Big Data e IA: a “mágica” para resultados em processos corporativos
O Big Data e a inteligência artificial (IA) estão moldando o futuro das empresas, que podem melhorar sua tomada de decisões e gerar insights úteis para os negócios.
Apesar da área de marketing ser notória no uso da análise de dados para entender o comportamento das pessoas, outros setores também podem se beneficiar. Na educação, escolas e faculdades podem utilizar os dados para aprimorar a experiência do estudante e analisar problemas acadêmicos e comportamentais que possam prejudicar o desempenho dos alunos.
Amazon e Netflix são apenas dois exemplos do uso do Big Data e IA para otimizar os negócios. Ambas capturam e analisam dados de milhões de usuários para entender o comportamento e oferecer produtos e serviços que atendam ao que eles buscam.
O Big Data ajuda as empresas a identificar falhas em processos por toda a cadeia de suprimentos. Até no combate à corrupção e sonegação de impostos a tecnologia é vista como uma forte aliada.
Com o uso de dados crescendo no mundo dos negócios, as empresas precisam ter acesso a informações confiáveis e vindas de diversas fontes, inclusive externas, para tornar o processo decisório mais inteligente.
E são essas informações e análises os verdadeiros catalisadores para que a estratégia de transformação digital adotada por uma empresa seja bem-sucedida. Apesar disso, de acordo com a IBM, apenas 20% das empresas estão realmente aproveitando o poder da IA, enquanto boa parte delas tem projetos interrompidos devido a dados não confiáveis, falta de talentos e até mesmo falta de confiança nos sistemas de análise de dados.
O que o Big Data e a IA podem fazer pelo seu negócio
Qualquer negócio exige acesso a informações e insights para traçar o melhor caminho para o sucesso. O desafio aparece quando se tem um oceano de informações e não se sabe o que fazer com elas. Ou seja, apenas capturar e armazenar dados não ajuda em nada uma estratégia de negócios. É preciso analisá-los para extrair insights e, cada vez mais, as empresas buscam soluções baseadas em IA e aprendizado de máquina para que esses insights sejam realmente úteis.
Como o Big Data e a IA podem trabalhar juntos
Soluções de IA e aprendizado de máquina são criadas para que uma quantidade gigantesca de informações possa ser usada para reconhecer padrões e sugerir abordagens que tornem os negócios mais eficientes.
A IA elimina a necessidade de extrair e analisar dados manualmente, ou seja, a IA reduz o envolvimento humano ao mínimo necessário, que é quando os insights gerados podem ser aplicados aos negócios.
Além disso, a IA basicamente elimina dados de baixa qualidade, redundantes ou inúteis, tornando sua análise mais rápida e segura.
Os insights gerados pela IA podem reduzir falhas em processos e torná-los mais eficientes, o que tem impacto direto nos custos e na forma que a empresa age frente às transformações de mercado.
Da mesma forma, a união de forças do Big Data com a IA ajuda a automatizar tarefas repetitivas, como a triagem e limpeza de dados, além de gerar alertas sobre possíveis problemas ou oportunidades.
Inteligência de mercado
A combinação dessas ferramentas pode ser a chave para prever comportamentos, buscar novos clientes, criar uma política de preços eficiente, reduzir custos e até melhorar a gestão da empresa. Assim, empresas que adotaram uma estratégia de dados eficiente estão à frente das suas concorrentes e têm acesso a diversos benefícios para os negócios.
Relacionamento com o cliente
A união entre o Big Data e a IA contribui para conquistar e fidelizar clientes. Ao identificar padrões de comportamento, a empresa pode tornar seus produtos e campanhas de marketing mais assertivas e gerar conteúdos que atendam às necessidades dos clientes por toda sua jornada.
Internet das Coisas
Máquinas e equipamentos conectados a Internet das Coisas geram dados que podem auxiliar em processos de manutenção e redução do tempo de inatividade, além de tornar o chão de fábrica mais eficiente e produtivo por meio da melhor gestão da cadeia de suprimentos.
Recrutamento e seleção
A IA permite automatizar aspectos relacionados ao recrutamento e seleção de pessoal e tornar a busca pelos melhores candidatos mais eficiente e ágil.
Área de saúde
O Big Data e IA podem ser utilizados durante o diagnóstico e até mesmo na escolha do melhor tratamento para o paciente, para priorizar filas de atendimento e, inclusive, na prevenção de doenças.
No varejo
Varejistas podem criar ofertas personalizadas e aproveitar a análise de dados para otimizar preços em tempo real, fazer uma melhor gestão de estoques e até mesmo prever tendências de consumo.
Serviços financeiros
Detecção de fraudes e análise de crédito são apenas dois dos exemplos em que o Big Data e IA podem auxiliar o setor financeiro.Com base nas informações dos clientes, as empresas podem tomar decisões mais seguras e criar produtos e serviços que atendam aos desejos desses clientes.
Já está comprovado que a análise de dados reduz custos e tempo ao mesmo tempo em que melhora a eficiência dos negócios. Mas sua empresa está pronta para os benefícios oferecidos pelo Big Data e inteligência artificial? Fale com um dos nossos especialistas e descubra.
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