Conversational AI: Indispensable way to attract and retain customers

Nikitha N R
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Abstract

Conversational AI is a technology that allows artificial intelligence (AI) systems such as Chatbots to engage with people in a human like manner. It enables communication between humans and computers easy and natural by bridging the gap between human and computer language. Recent industry reports indicate that more than 80% of all businesses are considering integrating chatbots within the next five years. Many service providers are already using chatbots, but most applications have focused on cost saving and automation to partially replace human service encounters. However, little is known about the mechanisms and the process of value co-creation enabled by AI. While scholars agree that AI technology significantly changes human activities and human resources, currently we do not have an adequate understanding of how humans and AI technology interact in value co-creation. Thus, the study was conducted to understand the interface between AI and customers, and to analyze the various factors which play pivotal role in better customer satisfaction. Therefore to do this, we used exploratory factor analysis by taking in 11 variables which could possible made an impact on the customers. We devised a structured questionnaire from those 11 variables and responses were taken in 5 point scales. Out of the responses we were able to analyse underlying constructs and analyse the factors which contributes to this cause.
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对话式人工智能:吸引和留住客户的不可或缺的方式
会话人工智能是一种允许人工智能(AI)系统(如聊天机器人)以类似人类的方式与人交流的技术。它通过弥合人与计算机语言之间的差距,使人与计算机之间的交流变得简单和自然。最近的行业报告显示,超过80%的企业正在考虑在未来五年内整合聊天机器人。许多服务提供商已经在使用聊天机器人,但大多数应用都侧重于节省成本和自动化,以部分取代人工服务。然而,人们对人工智能实现价值共同创造的机制和过程知之甚少。虽然学者们一致认为人工智能技术显著改变了人类活动和人力资源,但目前我们对人类和人工智能技术如何在价值共同创造中相互作用还没有足够的了解。因此,本研究旨在了解人工智能与客户之间的界面,并分析在提高客户满意度方面发挥关键作用的各种因素。因此,为了做到这一点,我们采用探索性因素分析,采取了11个变量,可能会对客户产生影响。我们根据这11个变量设计了一份结构化的问卷,并采用5分制进行回答。从这些反应中,我们能够分析潜在的结构,并分析导致这一原因的因素。
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