Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Tipo de documento: | Dissertação |
Idioma: | por |
Título da fonte: | Repositório do Centro Universitário Braz Cubas |
Texto Completo: | https://repositorio.cruzeirodosul.edu.br/handle/123456789/1967 |
Resumo: | The financial sector is one of the world's largest investors in technology, making innovations on technological frontier, such as Artificial Intelligence (AI) and cognitive computing to optimize services, increase of operational efficiency and improve the customer experience. The AI is a rapidly evolving interdisciplinary research field, new for companies, with a remarkable opportunity for exploration. This study investigated the relationship between Artificial Intelligence and efficiency in customer service at a commercial bank, based in the Evolutionary Theory of Innovation, Neoschumpeterian. The method used was the case study. The investigation was realized in an analytical intelligence unit of a commercial bank, which operates Artificial Intelligence applications, for example, the virtual assistant or chatbot along with IBM's Watson system. The results of the study show that the AI tool, the virtual assistant, contributes to efficiency in customer service. The verification was demonstrated through information collected in the interviews and dashboards provided by the commercial bank. AI applications based on modern management techniques in business processes and technological management are essential for efficient service, further evidenced by the daily accessibility to the customer, 24/7. In addition, AI technology has agility, availability, functionality, high resolution and considerable capacity to predict consumer intent for business potential. Service through virtual assistant acts as a first line of service and is always available, relieving long lines at call centers and customer relations. Thus, generating a higher level of satisfaction and improvement on the customer experience, contributing and much, notably to the efficiency of the service. Based on the evolutionist theoretical lens, the study finding allow us to conclude that the investigated company adopts and develops technological innovations in information and communication in order to keep up with changes in world. In turn, such innovations support the company’s survival, since IA technologies provide gains on an exponential scale in the efficiency of the customer service. The study corroborates to the evolutionary assumptions that the technological innovation has the capacity to revolutionize the internal business model of organizations in a process called “destructive creation”. The main limitation of this study is related to the cutout of the research and its borders, such as the methodology: choice of participants and respective areas and intervening units. Future studies can investigate the impact of IA on reduction of manpower and also investigate the financial gains of IA application in companies. |
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Inteligência artificial e eficiência do atendimento ao cliente em um banco comercialAdministraçãoInteligência artificialCentros de atendimento ao clienteBancos - Serviços ao clienteCNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAOThe financial sector is one of the world's largest investors in technology, making innovations on technological frontier, such as Artificial Intelligence (AI) and cognitive computing to optimize services, increase of operational efficiency and improve the customer experience. The AI is a rapidly evolving interdisciplinary research field, new for companies, with a remarkable opportunity for exploration. This study investigated the relationship between Artificial Intelligence and efficiency in customer service at a commercial bank, based in the Evolutionary Theory of Innovation, Neoschumpeterian. The method used was the case study. The investigation was realized in an analytical intelligence unit of a commercial bank, which operates Artificial Intelligence applications, for example, the virtual assistant or chatbot along with IBM's Watson system. The results of the study show that the AI tool, the virtual assistant, contributes to efficiency in customer service. The verification was demonstrated through information collected in the interviews and dashboards provided by the commercial bank. AI applications based on modern management techniques in business processes and technological management are essential for efficient service, further evidenced by the daily accessibility to the customer, 24/7. In addition, AI technology has agility, availability, functionality, high resolution and considerable capacity to predict consumer intent for business potential. Service through virtual assistant acts as a first line of service and is always available, relieving long lines at call centers and customer relations. Thus, generating a higher level of satisfaction and improvement on the customer experience, contributing and much, notably to the efficiency of the service. Based on the evolutionist theoretical lens, the study finding allow us to conclude that the investigated company adopts and develops technological innovations in information and communication in order to keep up with changes in world. In turn, such innovations support the company’s survival, since IA technologies provide gains on an exponential scale in the efficiency of the customer service. The study corroborates to the evolutionary assumptions that the technological innovation has the capacity to revolutionize the internal business model of organizations in a process called “destructive creation”. The main limitation of this study is related to the cutout of the research and its borders, such as the methodology: choice of participants and respective areas and intervening units. Future studies can investigate the impact of IA on reduction of manpower and also investigate the financial gains of IA application in companies.O setor financeiro é um dos maiores investidores mundiais em tecnologia, realiza inovações na fronteira tecnológica, a exemplo da inteligência artificial (IA) e da computação cognitiva para a otimização de serviços, aumento da eficiência operacional e melhoria da experiência do cliente. A IA é um campo de pesquisa interdisciplinar em plena evolução, novo para as empresas, com notável oportunidade de exploração. Este estudo investigou a relação entre inteligência artificial e a eficiência no atendimento ao cliente em um banco comercial, adotando como base a Teoria Evolucionária da Inovação Neoschumpeteriana. O método utilizado foi o de estudo de caso. A investigação foi realizada em uma unidade de inteligência analítica de um banco comercial, que operacionaliza aplicações em inteligência artificial, a exemplo do assistente virtual ou chatbot, em integração com o sistema Watson da IBM. Os resultados do estudo demonstram que a ferramenta de IA, o assistente virtual, contribui para eficiência no atendimento ao cliente, uma vez que apresentou um significativo incremento no volume de interações com os clientes em um tempo muito curto. As evidências foram demonstradas por meio de informações coletadas nas entrevistas e dashboards fornecidos pelo banco comercial. As aplicações em IA, baseadas em modernas técnicas de gerenciamento nos processos de negócios e gestão tecnológica, são primordiais para a eficiência no atendimento, evidenciada ainda pela acessibilidade ao cliente, 24 horas por dia. Além disso, a tecnologia de IA possui agilidade, disponibilidade, funcionalidade, alta resolutividade e considerável capacidade preditiva da intenção do consumidor para potencialização dos negócios. O atendimento via assistente virtual atua como uma primeira linha de atendimento e está sempre disponível, desonerando longas filas das centrais de atendimento e de relacionamento com o cliente. Dessa forma, gerando maior grau de satisfação e melhoria na experiência do cliente, contribuindo notadamente para a eficiência do atendimento. Este estudo conclui que a IA aplicada ao atendimento ao cliente via chatbot gerou ganhos expressivos e maiores níveis de eficiência operacional e organizacional no banco comercial investigado. Com base na lente teórica evolucionista, os achados do estudo permitem concluir que a empresa investigada desenvolve e adota inovações tecnológicas em informação e comunicação a fim de acompanhar as mudanças do mundo. Tais inovações, por sua vez, sustentam a sobrevivência da empresa, uma vez que as tecnologias em IA proporcionam ganhos em escala exponencial na eficiência do atendimento ao cliente. O estudo corrobora com os pressupostos evolucionistas de que a inovação tecnológica tem capacidade para revolucionar a estrutura de negócio interno das organizações em um processo definido como “criação destruidora”. A principal limitação deste estudo está relacionada ao recorte da pesquisa e suas fronteiras, tais como na metodologia: escolha dos participantes e respectivas áreas e unidades intervenientes. Estudos futuros podem investigar os impactos da IA na redução de mão de obra e também investigar os ganhos financeiros das aplicações de IA em empresas.Universidade PositivoBrasilPós-GraduaçãoPrograma de Pós-Graduação em AdministraçãoUPTumelero, Cleonirhttp://lattes.cnpq.br/4709665580514679Andrade, Ivan Martins de2021-04-27T22:15:04Z20202021-04-27T22:15:04Z2020info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttps://repositorio.cruzeirodosul.edu.br/handle/123456789/1967porinfo:eu-repo/semantics/openAccessreponame:Repositório do Centro Universitário Braz Cubasinstname:Centro Universitário Braz Cubas (CUB)instacron:CUB2021-05-20T20:31:01Zoai:repositorio.cruzeirodosul.edu.br:123456789/1967Repositório InstitucionalPUBhttps://repositorio.brazcubas.edu.br/oai/requestbibli@brazcubas.edu.bropendoar:2021-05-20T20:31:01Repositório do Centro Universitário Braz Cubas - Centro Universitário Braz Cubas (CUB)false |
dc.title.none.fl_str_mv |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
title |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
spellingShingle |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial Andrade, Ivan Martins de Administração Inteligência artificial Centros de atendimento ao cliente Bancos - Serviços ao cliente CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO |
title_short |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
title_full |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
title_fullStr |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
title_full_unstemmed |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
title_sort |
Inteligência artificial e eficiência do atendimento ao cliente em um banco comercial |
author |
Andrade, Ivan Martins de |
author_facet |
Andrade, Ivan Martins de |
author_role |
author |
dc.contributor.none.fl_str_mv |
Tumelero, Cleonir http://lattes.cnpq.br/4709665580514679 |
dc.contributor.author.fl_str_mv |
Andrade, Ivan Martins de |
dc.subject.por.fl_str_mv |
Administração Inteligência artificial Centros de atendimento ao cliente Bancos - Serviços ao cliente CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO |
topic |
Administração Inteligência artificial Centros de atendimento ao cliente Bancos - Serviços ao cliente CNPQ::CIENCIAS SOCIAIS APLICADAS::ADMINISTRACAO |
description |
The financial sector is one of the world's largest investors in technology, making innovations on technological frontier, such as Artificial Intelligence (AI) and cognitive computing to optimize services, increase of operational efficiency and improve the customer experience. The AI is a rapidly evolving interdisciplinary research field, new for companies, with a remarkable opportunity for exploration. This study investigated the relationship between Artificial Intelligence and efficiency in customer service at a commercial bank, based in the Evolutionary Theory of Innovation, Neoschumpeterian. The method used was the case study. The investigation was realized in an analytical intelligence unit of a commercial bank, which operates Artificial Intelligence applications, for example, the virtual assistant or chatbot along with IBM's Watson system. The results of the study show that the AI tool, the virtual assistant, contributes to efficiency in customer service. The verification was demonstrated through information collected in the interviews and dashboards provided by the commercial bank. AI applications based on modern management techniques in business processes and technological management are essential for efficient service, further evidenced by the daily accessibility to the customer, 24/7. In addition, AI technology has agility, availability, functionality, high resolution and considerable capacity to predict consumer intent for business potential. Service through virtual assistant acts as a first line of service and is always available, relieving long lines at call centers and customer relations. Thus, generating a higher level of satisfaction and improvement on the customer experience, contributing and much, notably to the efficiency of the service. Based on the evolutionist theoretical lens, the study finding allow us to conclude that the investigated company adopts and develops technological innovations in information and communication in order to keep up with changes in world. In turn, such innovations support the company’s survival, since IA technologies provide gains on an exponential scale in the efficiency of the customer service. The study corroborates to the evolutionary assumptions that the technological innovation has the capacity to revolutionize the internal business model of organizations in a process called “destructive creation”. The main limitation of this study is related to the cutout of the research and its borders, such as the methodology: choice of participants and respective areas and intervening units. Future studies can investigate the impact of IA on reduction of manpower and also investigate the financial gains of IA application in companies. |
publishDate |
2020 |
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2020 2020 2021-04-27T22:15:04Z 2021-04-27T22:15:04Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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info:eu-repo/semantics/masterThesis |
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masterThesis |
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publishedVersion |
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https://repositorio.cruzeirodosul.edu.br/handle/123456789/1967 |
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https://repositorio.cruzeirodosul.edu.br/handle/123456789/1967 |
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por |
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info:eu-repo/semantics/openAccess |
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Universidade Positivo Brasil Pós-Graduação Programa de Pós-Graduação em Administração UP |
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Universidade Positivo Brasil Pós-Graduação Programa de Pós-Graduação em Administração UP |
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