{"id":82196,"date":"2024-12-10T08:00:45","date_gmt":"2024-12-10T11:00:45","guid":{"rendered":"https:\/\/abes.org.br\/?p=82196"},"modified":"2024-12-10T18:35:00","modified_gmt":"2024-12-10T21:35:00","slug":"solucoes-de-ia-generativa-da-aws-reduzem-custos-de-analise-de-emprestimos-da-fintech-base39-em-96","status":"publish","type":"post","link":"https:\/\/abes.org.br\/en\/solucoes-de-ia-generativa-da-aws-reduzem-custos-de-analise-de-emprestimos-da-fintech-base39-em-96\/","title":{"rendered":"AWS Generative AI Solutions Reduce Loan Analysis Costs for Fintech Base39 in 96%"},"content":{"rendered":"<p><em>AWS also reduced decision time from three days to less than an hour and saved 100% in maintenance investments, in addition to minimizing infrastructure and development costs.<\/em><\/p>\n<p>The financial technology provider\u00a0<a href=\"https:\/\/base39.com.br\/\">Base39<\/a>\u00a0revolutionized its operation through serverless architecture solutions\u00a0<a href=\"https:\/\/aws.amazon.com\/pt\/free\/?gclid=CjwKCAiA3Na5BhAZEiwAzrfagI0UFY8jLz1OaZ6RuUuE8W53Q0d53jdCzInzUkO9T9yZAeaJO5Gz8hoCye0QAvD_BwE&amp;trk=2ee11bb2-bc40-4546-9852-2c4ad8e8f646&amp;sc_channel=ps&amp;ef_id=CjwKCAiA3Na5BhAZEiwAzrfagI0UFY8jLz1OaZ6RuUuE8W53Q0d53jdCzInzUkO9T9yZAeaJO5Gz8hoCye0QAvD_BwE:G:s&amp;s_kwcid=AL!4422!3!696214219374!e!!g!!aws!15278604629!130587771740&amp;all-free-tier.sort-by=item.additionalFields.SortRank&amp;all-free-tier.sort-order=asc&amp;awsf.Free%20Tier%20Types=*all&amp;awsf.Free%20Tier%20Categories=*all\">AWS<\/a>, a cloud computing and artificial intelligence services platform. By integrating generative artificial intelligence solutions, the fintech reduced loan analysis costs by 96% and decision time from three days to less than an hour. The model also reduced infrastructure costs by 84%, development costs by 75% and maintenance costs by 100%.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-82197 size-medium alignleft\" src=\"https:\/\/abes.org.br\/wp-content\/uploads\/2024\/11\/Emprestimo-300x169.jpg\" alt=\"\" width=\"300\" height=\"169\" \/>Prior to the migration, Base39 customers were performing loan assessments manually, with a maximum limit of 50 per person per day. This process resulted in high costs for the company and delays of up to three days in loan approval, compromising the customer experience. With this challenge in mind, AWS Consulting and the MongoDB for Startups program jointly proposed to Base39 an integration of Amazon Bedrock, a solution that allows developers to build and scale generative AI applications, with MongoDB Atlas Vector Search and AWS Anthropic Claude, which assists in data search and creates custom languages, implementing technologies capable of significantly improving efficiency, customer satisfaction, and innovation. To enable its generative AI solutions to deliver relevant and reliable results, Base39 used MongoDB Atlas Vector Search to implement the fine-tuning of retrieval augmented generation (RAG) for LLM with its proprietary data stored in MongoDB. With the integration, Base39 was able to improve financial solutions in Latin America.<\/p>\n<p>Base39\u2019s commitment to customer loyalty inspired the search for more flexible processes and time optimization, resulting in improved scalability and customer satisfaction. Because MongoDB Atlas uses a flexible and scalable document-based data model that supports virtually any data type and offers native vector capabilities, it was clear that it was the ideal database solution. \u201cIn just two weeks, AWS-based generative AI, powered by Amazon Bedrock and MongoDB Atlas Vector Search, transformed Base39 by significantly reducing costs and accelerating loan processing,\u201d said Bruno Nunes, CEO of Base39. The results were achieved through Gen AI technology and the AWS team, which was available to continuously guide the use of the tools.<\/p>\n<p>This transition to a serverless architecture has allowed Base39 to expand access to a range of AWS tools and services and eliminate additional layers of compute, improving performance and cost efficiency, while also reducing latency through customized solutions that offer ease of use. \u201cOur goal is to enable technology integration and infrastructure support while our customers focus on delivering value as an organization to their consumers,\u201d said Karina Lima, Head of Startups at AWS.<\/p>\n<p>Another essential aspect of technology optimization solutions is security: with cloud-based backup, archiving, and document storage, large volumes of data can be managed efficiently and quickly for AI-driven analysis. To achieve this, Base39 used a combination of Anthropic\u2019s Claude 3.5 Sonnet and Claude 3 Haiku on Amazon Bedrock, supported by LangGraph, an integrated development environment specialized in building AI agents. This combination allows Base39 to manage the complexity of credit analysis in a modular and adaptable way, enhancing its ability to deliver accurate and personalized credit solutions.<\/p>\n<p><strong>About Base39<\/strong><\/p>\n<p>Brazil-based Base39 provides technology solutions for financial services institutions (FSIs), including a loan management and loan analytics platform powered by generative AI and a fully serverless architecture using AWS Lambda and Node.js. Its unique ability to integrate with Brazilian payroll systems\u2014often without APIs\u2014simplifies payroll processing and enhances financial services. Its API catalog and white-label interface enable high customization and ease of use. Backed by Kinea Ventures, a subsidiary of Banco Ita\u00fa, Base39 leverages multiple AWS services and MongoDB Atlas for scalable, data-driven insights, improving loan approval accuracy and reducing costs. Its robust platform enhances loan management with streamlined processes and hyper-personalized customer experiences.<\/p>\n<p><strong>About Amazon Web Services<\/strong><\/p>\n<p>Since 2006, Amazon Web Services has been the world\u2019s most comprehensive and broadly adopted cloud. AWS has continually expanded its services to support virtually any workload, and now has over 240 fully featured services for compute, storage, databases, networking, analytics, machine learning and artificial intelligence (AI), Internet of Things (IoT), mobile, security, hybrid, media, and application development, deployment, and management, across 108 Availability Zones within 34 geographic regions, with announced plans for 18 additional Availability Zones and six new AWS Regions in Mexico, New Zealand, Kingdom of Saudi Arabia, Taiwan, Thailand, and the AWS European Sovereign Cloud. Millions of customers\u2014including the fastest-growing startups, largest enterprises, and leading government agencies\u2014trust AWS to power their infrastructure, become more agile, and lower costs. To learn more about AWS, visit\u00a0<a href=\"https:\/\/aws.amazon.com\/\">aws.amazon.com<\/a>.<\/p>\n<p><strong>About Amazon<\/strong><\/p>\n<p>Amazon is guided by four principles: customer obsession rather than competitor focus, passion for invention, commitment to operational excellence, and long-term thinking. Amazon strives to be Earth\u2019s most customer-centric company, Earth\u2019s best employer, and Earth\u2019s safest place to work. Customer reviews, 1-Click shopping, personalized recommendations, Prime, Fulfillment by Amazon, AWS, Kindle Direct Publishing, Kindle, Career Choice, Fire tablets, Fire TV, Amazon Echo, Alexa, Just Walk Out technology, Amazon Studios, and The Climate Pledge are some of the things Amazon has pioneered. For more information, visit amazon.com\/about and follow<a href=\"https:\/\/x.com\/amazonnews\">\u00a0AmazonNews<\/a>.<\/p>","protected":false},"excerpt":{"rendered":"<p>A AWS tamb\u00e9m reduziu o tempo de decis\u00e3o de tr\u00eas dias para menos de uma hora e economizou 100% dos investimentos em manuten\u00e7\u00e3o, al\u00e9m de minimizar gastos com infraestrutura e desenvolvimento O provedor de tecnologia financeira\u00a0Base39\u00a0revolucionou sua opera\u00e7\u00e3o por meio de solu\u00e7\u00f5es de arquitetura sem servidor\u00a0AWS, plataforma de servi\u00e7os de computa\u00e7\u00e3o em nuvem e intelig\u00eancia [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":82197,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[39,19],"tags":[3824,3368,6278,5320],"class_list":["post-82196","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-coluna-4","category-ultimas-noticias","tag-ia-generativa","tag-otimizacao-de-processos","tag-reducao-de-custos-de-analise-de-emprestimos","tag-tecnologia-financeira"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Solu\u00e7\u00f5es de IA generativa da AWS reduzem custos de an\u00e1lise de empr\u00e9stimos da fintech Base39 em 96% - ABES<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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