FROM OVERWHELMED TO OPTIMIZED: HOW A MAJOR TELECOM REDUCED CUSTOMER WAIT TIMES BY 70% WITH GENAI-POWERED CHATBOTS
Keywords:
Generative AI, Customer Service, Telecommunications, Chatbots, Digital TransformationAbstract
This case study examines how a leading telecommunications company revolutionized its customer service operations by implementing Generative AI (GenAI) powered chatbots. Facing increasing call volumes and declining customer satisfaction, the company deployed advanced AI technology that led to a 70% reduction in customer wait times and a 35% increase in Net Promoter Score within six months. The study details the challenges faced during implementation, including customer resistance and system integration issues, and how these were overcome. It also explores the key features of the GenAI chatbot, such as complex query handling, multilingual support, and proactive issue resolution. The article further discusses unexpected benefits, including data-driven insights and improved employee retention, and concludes with lessons learned and best practices for successful AI implementation in customer service.
References
T. Brown et al., "Language Models are Few-Shot Learners," arXiv:2005.14165 [cs.CL], 2020. [Online]. Available: https://arxiv.org/abs/2005.14165
E. M. Bender, T. Gebru, A. McMillan-Major, and S. Shmitchell, "On the Dangers of Stochastic Parrots: Can Language Models Be Too Big? ????" in Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency, 2021, pp. 610–623. [Online]. Available: https://dl.acm.org/doi/10.1145/3442188.3445922
Deloitte, "State of AI in the Enterprise, 4th Edition," Deloitte Insights. [Online]. Available: https://www2.deloitte.com/us/en/insights/focus/cognitive-technologies/state-of-ai-and-intelligent-automation-in-business-survey.html
CSA Research, "Can't Read, Won't Buy – B2C," CSA Research, 2020. [Online]. Available: https://csa-research.com/Featured-Content/For-Global-Enterprises/Global-Growth/CRWB-Series/CRWB-B2C#:~:text=Can't%20Read,%20Won't%20Buy%20-%20B2C.%20Many%20businesses
Epsilon, "The power of me: The impact of personalization on marketing performance," Slideshare. [Online]. Available: https://www.slideshare.net/slideshow/the-power-of-me-the-impact-of-personalization-on-marketing-performance/85722934
MIT Technology Review Insights, "The Global AI Agenda: Promise, Reality, and a Future of Data Sharing," MIT Technology Review, 2020. [Online]. Available: https://www.technologyreview.com/2020/03/26/950287/the-global-ai-agenda-promise-reality-and-a-future-of-data-sharing/
F. F. Reichheld and P. Schefter, "E-Loyalty: Your Secret Weapon on the Web," Harvard Business Review, Jul-Aug 2000. [Online]. Available: https://hbr.org/2000/07/e-loyalty-your-secret-weapon-on-the-web
Juniper Research, "Chatbots: A Game Changer for Banking & Healthcare, Saving $8 billion Annually by 2022," Juniper Research, 2017. [Online]. Available: https://www.juniperresearch.com/press/chatbots-a-game-changer-for-banking-healthcare
S. Ransbotham, D. Kiron, P. Gerbert, and M. Reeves, "Reshaping Business With Artificial Intelligence," MIT Sloan Management Review, September 2017. [Online]. Available: https://sloanreview.mit.edu/projects/reshaping-business-with-artificial-intelligence/
Gallup, "This Fixable Problem Costs U.S. Businesses $1 Trillion," Gallup.com, March 13, 2019. [Online]. Available: https://www.gallup.com/workplace/247391/fixable-problem-costs-businesses-trillion.aspx
Gartner, "Gartner Survey Shows 37 Percent of Organizations Have Implemented AI in Some Form," Gartner, January 21, 2019. [Online]. Available: https://www.gartner.com/en/newsroom/press-releases/2019-01-21-gartner-survey-shows-37-percent-of-organizations-have