Zhucheng Shao

The dark side of AI customer service: How service failures damage consumer-brand relationships

Artificial intelligence (AI) customer service is increasingly used as a frontline interface, yet its failures may create relational damage that extends beyond a single service encounter. Drawing on service failure theory and consumer-brand relationship literature, this research e...