{"id":41062,"date":"2026-05-13T16:17:18","date_gmt":"2026-05-13T19:17:18","guid":{"rendered":"https:\/\/grupo-giga.com\/project\/financial-services-company-when-cloud-infrastructure-isnt-ready-for-the-ai-the-business-needs\/"},"modified":"2026-07-01T10:33:56","modified_gmt":"2026-07-01T13:33:56","slug":"empresa-de-servicos-financeiros-quando-a-infraestrutura-cloud-nao-esta-preparada-para-a-ia-que-o-negocio-precisa","status":"publish","type":"project","link":"https:\/\/grupo-giga.com\/pt-br\/projetos\/empresa-de-servicos-financeiros-quando-a-infraestrutura-cloud-nao-esta-preparada-para-a-ia-que-o-negocio-precisa\/","title":{"rendered":"Empresa de servi\u00e7os financeiros: Quando a infraestrutura cloud n\u00e3o est\u00e1 preparada para a IA que o neg\u00f3cio precisa"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; custom_padding_last_edited=&#8221;on|phone&#8221; next_background_color=&#8221;#ffffff&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; 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_builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;|10px|10px||false|false&#8221; custom_margin_tablet=&#8221;|10px|||false|false&#8221; custom_margin_phone=&#8221;|10px|10px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; button_text_size_tablet=&#8221;16px&#8221; button_text_size_phone=&#8221;13px&#8221; button_text_size_last_edited=&#8221;on|phone&#8221; custom_css_free_form=&#8221;body #page-container .et_pb_section .et_pb_button_module_wrapper selector.boton_deshabilitado {||    line-height: 1.2em !important;||}&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][et_pb_button button_url=&#8221;#&#8221; button_text=&#8221;Cloud Platforms&#8221; module_class=&#8221;boton_deshabilitado sin_mayusculas boton_tecnologias&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; custom_button=&#8221;on&#8221; button_text_size=&#8221;14px&#8221; button_use_icon=&#8221;off&#8221; custom_margin=&#8221;|10px|10px||false|false&#8221; custom_margin_tablet=&#8221;|10px|||false|false&#8221; custom_margin_phone=&#8221;|10px|10px||false|false&#8221; custom_margin_last_edited=&#8221;on|phone&#8221; button_text_size_tablet=&#8221;16px&#8221; button_text_size_phone=&#8221;13px&#8221; button_text_size_last_edited=&#8221;on|phone&#8221; custom_css_free_form=&#8221;body #page-container .et_pb_section .et_pb_button_module_wrapper selector.boton_deshabilitado {||    line-height: 1.2em !important;||}&#8221; locked=&#8221;off&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>O <span class=\"resaltado\">desafio<\/span> <\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>Uma institui\u00e7\u00e3o financeira enterprise com opera\u00e7\u00f5es digitais cr\u00edticas e de alto volume precisava fazer deploy de modelos de Intelig\u00eancia Artificial para credit scoring e detec\u00e7\u00e3o de fraudes em escala. No entanto, sua infraestrutura cloud existente n\u00e3o estava preparada para suportar cargas de trabalho de IA intensivas em c\u00f4mputo.<\/p>\n<p>O acesso limitado a recursos de GPU, a orquestra\u00e7\u00e3o ineficiente e pipelines de dados n\u00e3o otimizados geravam ciclos de treinamento lentos e desempenho inst\u00e1vel em infer\u00eancia em tempo real. Ao mesmo tempo, os custos de cloud aumentavam de forma imprevis\u00edvel devido \u00e0 falta de visibilidade e controle sobre cargas de trabalho de IA de alto consumo, colocando em risco tanto a escalabilidade quanto a efici\u00eancia operacional.   <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>A <span class=\"resaltado\">solu\u00e7\u00e3o<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>A <strong>GIGA IT <\/strong>implementou uma arquitetura cloud otimizada para IA, projetada especificamente para cargas de trabalho de machine learning de alto desempenho. Isso incluiu o provisionamento de ambientes de c\u00f4mputo baseados em GPU com escalabilidade din\u00e2mica, a separa\u00e7\u00e3o entre cargas de treinamento e infer\u00eancia e o redesenho dos pipelines de dados para permitir acesso mais r\u00e1pido e confi\u00e1vel \u00e0s informa\u00e7\u00f5es utilizadas pelos modelos de IA.<\/p>\n<p>Tamb\u00e9m foram incorporados pipelines de MLOps para padronizar a implementa\u00e7\u00e3o e o monitoramento dos modelos, juntamente com pr\u00e1ticas de FinOps adaptadas \u00e0s cargas de IA, proporcionando visibilidade de custos, governan\u00e7a de uso e otimiza\u00e7\u00e3o autom\u00e1tica de recursos em processos intensivos em c\u00f4mputo.  <\/p>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||10px||false|false&#8221; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;30px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;off|phone&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h1>Os <span class=\"resaltado\">resultados<\/span><\/h1>\n<p>[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<ul>\n<li>Ambiente cloud projetado especificamente para cargas de trabalho de IA escal\u00e1veis.<\/li>\n<li>Treinamento de modelos significativamente mais r\u00e1pido e infer\u00eancia em tempo real mais est\u00e1vel.<\/li>\n<li>Maior efici\u00eancia de custos por meio da otimiza\u00e7\u00e3o do uso de GPUs e da governan\u00e7a FinOps.<\/li>\n<li>Menor fric\u00e7\u00e3o para lan\u00e7ar novas iniciativas de dados e IA.<\/li>\n<li>Maior controle operacional e previsibilidade sobre cargas de trabalho impulsionadas por IA.<\/li>\n<\/ul>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_3,2_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_column][et_pb_column type=&#8221;2_3&#8243; _builder_version=&#8221;4.25.0&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text module_class=&#8221;testimonios_proyectos&#8221; _builder_version=&#8221;4.27.6&#8243; _module_preset=&#8221;default&#8221; header_font=&#8221;|800|||||||&#8221; header_font_size=&#8221;20px&#8221; header_line_height=&#8221;1.7em&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p><em>Otimizar nossa infraestrutura cloud para IA nos permitiu escalar modelos avan\u00e7ados sem comprometer o desempenho nem o controle de custos. 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_module_preset=&#8221;default&#8221; text_font=&#8221;|600|||||||&#8221; text_font_size=&#8221;40px&#8221; text_line_height=&#8221;1.4em&#8221; header_font=&#8221;|600|||||||&#8221; header_font_size=&#8221;40px&#8221; header_line_height=&#8221;1.4em&#8221; custom_margin=&#8221;||||false|false&#8221; hover_enabled=&#8221;0&#8243; text_font_size_tablet=&#8221;40px&#8221; text_font_size_phone=&#8221;30px&#8221; text_font_size_last_edited=&#8221;on|phone&#8221; header_font_size_tablet=&#8221;40px&#8221; header_font_size_phone=&#8221;30px&#8221; header_font_size_last_edited=&#8221;on|desktop&#8221; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<h1>Explore resultados reais<\/h1>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;||0px|||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.24.2&#8243; _module_preset=&#8221;default&#8221; 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No entanto, sua infraestrutura cloud existente [&hellip;]<\/p>\n","protected":false},"author":12,"featured_media":38794,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"project_category":[707],"project_tag":[],"class_list":["post-41062","project","type-project","status-publish","has-post-thumbnail","hentry","project_category-servicos-financeiros"],"acf":[],"_links":{"self":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41062","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project"}],"about":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/types\/project"}],"author":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/comments?post=41062"}],"version-history":[{"count":8,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41062\/revisions"}],"predecessor-version":[{"id":41295,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project\/41062\/revisions\/41295"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/media\/38794"}],"wp:attachment":[{"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/media?parent=41062"}],"wp:term":[{"taxonomy":"project_category","embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project_category?post=41062"},{"taxonomy":"project_tag","embeddable":true,"href":"https:\/\/grupo-giga.com\/pt-br\/wp-json\/wp\/v2\/project_tag?post=41062"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}