security, modifiability, and reliability. The 'trade-off' in the name is essential - architectures always involve balancing competing quality requirements.