{"id":14,"date":"2026-07-27T17:39:09","date_gmt":"2026-07-27T17:39:09","guid":{"rendered":"https:\/\/dev.domvsit.com\/solucao-mlops\/"},"modified":"2026-09-03T11:27:08","modified_gmt":"2026-09-03T11:27:08","slug":"infraestrutura-e-mlops","status":"publish","type":"page","link":"https:\/\/domvsit.com\/en\/solucoes\/inteligencia-artificial\/infraestrutura-e-mlops\/","title":{"rendered":"Infrastructure &amp; MLOps"},"content":{"rendered":"<main id=\"conteudo\">\n\n<section class=\"page-hero sp-hero\">\n  <div class=\"globe\" aria-hidden=\"true\"><img loading=\"lazy\" decoding=\"async\" src=\"\/wp-content\/themes\/domvs\/assets\/contents\/LOGO\/logo_globo.svg\" alt=\"\" width=\"499\" height=\"484\"><\/div>\n  <div class=\"container\">\n    <span class=\"eyebrow rv\">Infrastructure &amp; MLOps<\/span>\n    <h1 class=\"rv\">Cloud and data infrastructure that support models in <span class=\"hl\">production<\/span>.<\/h1>\n    <p class=\"sub rv\">We prepare the cloud, data, and MLOps to take your AI models out of the lab and run them in production, with stability and security.<\/p>\n    <div class=\"hero-actions rv\"><a href=\"\/en\/contato\/\" class=\"btn btn-primary\">Talk to an expert <svg width=\"16\" height=\"12\" viewbox=\"0 0 16 12\" fill=\"none\" aria-hidden=\"true\"><path d=\"M10 1l5 5-5 5M15 6H1\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\"\/><\/svg><\/a> <a href=\"\/en\/solucoes\/\" class=\"link-arrow\" style=\"margin-left:18px;color:var(--accent-soft)\">View all solutions <svg width=\"14\" height=\"10\" viewbox=\"0 0 16 12\" fill=\"none\" aria-hidden=\"true\"><path d=\"M10 1l5 5-5 5M15 6H1\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\"\/><\/svg><\/a><\/div>\n  <\/div>\n<\/section>\n\n<section class=\"sp-about\">\n  <div class=\"container\">\n    <div class=\"sp-about-grid\">\n      <div>\n        <span class=\"sp-kicker rv\">What is<\/span>\n        <h2 class=\"rv\">An AI-ready cloud and data base<\/h2>\n        <p class=\"rv\">We design environments in AWS, Azure, or Google Cloud prepared to support artificial intelligence initiatives.<\/p><p class=\"rv\">We prepared the necessary data and pipelines to consistently feed the models.<\/p><p class=\"rv\">With MLOps, we organize the deployment into production and the monitoring of models throughout their usage.<\/p>\n      <\/div>\n      <div class=\"sp-about-visual rv\"><img decoding=\"async\" src=\"\/wp-content\/uploads\/2026\/08\/sol-ia-infra.jpg\" alt=\"An AI-ready cloud and data base\" loading=\"lazy\"><\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section style=\"padding-top:0\">\n  <div class=\"container\">\n    <div class=\"spv-head rv\">\n      <div class=\"h\"><span class=\"sp-kicker\">Earnings<\/span><h2>What changes for the business<\/h2><\/div>\n      <p class=\"lead\">More predictability to scale AI initiatives.<\/p>\n      <div class=\"cta\"><a href=\"\/en\/contato\/\" class=\"spv-cta\">Talk to an expert <svg width=\"16\" height=\"12\" viewbox=\"0 0 16 12\" fill=\"none\" aria-hidden=\"true\"><path d=\"M10 1l5 5-5 5M15 6H1\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\"\/><\/svg><\/a><\/div>\n    <\/div>\n    <div class=\"spv-grid rv\"><div class=\"spv-item\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"6.5\" y=\"6.5\" width=\"11\" height=\"11\" rx=\"2\"\/><rect x=\"9.5\" y=\"9.5\" width=\"5\" height=\"5\" rx=\"1\"\/><path d=\"M9.5 3.5v3M14.5 3.5v3M9.5 17.5v3M14.5 17.5v3M3.5 9.5h3M3.5 14.5h3M17.5 9.5h3M17.5 14.5h3\"\/><\/svg><\/span><h3>Production visibility<\/h3><p>Have more control over model behavior after deployment.<\/p><\/div><div class=\"spv-item\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M3 9V3h6M21 15v6h-6M21 9V3h-6M3 15v6h6\"\/><\/svg><\/span><h3>On-demand shift schedule<\/h3><p>Elastic environments support growth without compromising stability.<\/p><\/div><div class=\"spv-item\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M12 3l7 2.8V11c0 4.4-3 7.4-7 8.8-4-1.4-7-4.4-7-8.8V5.8L12 3z\"\/><path d=\"M9.2 11.8l1.9 1.9 3.6-4\"\/><\/svg><\/span><h3>Security and governance<\/h3><p>Protect the data and maintain control over access to the environment.<\/p><\/div><div class=\"spv-item\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M13 2.5L4.5 13.5H11l-1 8 8.5-11H12l1-7.5z\"\/><\/svg><\/span><h3>Most efficient AI cycle<\/h3><p>MLOps reduces manual dependencies and accelerates model evolution.<\/p><\/div><\/div>\n  <\/div>\n<\/section>\n\n<section style=\"padding-top:0\">\n  <div class=\"container\">\n    <div class=\"sp-offers-band rv\">\n      <div class=\"in\">\n        <div class=\"sp-offers-head\"><span class=\"sp-kicker\">What we deliver<\/span><h2 style=\"font-size:var(--fs-section)\">Solution components<\/h2><p>Each front prepares the necessary foundation to operate AI at scale.<\/p><\/div>\n        <div class=\"sp-offers-grid\"><div class=\"sp-offer\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M7.5 18.5A4.2 4.2 0 016.8 10 5.5 5.5 0 0117.4 8.8 3.7 3.7 0 0117 18.5H7.5z\"\/><\/svg><\/span><h4>Cloud architecture<\/h4><p>We structure AWS, Azure, or Google Cloud environments prepared for AI workloads.<\/p><\/div><div class=\"sp-offer\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M4 11a8 8 0 0113.7-4.8L20 8M20 4v4h-4\"\/><path d=\"M20 13a8 8 0 01-13.7 4.8L4 16M4 20v-4h4\"\/><\/svg><\/span><h4>Cloud migration<\/h4><p>We planned the cloud transition while preserving operational continuity.<\/p><\/div><div class=\"sp-offer\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"6.5\" y=\"6.5\" width=\"11\" height=\"11\" rx=\"2\"\/><rect x=\"9.5\" y=\"9.5\" width=\"5\" height=\"5\" rx=\"1\"\/><path d=\"M9.5 3.5v3M14.5 3.5v3M9.5 17.5v3M14.5 17.5v3M3.5 9.5h3M3.5 14.5h3M17.5 9.5h3M17.5 14.5h3\"\/><\/svg><\/span><h4>Data platform<\/h4><p>We prepare the foundation that supplies analysis and models with reliable information.<\/p><\/div><div class=\"sp-offer\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M3 16.5l6-6 4 4 8-8\"\/><path d=\"M21 6.5v5h-5\"\/><\/svg><\/span><h4>MLOps and model operation<\/h4><p>We structure the cycle needed to take models to production and keep their evolution under control.<\/p><\/div><div class=\"sp-offer\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"9\"\/><path d=\"M14.5 9.3c-.5-.9-1.5-1.4-2.6-1.4-1.5 0-2.6.8-2.6 1.9 0 2.6 5.5 1.3 5.5 3.9 0 1.2-1.2 2-2.6 2-1.2 0-2.3-.6-2.8-1.5M12 6.4v11.2\"\/><\/svg><\/span><h4>FinOps and Optimization<\/h4><p>We monitor costs and adjust resources as infrastructure consumption changes.<\/p><\/div><div class=\"sp-offer\"><span class=\"ic\"><svg viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><path d=\"M12 3l7 2.8V11c0 4.4-3 7.4-7 8.8-4-1.4-7-4.4-7-8.8V5.8L12 3z\"\/><path d=\"M9.2 11.8l1.9 1.9 3.6-4\"\/><\/svg><\/span><h4>Data governance and security<\/h4><p>We apply controls to protect the information used by AI initiatives.<\/p><\/div><\/div>\n      <\/div>\n    <\/div>\n  <\/div>\n<\/section>\n\n<section style=\"padding-top:0\">\n  <div class=\"container\">\n    <div class=\"sec-head rv\" style=\"flex-direction:column;align-items:center;text-align:center\"><div><span class=\"sp-kicker\" style=\"justify-content:center\">Questions<\/span><h2 style=\"font-size:var(--fs-section)\">Frequently asked questions<\/h2><\/div><\/div>\n    <div class=\"faq-list rv\"><div class=\"faq-item open\">\n      <button class=\"faq-btn\" type=\"button\"><span>What is MLOps and what is it used for?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>MLOps organizes the lifecycle of machine learning models after the development phase, creating a structure to put them into production and track their evolution.<\/p><\/div>\n    <\/div><div class=\"faq-item\">\n      <button class=\"faq-btn\" type=\"button\"><span>Which cloud providers does DOMVS iT use for AI projects?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>DOMVS iT works with AWS, Microsoft Azure, and Google Cloud. The choice depends on the existing environment and the needs of the initiative.<\/p><\/div>\n    <\/div><div class=\"faq-item\">\n      <button class=\"faq-btn\" type=\"button\"><span>How to prepare a cloud infrastructure for artificial intelligence?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>The infrastructure needs to be sized for the type of workload that will be executed and prepared to keep pace with the evolution of the models over time of use.<\/p><\/div>\n    <\/div><div class=\"faq-item\">\n      <button class=\"faq-btn\" type=\"button\"><span>What is required to put an AI model into production?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>The model needs to be connected to an environment capable of supporting its actual execution. It is also necessary to create conditions to monitor its behavior after deployment.<\/p><\/div>\n    <\/div><div class=\"faq-item\">\n      <button class=\"faq-btn\" type=\"button\"><span>What is the difference between MLOps and DevOps?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>DevOps organizes the software development and operations cycle. MLOps applies this logic to the lifecycle of machine learning models, which require specific care after they enter production.<\/p><\/div>\n    <\/div><div class=\"faq-item\">\n      <button class=\"faq-btn\" type=\"button\"><span>How does AI model monitoring work in production?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>Monitoring tracks the model's behavior during use and helps identify when adjustments or a new version become necessary.<\/p><\/div>\n    <\/div><div class=\"faq-item\">\n      <button class=\"faq-btn\" type=\"button\"><span>When does a company need to implement MLOps?<\/span><svg class=\"ico\" width=\"16\" height=\"16\" viewbox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M8 2v12M2 8h12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\"\/><\/svg><\/button>\n      <div class=\"faq-panel\"><p>MLOps becomes relevant when models leave the experimental phase and need to operate recurrently within the company, with a structure prepared to support their lifecycle.<\/p><\/div>\n    <\/div><\/div>\n  <\/div>\n<\/section>\n\n<section style=\"padding-top:0\"><div class=\"container\"><div class=\"cta-banner rv\" style=\"background-image:url(\/wp-content\/uploads\/2026\/08\/sol-ia-infra.jpg)\"><div style=\"max-width:820px\"><h2>Build the foundation your AI needs to scale.<\/h2><p>Talk to DOMVS iT about the infrastructure needed to support your AI initiatives at scale.<\/p><a href=\"\/en\/contato\/\" class=\"btn btn-light\">Talk to an expert <svg width=\"16\" height=\"12\" viewbox=\"0 0 16 12\" fill=\"none\" aria-hidden=\"true\"><path d=\"M10 1l5 5-5 5M15 6H1\" stroke=\"currentColor\" stroke-width=\"1.6\" stroke-linecap=\"round\"\/><\/svg><\/a><p class=\"cta-note\" style=\"color:var(--note-inv)\">Response within 1 business day. Customer service for companies in Brazil and abroad.<\/p><\/div><\/div><\/div><\/section>\n\n<\/main>","protected":false},"excerpt":{"rendered":"<p>Infraestrutura &#038; MLOps Infraestrutura cloud e dados que sustentam modelos em produ\u00e7\u00e3o. Preparamos a nuvem, os dados e o MLOps para tirar seus modelos de IA do laborat\u00f3rio e coloc\u00e1-los para rodar em produ\u00e7\u00e3o, com estabilidade e seguran\u00e7a. Fale com um especialista Ver todas as solu\u00e7\u00f5es O que \u00e9 Uma base de nuvem e dados [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":635,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-14","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/pages\/14","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/comments?post=14"}],"version-history":[{"count":11,"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/pages\/14\/revisions"}],"predecessor-version":[{"id":606,"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/pages\/14\/revisions\/606"}],"up":[{"embeddable":true,"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/pages\/635"}],"wp:attachment":[{"href":"https:\/\/domvsit.com\/en\/wp-json\/wp\/v2\/media?parent=14"}],"curies":[{"name":"well played","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}