Innovating customer experience with generative AI

Innovating customer experience with generative AI

12 May 2023

4 dk okuma süresi

The burgeoning fascination surrounding ChatGPT, an AI marvel, has captured the attention of business magnates and high-ranking executives. These leaders have an unprecedented opportunity to revolutionize their customer experience (CX) strategies. Rather than shying away from this uncharted territory, they should embrace AI with open arms, recognizing its potential to reshape CX dynamics across various sectors.

To fully comprehend the significance of this transformation, let us delve into the disparities between generative AI, represented by ChatGPT, and conversational AI, commonly found in chatbots. As customers, we frequently engage with conversational AI in our day-to-day lives, whether chatbots or virtual assistants. Conversational AI employs machine learning (ML) to simulate human interactions, processing spoken and written inputs.

On the other hand, generative AI utilizes deep learning (DL) to analyze vast datasets, extracting patterns and generating new data rather than merely rehashing existing information. With an extensive training corpus of 45 terabytes, ChatGPT possesses an immense repository of knowledge. It transcends the capabilities of conversational AI by demonstrating a profound comprehension of language, enabling it to create original phrases instead of imitating familiar ones.

However, before fully harnessing the potential of generative AI as a tool, CXOs, who are at the helm of customer experience, must first grasp how their customers utilize ChatGPT. Furthermore, these leaders must recognize the transformative impact of these new tools on customer demands. With a comprehensive understanding of ChatGPT and generative AI, CXOs, and organizations such as call centers can adapt their practices to leverage the power of automated and AI-powered tools. By doing so, they can elevate their customer service operations, enhance the employee experience, and construct personalized customer journeys on a large scale.

Customers expect more fascination

With the advent of ChatGPT, customer expectations have undergone a spectrum of transformations, from practical to extraordinary. It falls upon CXOs to navigate and fulfill these expectations, necessitating thorough research and comparison with prevailing customer experience (CX) standards. Personalization is paramount in delivering exceptional CX, a principle that has long been held. However, the emergence of generative AI, drawing insights from diverse sources, has intensified companies' desire to have an intimate understanding of individual customers, surpassing the dissemination of generic information. According to Hubspot, 82% of customers anticipate businesses catering to their personal preferences, even without generative AI.

This heightened expectation will inevitably extend to chatbots, with customers anticipating their behavior, if not abilities, to mirror ChatGPT. Contextual comprehension, pattern recognition, and personalized responses encompassing textual and visual elements are now anticipated, whereas previous interactions would have been more generic. The proficiency of generative AI in addressing simple service issues and requests enables enhanced precision in basic CX models. Consequently, traditional chatbots must transcend their conventional "bot" nature, mirroring sentient beings' cogitation and dynamic capabilities. Remarkably, 71% of customers express their willingness to engage with a chatbot if it enhances their customer experience, and the technology to manifest such improvements already exists.

A new era for contact centers

One crucial aspect is that generative AI serves as a tool rather than a replacement for human labor. Its purpose lies in streamlining and enhancing existing job functions. AI and natural language processing (NLP) technologies like ChatGPT excel in handling routine inquiries. These fall under the "level one" customer service purview, encompassing basic information such as business hours, office locations, or product availability. As these answers remain consistent regardless of the customer and are readily accessible online, businesses can eliminate the human element and automate responses through chatbots. This approach results in a more efficient, swift, and sophisticated customer experience while alleviating the burden on call centers. By reducing unnecessary workloads, employees can be freed up to tackle more intricate tasks that demand their expertise, thereby enhancing the employee experience.

However, when we venture into the realms of more complex customer experience levels, namely "level two" and "level three," the human element becomes increasingly pivotal. Despite the rapid adoption of AI technologies, they will never serve as a universal solution for all customer service interactions.

In "level two" inquiries, which pertain to the unique journeys of individual customers, they will seek the assistance of human representatives to obtain more precise answers. Nevertheless, the availability of ChatGPT may heighten expectations for these interactions. Digital-savvy customers, armed with knowledge obtained from ChatGPT, may approach customer service with a greater understanding and request insights beyond what they already know.

Lastly, in "level three" inquiries characterized by sensitivity and complexity, such as compromised bank accounts, the human element becomes indispensable for CX. Businesses must demonstrate empathy, discretion, and precision when addressing these highly delicate matters. In essence, the human element of CX should seamlessly integrate with technological capabilities to provide customers with efficient, personalized, and contextual experiences. By automating the most fundamental levels of customer service and routing them through automated systems, CX professionals can concentrate on crafting high-touch experiences and expediting issue resolution for more complex customer needs.

A harmonious balance between AI and human connection

In the end, achieving a truly exceptional customer experience necessitates striking a harmonious balance between AI and human interaction. As technology professionals and visionary leaders, we may be astounded by how swiftly we adapt to the likes of ChatGPT and generative AI. The interplay between AI and human assistance represents a delicate balancing act that propels us closer to the future of CX. As we traverse this technological path, it is plausible to envision the emergence of diverse CX strategies catering to individual preferences. Depending on the customer's inclination, they can opt for a personalized human connection or embrace the digital experience favored by technologically native generations.

The customer experience revolution is undeniably underway, particularly for businesses prioritizing customer-centricity, such as call centers. With generative AI's expanding reach and evolving capabilities, CXOs can adapt their operational frameworks to accommodate and embrace shifting expectations. Consequently, customers will be presented with many tailored journeys tailored to their unique personas and preferences, leading to more gratifying and efficient brand experiences that foster loyalty.

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