When AI voice agents struggle—and how to raise them better

McKinsey & Company examines challenges facing AI voice agents and strategies for improvement. The analysis addresses limitations in current voice agent deployments and identifies key approaches for enhancing their performance and reliability. Organizations implementing voice AI technology can benefit from understanding these performance gaps and optimization techniques.