# Best Cloud Management Platforms ## How Many Cloud Management Platforms Products Does G2 Track? **Total Products under this Category:** 190 ### Category Stats (Aug 2026) - **Average Rating:** 4.55/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** Control Plane (+8.89%) - Among all products in this category, Control Plane recorded the largest rating increase compared to last month _Last updated: August 01, 2026_ ## How Does G2 Rank Cloud Management Platforms Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 6,700+ Authentic Reviews - 190+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Cloud Management Platforms ![G2 Grid® for Cloud Management Platforms plotting products by satisfaction and market presence](https://www.g2.com/categories/cloud-management-platforms/grids.png?focus%5B%5D=6599&focus%5B%5D=1464&focus%5B%5D=136001&focus%5B%5D=107230&focus%5B%5D=1434713&focus%5B%5D=150881&focus%5B%5D=1308826&focus%5B%5D=39310) Highlighted products: Google Compute Engine, Ubuntu, Cast AI, Flexera One, SAP Business Data Cloud, CloudKeeper, AWS Compute Optimizer, and Rubrik. Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-management-platforms/grids.json?focus%5B%5D=google-compute-engine&focus%5B%5D=ubuntu&focus%5B%5D=cast-ai&focus%5B%5D=flexera-one&focus%5B%5D=sap-business-data-cloud&focus%5B%5D=cloudkeeper&focus%5B%5D=aws-compute-optimizer&focus%5B%5D=rubrik) **Sponsored** ### Google Compute Engine Compute Engine is Google's infrastructure as a service (IaaS) platform for organizations to create and run cloud-based virtual machines. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2036&secure%5Bchosen_at%5D=2026-08-02T21%3A18%3A36Z&secure%5Bdisplayable_resource_id%5D=2036&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2036&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=6599&secure%5Bresource_id%5D=2036&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-management-platforms&secure%5Btoken%5D=57f218a74b856fa9af44ebb75958e3492919a0f210120976961c50d5480dc76d&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Fspeech-to-text%3Futm_source%3DG2%26utm_medium%3Ddisplay%26utm_campaign%3DCloud-SS-DR-GCP-1713658-GCP-DR-NA-US-en-G2-Display-Banner-All-%2525epid%21-%2525ecid%21-speechtotext%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url) ### [Google Compute Engine](https://www.g2.com/pt/products/google-compute-engine/reviews) Compute Engine é a plataforma de infraestrutura como serviço (IaaS) do Google para organizações criarem e executarem máquinas virtuais baseadas em nuvem. **Average Rating:** 4.5/5.0 **Total Reviews:** 875 #### How Do G2 Users Rate Google Compute Engine? - **Otimização da nuvem:** 8.8/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 8.7/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.4/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 8.7/10 (Category avg: 9.0/10) #### Who Is the Company Behind Google Compute Engine? - **Vendedor:** [Google](https://www.g2.com/pt/sellers/google) - **Ano de Fundação:** 1998 - **Localização da Sede:** Mountain View, CA - **Twitter:** @google 31,899,995 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website) 341,888 funcionários no LinkedIn® - **Propriedade:** NASDAQ:GOOG #### Who Uses This Product? - **Who Uses This:** Engenheiro de Software, Engenheiro de Dados - **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador - **Company Size:** 35% Small, 34% Large #### What Do G2 Reviewers Say About Google Compute Engine? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários apreciam a **facilidade de uso** do Google Compute Engine, permitindo a rápida provisão de VMs e integração perfeita com produtos GCP. - Os usuários adoram a **escalabilidade** do Google Compute Engine, permitindo ajustes rápidos nos recursos para cargas de trabalho variadas. - Os usuários valorizam a **flexibilidade e escalabilidade** do Google Compute Engine, tornando fácil personalizar VMs para diversas necessidades. - Os usuários admiram a **flexibilidade e escalabilidade** do Google Compute Engine, permitindo uma gestão de recursos em nuvem personalizada e eficiente. - Os usuários apreciam a **escalabilidade e flexibilidade** do Google Compute Engine, permitindo um provisionamento rápido e confiável de máquinas virtuais. ##### Cons - Os usuários têm dificuldades com a **estrutura de preços complexa** do Google Compute Engine, levando a custos inesperados e confusão. - Os usuários acham a **estrutura de preços confusa** e potencialmente cara, especialmente ao escalar várias instâncias sem monitoramento cuidadoso. - Os usuários acham a **gestão de custos** desafiadora, observando confusão sobre preços e potencial para aumento rápido dos custos. - Os usuários acham a **curva de aprendizado íngreme** do Google Compute Engine assustadora, especialmente para iniciantes que não estão familiarizados com conceitos de nuvem. - Os usuários acham a **estrutura de preços complexa** do Google Compute Engine desafiadora, muitas vezes levando a custos inesperados e confusão. #### What Are Recent G2 Reviews of Google Compute Engine? **["Configuração Fácil, Instâncias Flexíveis e Ótimo Valor no Google Compute Engine"](https://www.g2.com/pt/survey_responses/google-compute-engine-review-12691758)** **Rating:** 5.0/5.0 stars _— Matthew C._ [Read full review](https://www.g2.com/pt/survey_responses/google-compute-engine-review-12691758) **["Minha experiência usando o GCE"](https://www.g2.com/pt/survey_responses/google-compute-engine-review-11677030)** **Rating:** 5.0/5.0 stars _— ANUJ J._ [Read full review](https://www.g2.com/pt/survey_responses/google-compute-engine-review-11677030) #### What Are G2 Users Discussing About Google Compute Engine? - [What is Google Compute Engine used for?](https://www.g2.com/pt/discussions/what-is-google-compute-engine-used-for) - 2 comments - [O que é uma instância de computação?](https://www.g2.com/pt/discussions/what-is-a-compute-instance) - 2 comments, 2 upvotes - [O Google Compute Engine é PaaS?](https://www.g2.com/pt/discussions/is-google-compute-engine-paas) - 1 comment, 1 upvote - [What are the features of Compute Engine?](https://www.g2.com/pt/discussions/what-are-the-features-of-compute-engine) - [O que o Google Compute Engine faz?](https://www.g2.com/pt/discussions/what-does-google-compute-engine-do) - 4 comments, 1 upvote ### [Ubuntu](https://www.g2.com/pt/products/ubuntu/reviews) Ubuntu é o sistema operacional Linux feito para todos. Aproveite a liberdade e a criatividade do código aberto, desde laptops e estações de trabalho até servidores e dispositivos IoT. Publicado pela Canonical, o Ubuntu traz o melhor do código aberto, respaldado por uma garantia de nível empresarial. O Ubuntu oferece uma experiência unificada e estável. O Ubuntu serve como uma plataforma interoperável, desde o desktop até a borda. Onde quer que você inove, pode esperar alto desempenho e o mesmo rico ecossistema de ferramentas. Através da comunidade e parcerias, garantimos que o Ubuntu esteja sempre na vanguarda. Contribuidores de código aberto trabalham para garantir que os aplicativos, ferramentas e bibliotecas mais recentes tenham um lar no ecossistema Ubuntu. Nossos parceiros de hardware, como Dell, Lenovo, HP, IBM e NVIDIA, trabalham conosco para certificar o Ubuntu pronto para uso nas placas, dispositivos e chipsets mais recentes, através de uma série de mais de 500 testes de compatibilidade do sistema operacional por dispositivo. Quando chegar a hora de expandir, o Ubuntu fornece integrações para tornar a governança de dispositivos gerenciável. Implemente protocolos rigorosos de gerenciamento de identidade com suporte para Microsoft Active Directory, Entra ID e Google Cloud Platform, através do broker AuthD do Ubuntu. O ritmo regular de lançamentos do Ubuntu permite que você planeje com confiança. Em toda a sua pilha, as versões LTS (suporte de longo prazo) do Ubuntu recebem 5 anos de correções e manutenção como padrão. Suporte adicional de nível empresarial é oferecido através do Ubuntu Pro - a assinatura abrangente da Canonical para segurança de código aberto. O Ubuntu Pro expande a correção de segurança e manutenção por até 12 anos e inclui ferramentas para fortalecimento e conformidade, permitindo que você se mantenha à frente das CVEs, minimize o tempo de inatividade e atenda aos seus requisitos regulatórios. Isso inclui suporte para frameworks como FIPS, DISA STIG, NIST e o Ato de Resiliência Cibernética. **Average Rating:** 4.5/5.0 **Total Reviews:** 2,345 #### How Do G2 Users Rate Ubuntu? - **Otimização da nuvem:** 8.7/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 8.7/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.3/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 8.7/10 (Category avg: 9.0/10) #### Who Is the Company Behind Ubuntu? - **Vendedor:** [Canonical Ltd.](https://www.g2.com/pt/sellers/canonical-ltd) - **Ano de Fundação:** 2004 - **Localização da Sede:** London - **Twitter:** @Canonical 110,908 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=419861f6764fedcacb9a4344b6bea5b7dd0444fa65efaee135828d209953f258&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F234280%2F&secure%5Burl_type%5D=linkedin_company_website) 1,974 funcionários no LinkedIn® #### Who Uses This Product? - **Who Uses This:** Engenheiro de Software, Engenheiro de Software Sênior - **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador - **Company Size:** 47% Small, 33% Medium #### What Do G2 Reviewers Say About Ubuntu? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários acham o Ubuntu incrivelmente **fácil de usar** , beneficiando-se de uma integração perfeita e excelente suporte da comunidade. - Os usuários apreciam a **confiabilidade e velocidade** do Ubuntu, tornando-o uma escolha sólida para desenvolvimento e trabalho em servidores. - Os usuários adoram a **flexibilidade de código aberto** do Ubuntu, permitindo fácil personalização e acesso a uma ampla gama de serviços. - Os usuários apreciam a **interface amigável** do Ubuntu, valorizada por sua estabilidade, extenso ecossistema de software e facilidade de uso. - Os usuários destacam a **interface amigável** do Ubuntu, tornando-o acessível e ideal para iniciantes no Linux. ##### Cons - Os usuários frequentemente enfrentam **problemas de compatibilidade** com aplicativos, limitando a funcionalidade e causando frustração com a disponibilidade de software. - Os usuários enfrentam **problemas de driver** com jogos e hardware, muitas vezes exigindo esforço extra para o funcionamento adequado no Ubuntu. - Os usuários expressam frustração com a **disponibilidade limitada de software** no Ubuntu, prejudicando sua produtividade e experiência. - Os usuários acham a **dificuldade de uso** do Ubuntu desafiadora, especialmente ao fazer a transição do Windows e lidar com linhas de comando. - Os usuários relatam **problemas de desempenho** com o Ubuntu, incluindo inicialização lenta do Snap e baixa compatibilidade com software de jogos. #### What Are Recent G2 Reviews of Ubuntu? **["Ubuntu: Flexível, gratuito e perfeito para aprender programação"](https://www.g2.com/pt/survey_responses/ubuntu-review-13180048)** **Rating:** 5.0/5.0 stars _— Andrey S._ [Read full review](https://www.g2.com/pt/survey_responses/ubuntu-review-13180048) **["Estável, Personalizável e Ótimo para Desenvolvimento—Ubuntu Entrega"](https://www.g2.com/pt/survey_responses/ubuntu-review-13137359)** **Rating:** 4.5/5.0 stars _— Muhammed A._ [Read full review](https://www.g2.com/pt/survey_responses/ubuntu-review-13137359) #### What Are G2 Users Discussing About Ubuntu? - [Estou tendo problemas para instalar aplicativos no Ubuntu. Quais são as melhores práticas para um iniciante?](https://www.g2.com/pt/discussions/i-m-having-trouble-installing-applications-on-ubuntu-what-are-the-best-practices-for-a-beginner) - 7 comments, 1 upvote - [Para que é usado o Ubuntu?](https://www.g2.com/pt/discussions/what-is-ubuntu-used-for) - 6 comments, 2 upvotes - [Para que é usado o Ubuntu Desktop?](https://www.g2.com/pt/discussions/what-is-ubuntu-desktop-used-for) - 6 comments, 2 upvotes - [Para que é usado o Bazaar?](https://www.g2.com/pt/discussions/what-is-bazaar-used-for) - [Para que é usado o Ubuntu Core?](https://www.g2.com/pt/discussions/what-is-ubuntu-core-used-for) - 2 comments, 1 upvote ### [Cast AI](https://www.g2.com/pt/products/cast-ai/reviews) A Cast AI é uma plataforma de automação para operar infraestrutura nativa da nuvem e de IA em escala. Ela mantém as aplicações rápidas e estáveis ao otimizar continuamente os sistemas de produção e eliminar operações manuais à medida que os ambientes escalam. **Average Rating:** 4.6/5.0 **Total Reviews:** 194 #### How Do G2 Users Rate Cast AI? - **Orquestração de Nuvem:** 8.3/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 9.2/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 6.7/10 (Category avg: 9.0/10) #### Who Is the Company Behind Cast AI? - **Vendedor:** [Cast AI](https://www.g2.com/pt/sellers/cast-ai) - **Website da Empresa:** cast.ai - **Ano de Fundação:** 2019 - **Localização da Sede:** Miami, FL - **Twitter:** @cast\_ai 1,826 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b990abefe06f5b3a16e017d6d0604856349863351a00b955116637b9661f74ff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcast-ai&secure%5Burl_type%5D=linkedin_company_website) 340 funcionários no LinkedIn® #### Who Uses This Product? - **Who Uses This:** Engenheiro de DevOps, Engenheiro Sênior de DevOps - **Top Industries:** Serviços Financeiros, Tecnologia da Informação e Serviços - **Company Size:** 42% Medium, 23% Large #### What Do G2 Reviewers Say About Cast AI? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários valorizam as **capacidades de gerenciamento de custos** do CAST AI, reduzindo efetivamente os custos do cluster e evitando interrupções. - Os usuários valorizam os **benefícios de economia de custos** do CAST AI, reduzindo significativamente as despesas com a nuvem enquanto otimizam o gerenciamento do Kubernetes. - Os usuários valorizam a **facilidade de uso** do CAST AI, achando-o fácil de configurar e operar de forma eficaz. - Os usuários destacam a **redução significativa de custos** alcançada com a CAST AI através da otimização autônoma e do gerenciamento inteligente de recursos. - Os usuários valorizam a **custo-efetividade** do CAST AI para gerenciar clusters e otimizar despesas sem esforço. ##### Cons - Os usuários enfrentam **problemas de escalabilidade** com o CAST AI ao lidar com cargas de trabalho irregulares, afetando o desempenho e a gestão do orçamento. - Os usuários acham o **preço alto** , especialmente para pequenos clusters, apesar de a ferramenta se pagar inicialmente. - Os usuários enfrentam uma **curva de aprendizado substancial** com recursos avançados, exigindo tempo para entender e utilizar efetivamente. - Os usuários relatam **documentação deficiente** levando a confusão e informações contraditórias do suporte, complicando sua experiência. - Os usuários encontram **problemas de precificação** com o CAST AI, destacando a necessidade de maior clareza e transparência na apresentação dos custos. #### What Are Recent G2 Reviews of Cast AI? **["Uma Plataforma Poderosa para Reduzir os Custos de Nuvem do Kubernetes"](https://www.g2.com/pt/survey_responses/cast-ai-review-13181004)** **Rating:** 4.0/5.0 stars _— Jeni J._ [Read full review](https://www.g2.com/pt/survey_responses/cast-ai-review-13181004) **["Configuração e Esquecimento do Autoscaling do Kubernetes Com Grandes Economias de Custos na Nuvem"](https://www.g2.com/pt/survey_responses/cast-ai-review-13181645)** **Rating:** 4.0/5.0 stars _— Arjun D._ [Read full review](https://www.g2.com/pt/survey_responses/cast-ai-review-13181645) #### What Are G2 Users Discussing About Cast AI? - [Para que é usado o CAST AI?](https://www.g2.com/pt/discussions/what-is-cast-ai-used-for) - 1 comment, 1 upvote ### [Flexera One](https://www.g2.com/pt/products/flexera-one/reviews) Flexera One é uma solução de gestão de TI baseada em SaaS, projetada com e para organizações como a sua, com ambientes híbridos altamente complexos. Com o Flexera One, você pode visualizar todo o seu patrimônio e tomar decisões baseadas em dados, desde o local até o SaaS e a nuvem. Visibilidade de TI A solução de Visibilidade de TI do Flexera One oferece a visão mais abrangente e clara do seu patrimônio de TI. Descoberta e normalização—obtenha dados consistentes e confiáveis e assuma o controle dos ativos para extrair insights valiosos em software, hardware, SaaS e nuvem. Enriquecimento de dados—melhore seus dados de inventário de TI com inteligência de mercado que aprimora suas habilidades de tomada de decisão, através do Technopedia—a maior e mais confiável fonte de informações sobre ativos de TI do mundo. Visualização unificada de dados—simplifique a visualização do seu ambiente com compreensão clara e análises que fornecem contexto para iniciativas de negócios que abrangem todo o seu patrimônio de TI. Gestão de Ativos de TI A gestão de ativos de TI (ITAM) do Flexera One começa com o conhecimento do que você tem em seu ecossistema de TI—abrangendo hardware, software, SaaS, nuvem, contêineres, clusters e tecnologias virtuais. Otimizado para o negócio digital de hoje, encontre as evidências necessárias para determinar o consumo de licenças, como os requisitos de subcapacidade da IBM. Gestão de ativos de software—o Flexera One é a única solução SAM a resolver a exponencialidade do licenciamento com a profundidade, amplitude, algoritmos e automação necessários para realmente criar uma posição de licença confiável e precisa. Gestão de ativos de hardware—gerencie o hardware que você possui ou aluga, não importa onde esteja. Tome decisões críticas sobre o ciclo de vida do hardware para apoiar a produtividade do usuário, a continuidade dos negócios e aproveitar ao máximo seus investimentos em hardware. Gestão de SaaS—obtenha uma visão atual e completa do uso de SaaS para apoiar seus stakeholders de negócios enquanto otimiza os gastos com SaaS com todos os seus fornecedores. Tome medidas descobrindo SaaS oculto, removendo aplicativos redundantes e otimizando assinaturas com base no uso real automaticamente. Solicitação e reaproveitamento de software—reduza proativamente a proliferação e forneça aos usuários finais um catálogo de software aprovado, instâncias de SaaS e nuvem—ajudando você a mantê-los dentro dos limites enquanto permite que o negócio seja ágil e inovador. Reivindique tecnologia não utilizada para evitar custos futuros. Integre-se com provedores de ITSM para que você possa atender os usuários onde eles estão e proporcionar uma experiência de usuário final perfeita. Otimização de Custos na Nuvem O Flexera One oferece uma abordagem única para otimização de custos na nuvem que permite que as equipes de governança da nuvem trabalhem colaborativamente com unidades de negócios e proprietários de recursos na nuvem para otimizar os gastos. Com o Flexera One, você obtém um conjunto abrangente de capacidades de otimização de custos na nuvem projetadas para reduzir facilmente os custos em todo o seu ambiente de nuvem. Gestão de Custos na Nuvem—Obtenha visibilidade do uso e custos da nuvem para todas as suas contas de nuvem. Você pode avaliar e relatar sobre suas regiões e tamanhos de instância mais econômicos, e mergulhar profundamente nos custos de nuvem pública e privada por aplicação, categoria, unidade de negócios, centro de custo, departamento ou equipe. Você também pode alocar custos para cobrança e demonstração com backup e justificativa completos. Governança da Nuvem—O Flexera One oferece um poderoso mecanismo de políticas que permite que suas equipes de governança da nuvem gerenciem e controlem o uso de nuvem híbrida com políticas prontas para uso e personalizadas para automatizar a governança de custos, operações, segurança e conformidade. Migração e Modernização da Nuvem A modernização de TI bem-sucedida requer análise, priorização e planejamento adequados. A Migração e Modernização da Nuvem do Flexera One fornece a inteligência acionável que você precisa para otimizar sua modernização e migração na nuvem—não importa onde você esteja em sua jornada na nuvem. Planejamento de Migração para a Nuvem—O Flexera One oferece a inteligência acionável necessária para otimizar sua jornada de migração do local para a nuvem do início ao fim com visibilidade completa do contexto em serviços de negócios. Avaliação de Custos na Nuvem—O Flexera One fornece avaliações abrangentes de carga de trabalho para mostrar qual tipo de nuvem, provedor, escolha de instância personalizada, tipo de compra e provisionamento de recursos são melhores para sua carga de trabalho, orçamento e requisitos de desempenho—tudo para otimizar suas economias de custos na nuvem. Colocação de Carga de Trabalho—A migração e modernização da nuvem fornece avaliações abrangentes de carga de trabalho para visibilidade total de suas cargas de trabalho atuais, para que você possa priorizar e identificar quais provedores são melhores para seus requisitos de desempenho para garantir a migração bem-sucedida de cargas de trabalho para a nuvem. **Average Rating:** 4.3/5.0 **Total Reviews:** 140 #### How Do G2 Users Rate Flexera One? - **Otimização da nuvem:** 8.2/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 8.1/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.2/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 8.2/10 (Category avg: 9.0/10) #### Who Is the Company Behind Flexera One? - **Vendedor:** [Flexera](https://www.g2.com/pt/sellers/flexera) - **Ano de Fundação:** 2008 - **Localização da Sede:** Itasca, IL - **Twitter:** @flexera 4,737 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=061b4bebab3b28d42c84dd8c9c96f7703eae865b254ca28367a87bf1b7fe4516&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F574962%2F&secure%5Burl_type%5D=linkedin_company_website) 2,072 funcionários no LinkedIn® #### Who Uses This Product? - **Who Uses This:** Analista, Consultor - **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador - **Company Size:** 72% Large, 21% Medium #### What Do G2 Reviewers Say About Flexera One? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários valorizam a **facilidade de uso** do Flexera One, graças à sua interface intuitiva e funcionalidade simplificada. - Os usuários valorizam o **painel unificado** do Flexera One, que simplifica a gestão de ambientes locais e em nuvem. - Os usuários valorizam a **fácil integração** com múltiplos sistemas, melhorando a visibilidade dos dados e o fluxo de trabalho em ambientes de TI. - Os usuários apreciam a **alta qualidade do produto** do Flexera One, destacando seu design amigável e integrações perfeitas. - Os usuários valorizam a **visibilidade unificada** do Flexera One, simplificando o gerenciamento de TI em ativos de software, hardware e nuvem. ##### Cons - Os usuários enfrentam uma **curva de aprendizado acentuada** com o Flexera One devido à sua configuração complexa e desafios iniciais de implementação. - Os usuários acham a **curva de aprendizado difícil** do Flexera One desafiadora, especialmente com recursos avançados e a integração inicial. - Os usuários acham a **curva de aprendizado íngreme** , com uma interface de usuário avassaladora e um processo de integração complexo que requer melhorias. - Os usuários enfrentam um processo de **configuração complexo** , exigindo recursos significativos e expertise técnica para uma implementação eficaz. - Os usuários frequentemente enfrentam uma **configuração difícil** devido à implementação complexa e à integração com sistemas existentes. #### What Are Recent G2 Reviews of Flexera One? **["Revisão do Flexera One: Útil para Gastos de TI e Conformidade"](https://www.g2.com/pt/survey_responses/flexera-one-review-13148953)** **Rating:** 4.5/5.0 stars _— PALEPU M._ [Read full review](https://www.g2.com/pt/survey_responses/flexera-one-review-13148953) **["Gestão Centralizada de Ativos de TI com Integrações Fortes e Relatórios de Conformidade"](https://www.g2.com/pt/survey_responses/flexera-one-review-13168371)** **Rating:** 4.5/5.0 stars _— Harish A._ [Read full review](https://www.g2.com/pt/survey_responses/flexera-one-review-13168371) ### [SAP Business Data Cloud](https://www.g2.com/pt/products/sap-business-data-cloud/reviews) SAP Business Data Cloud é uma solução de software como serviço (SaaS) totalmente gerenciada que unifica e governa dados SAP e se conecta com dados de terceiros. Como uma evolução das soluções de dados, planejamento e análises da empresa, o SAP Business Data Cloud reúne o SAP Datasphere, o SAP Analytics Cloud e o SAP Business Warehouse com uma experiência unificada que oferece insights em todas as linhas de negócios. Além disso, o SAP Databricks está disponível nativamente no Business Data Cloud - trazendo o poder das capacidades da Plataforma de Inteligência de Dados Databricks para o produto. O SAP Business Data Cloud conecta dados aproveitando os princípios de tecido de dados de negócios, tornando mais fácil descobrir, compartilhar, governar e modelar esses dados. Inclui o SAP Databricks como um serviço de dados de primeira linha. A plataforma combina aplicativos pré-construídos e produtos de dados em todas as linhas de negócios. Ela fornece produtos de dados totalmente gerenciados e curados em todas as linhas de negócios e elimina os custos de extração de dados. Os usuários podem construir sobre os produtos de dados curados da SAP com sua expertise de domínio e entregar Aplicações Inteligentes através do ecossistema Business Data Cloud. Essas aplicações inteligentes são aplicações adaptativas, alimentadas por IA, que aprendem com seus dados, entendem o contexto de negócios e agem em seu nome para transformar os resultados de negócios. **Average Rating:** 4.2/5.0 **Total Reviews:** 75 #### How Do G2 Users Rate SAP Business Data Cloud? - **Otimização da nuvem:** 9.0/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 8.5/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.2/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 8.4/10 (Category avg: 9.0/10) #### Who Is the Company Behind SAP Business Data Cloud? - **Vendedor:** [SAP](https://www.g2.com/pt/sellers/sap) - **Ano de Fundação:** 1972 - **Localização da Sede:** Walldorf - **Twitter:** @SAP 297,052 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8fd712dbd816fadfc039a60dcf8c1a3d6a48469756075586fa0be3da7e4b74d7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsap%2F&secure%5Burl_type%5D=linkedin_company_website) 141,955 funcionários no LinkedIn® - **Propriedade:** NYSE:SAP #### Who Uses This Product? - **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços - **Company Size:** 39% Large, 29% Small #### What Do G2 Reviewers Say About SAP Business Data Cloud? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários apreciam a **facilidade de uso** do SAP Business Data Cloud, beneficiando-se do acesso simplificado a dados confiáveis. - Os usuários valorizam a **integração de dados perfeita** e a governança robusta do SAP Business Data Cloud, melhorando a eficiência organizacional. - Os usuários valorizam as **capacidades de integração** do SAP Business Data Cloud, unificando efetivamente dados de diversas fontes para maior eficiência. - Os usuários valorizam a **visão única e confiável dos dados** oferecida pelo SAP Business Data Cloud, aumentando a eficiência e a organização. - Os usuários valorizam as capacidades de **integração perfeita** do SAP Business Data Cloud, melhorando a gestão de dados e a eficiência na tomada de decisões. ##### Cons - Os usuários acham a **complexidade da configuração** do SAP Business Data Cloud assustadora, especialmente para ambientes híbridos e integração de dados. - Os usuários enfrentam uma **curva de aprendizado difícil** devido à complexidade e aos recursos avançados do SAP Business Data Cloud. - Os usuários enfrentam **problemas de integração** com o SAP Business Data Cloud, tornando a configuração e a instalação desafiadoras em ambientes híbridos. - Os usuários destacam os **altos custos** associados ao SAP Business Data Cloud para implementações em larga escala, afetando as considerações orçamentárias. - Os usuários observam uma **curva de aprendizado acentuada** , tornando desafiador para novos usuários navegar no SAP Business Data Cloud de forma eficaz. #### What Are Recent G2 Reviews of SAP Business Data Cloud? **["Unifique dados SAP e não-SAP"](https://www.g2.com/pt/survey_responses/sap-business-data-cloud-review-12851557)** **Rating:** 4.0/5.0 stars _— Maria Francesca I._ [Read full review](https://www.g2.com/pt/survey_responses/sap-business-data-cloud-review-12851557) **["Gestão Centralizada de Dados com Interface Amigável ao Usuário"](https://www.g2.com/pt/survey_responses/sap-business-data-cloud-review-12609585)** **Rating:** 4.0/5.0 stars _— Tejas Kumar V._ [Read full review](https://www.g2.com/pt/survey_responses/sap-business-data-cloud-review-12609585) ### [CloudKeeper](https://www.g2.com/pt/products/cloudkeeper/reviews) CloudKeeper é o único parceiro de otimização de custos de IA e nuvem orientado por resultados, criado para organizações de nuvem em rápido crescimento. Nós entregamos economias de custos garantidas e contínuas em todo o seu patrimônio de nuvem e IA - combinando expertise comprovada em FinOps, plataformas de otimização proprietárias e execução prática para impulsionar resultados financeiros mensuráveis em escala. Com mais de 15 anos de experiência em otimização de custos de nuvem, a CloudKeeper ajudou mais de 400 empresas globais a reduzir os gastos com nuvem e IA em uma média de 20% em AWS, Microsoft Azure e Google Cloud. Ao contrário dos modelos de engajamento tradicionais, entregamos economias contínuas através de um modelo baseado em resultados - sem custos iniciais e sem compromissos de longo prazo. **Average Rating:** 4.7/5.0 **Total Reviews:** 304 #### How Do G2 Users Rate CloudKeeper? - **Otimização da nuvem:** 9.4/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 8.9/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 9.6/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 9.0/10 (Category avg: 9.0/10) #### Who Is the Company Behind CloudKeeper? - **Vendedor:** [CloudKeeper](https://www.g2.com/pt/sellers/cloudkeeper) - **Website da Empresa:** cloudkeeper.com - **Ano de Fundação:** 2019 - **Localização da Sede:** Singapore, Singapore - **Twitter:** @cloud\_keeper 125 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d4db14548f834dbbb743c3f563582e3f80468ab59cefa841c1f7d88ff2d0107f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudkeeper%2F&secure%5Burl_type%5D=linkedin_company_website) 383 funcionários no LinkedIn® #### Who Uses This Product? - **Who Uses This:** Engenheiro de DevOps, Diretor de Tecnologia - **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços - **Company Size:** 65% Medium, 24% Small #### What Do G2 Reviewers Say About CloudKeeper? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários elogiam o **suporte ao cliente responsivo** do CloudKeeper, destacando a assistência oportuna e eficaz durante problemas críticos. - Os usuários apreciam o **suporte responsivo e a orientação especializada** do CloudKeeper durante incidentes de segurança e gestão de custos. - Os usuários apreciam os **recursos colaborativos** do CloudKeeper, facilitando a otimização eficaz de custos na nuvem entre equipes. - Os usuários apreciam as **insights de economia de custos** do CloudKeeper, reduzindo significativamente as despesas com a nuvem e melhorando o controle do orçamento. - Os usuários valorizam os **insights detalhados** do CloudKeeper, otimizando custos e melhorando a gestão do orçamento sem esforço. ##### Cons - Os usuários observam as **funcionalidades ausentes** como a marcação de recursos e APIs, limitando as capacidades de personalização e automação. - Os usuários enfrentam **complexidade na implementação** , tornando a integração desafiadora e as ações mais lentas devido à dependência de ajustes internos. - Os usuários acham que as **limitações do AWS** com o CloudKeeper restringem a flexibilidade e complicam o gerenciamento de seu ambiente AWS. - Os usuários observam que **os insights de gestão de custos** no CloudKeeper são pouco claros, levando a atrasos no acompanhamento de despesas e ineficiências. - Os usuários acham o **processo de configuração difícil** no CloudKeeper desafiador, especialmente com visualizações personalizadas e integrações. #### What Are Recent G2 Reviews of CloudKeeper? **["Revisar"](https://www.g2.com/pt/survey_responses/cloudkeeper-review-8446752)** **Rating:** 4.5/5.0 stars _— Dhirendra K._ [Read full review](https://www.g2.com/pt/survey_responses/cloudkeeper-review-8446752) **["Visibilidade de Nuvem Excelente e Controle de Custos Facilitado"](https://www.g2.com/pt/survey_responses/cloudkeeper-review-12980640)** **Rating:** 4.5/5.0 stars _— Sachin B._ [Read full review](https://www.g2.com/pt/survey_responses/cloudkeeper-review-12980640) #### What Are G2 Users Discussing About CloudKeeper? - [What do you recommend for organizations considering CloudKeeper for cloud cost optimization?](https://www.g2.com/pt/discussions/what-do-you-recommend-for-organizations-considering-cloudkeeper-for-cloud-cost-optimization) - 1 comment ### [AWS Compute Optimizer](https://www.g2.com/pt/products/aws-compute-optimizer/reviews) O AWS Compute Optimizer é um serviço que utiliza aprendizado de máquina para analisar a configuração e as métricas de utilização dos seus recursos AWS, como instâncias Amazon EC2, volumes Amazon EBS, funções AWS Lambda e serviços Amazon ECS no Fargate. Ele fornece recomendações acionáveis para ajudar a dimensionar corretamente seus recursos, melhorando o desempenho e reduzindo custos em até 25%. Ao avaliar os padrões de carga de trabalho, o Compute Optimizer identifica recursos subdimensionados ou superdimensionados e sugere configurações ideais para atender aos seus requisitos de desempenho e capacidade. Principais Características e Funcionalidades: - Recomendações de Dimensionamento: Oferece sugestões personalizadas para ajustar o tamanho dos recursos com base nas suas preferências específicas de carga de trabalho, garantindo desempenho ideal e eficiência de custos. - Resolução de Problemas de Desempenho: Identifica recursos subdimensionados e fornece recomendações para resolver possíveis gargalos de desempenho. - Economia Aumentada com Métricas de Memória: Ao habilitar métricas do Amazon CloudWatch, o Compute Optimizer aumenta a visibilidade da utilização de memória, levando a recomendações mais precisas e potenciais economias de custo. - Otimização de Licenças: Fornece recomendações automatizadas para otimizar os custos de licenciamento de software comercial, como o Microsoft SQL Server, sugerindo opções de licenciamento apropriadas. - Gestão de Recursos Ociosos: Detecta e recomenda a limpeza de recursos não utilizados, ajudando a reduzir gastos desnecessários na nuvem. Valor Principal e Problema Resolvido: O AWS Compute Optimizer aborda o desafio de equilibrar desempenho e custo na gestão de recursos em nuvem. Ao analisar dados históricos de utilização e aplicar algoritmos de aprendizado de máquina, ele oferece recomendações personalizadas que ajudam os usuários a: - Reduzir Custos: Identificar e eliminar recursos superdimensionados, levando a economias significativas de custo. - Melhorar o Desempenho: Resolver problemas de desempenho dimensionando corretamente recursos subdimensionados para atender às demandas de carga de trabalho. - Simplificar a Gestão de Recursos: Automatizar a análise da utilização de recursos, reduzindo a necessidade de monitoramento e ajustes manuais. Em essência, o AWS Compute Optimizer capacita os usuários a tomar decisões informadas sobre as configurações de seus recursos AWS, garantindo desempenho ideal enquanto minimiza os custos. **Average Rating:** 4.4/5.0 **Total Reviews:** 17 #### How Do G2 Users Rate AWS Compute Optimizer? - **Otimização da nuvem:** 9.2/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 9.0/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.9/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 9.4/10 (Category avg: 9.0/10) #### Who Is the Company Behind AWS Compute Optimizer? - **Vendedor:** [Amazon Web Services (AWS)](https://www.g2.com/pt/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd) - **Ano de Fundação:** 2006 - **Localização da Sede:** Seattle, WA - **Twitter:** @awscloud 2,232,483 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=072881eee28a2afe24f8d1bda9f20e3e146b9fb4b214f216411ce2ed6898b31e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famazon-web-services%2F&secure%5Burl_type%5D=linkedin_company_website) 147,094 funcionários no LinkedIn® - **Propriedade:** NASDAQ: AMZN #### Who Uses This Product? - **Company Size:** 47% Small, 35% Medium #### What Do G2 Reviewers Say About AWS Compute Optimizer? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários acham o **painel intuitivo** do AWS Compute Optimizer direto, simplificando o entendimento e a implementação das recomendações. - Os usuários acham que o AWS Compute Optimizer tem uma **interface intuitiva** , tornando fácil entender e implementar recomendações. - Os usuários acham as **recomendações visualizadas** muito fáceis de entender e agir, melhorando significativamente sua experiência. #### What Are Recent G2 Reviews of AWS Compute Optimizer? **["Recomendações Claras e Ações para uma Otimização Mais Inteligente dos Recursos da AWS"](https://www.g2.com/pt/survey_responses/aws-compute-optimizer-review-12934181)** **Rating:** 4.5/5.0 stars _— Atharva P._ [Read full review](https://www.g2.com/pt/survey_responses/aws-compute-optimizer-review-12934181) **["AWS através dos meus olhos"](https://www.g2.com/pt/survey_responses/aws-compute-optimizer-review-10520148)** **Rating:** 4.5/5.0 stars _— Abishek M._ [Read full review](https://www.g2.com/pt/survey_responses/aws-compute-optimizer-review-10520148) ### [Rubrik](https://www.g2.com/pt/products/rubrik/reviews) A Rubrik é a principal empresa de resiliência cibernética e proteção de dados com a missão de proteger os dados do mundo. A Rubrik foi pioneira em Segurança de Dados Zero TrustTM para ajudar as organizações a alcançarem resiliência empresarial contra ciberataques, insiders maliciosos e interrupções operacionais. A Rubrik Security Cloud, construída com um design de Zero Trust e alimentada por aprendizado de máquina, oferece resiliência cibernética completa em uma única plataforma para empresas, nuvem e SaaS. A plataforma da Rubrik automatiza o gerenciamento e a aplicação de políticas de dados, protege dados sensíveis, oferece análises e respostas a ameaças de dados, e orquestra uma rápida recuperação cibernética e operacional. **Average Rating:** 4.6/5.0 **Total Reviews:** 276 #### How Do G2 Users Rate Rubrik? - **Otimização da nuvem:** 9.0/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 9.0/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.8/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 8.5/10 (Category avg: 9.0/10) #### Who Is the Company Behind Rubrik? - **Vendedor:** [Rubrik](https://www.g2.com/pt/sellers/rubrik) - **Website da Empresa:** www.rubrik.com - **Ano de Fundação:** 2014 - **Localização da Sede:** Palo Alto, California - **Twitter:** @rubrikInc 44,021 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62c2fafa7bcff10fab6b5074fb81b0b19d99e38b217b5c2e1605adbbdb7da7ff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4840301%2F&secure%5Burl_type%5D=linkedin_company_website) 5,110 funcionários no LinkedIn® #### Who Uses This Product? - **Who Uses This:** Administrador de Sistemas - **Top Industries:** Tecnologia da Informação e Serviços, Hospital e Cuidados de Saúde - **Company Size:** 48% Large, 33% Medium #### What Do G2 Reviewers Say About Rubrik? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários acham que a **facilidade de uso** e a configuração intuitiva do Rubrik simplificam significativamente o gerenciamento de backup e recuperação. - Os usuários valorizam como as soluções de backup da Rubrik proporcionam **facilidade de implementação** e gestão eficiente sem impactar as aplicações. - Os usuários apreciam a **confiabilidade** do Rubrik, garantindo backups confiáveis e proteção de dados robusta com facilidade de uso. - Os usuários apreciam a **eficiência de backup** do Rubrik, permitindo uma proteção contínua de servidores e bancos de dados com impacto mínimo. - Os usuários adoram a **interface amigável** da Rubrik, tornando os processos de navegação e recuperação eficientes e diretos. ##### Cons - Os usuários acham a Rubrik **cara** , mas reconhecem que seu valor muitas vezes justifica o alto custo. - Os usuários acham que os **recursos limitados** do Rubrik restringem suas capacidades de backup e relatórios, impactando a funcionalidade geral. - Os usuários acham a **complexidade dos recursos avançados** e as integrações com os dados do Microsoft 365 um tanto avassaladoras e complicadas. - Os usuários encontram **recursos ausentes** como suporte limitado a banco de dados e opções de busca inadequadas no Rubrik, prejudicando a funcionalidade. - Os usuários expressam preocupação com a **gestão de custos** da Rubrik, especialmente durante os processos de renovação anual. #### What Are Recent G2 Reviews of Rubrik? **["Backup confiável e sem uso das mãos que realmente lhe dá tranquilidade"](https://www.g2.com/pt/survey_responses/rubrik-review-13070838)** **Rating:** 5.0/5.0 stars _— Shalu G._ [Read full review](https://www.g2.com/pt/survey_responses/rubrik-review-13070838) **["Avaliando o Rubrik para Proteção de Dados Empresariais"](https://www.g2.com/pt/survey_responses/rubrik-review-13103366)** **Rating:** 4.5/5.0 stars _— Rayanne A._ [Read full review](https://www.g2.com/pt/survey_responses/rubrik-review-13103366) #### What Are G2 Users Discussing About Rubrik? - [What operating system does rubrik use?](https://www.g2.com/pt/discussions/what-operating-system-does-rubrik-use) - [How is rubrik different?](https://www.g2.com/pt/discussions/how-is-rubrik-different) - [What makes rubrik unique?](https://www.g2.com/pt/discussions/what-makes-rubrik-unique) - [What is rubrik used for?](https://www.g2.com/pt/discussions/what-is-rubrik-used-for) ### [Cloudshot](https://www.g2.com/pt/products/cloudshot/reviews) Cloudshot é uma plataforma de gerenciamento visual de nuvem patenteada que ajuda empresas a obter visibilidade completa, governança e controle sobre seus gastos com nuvem e TI. Projetado para organizações que operam em ambientes complexos, o Cloudshot oferece visibilidade de gerenciamento multi-nuvem em AWS, Azure, GCP e configurações híbridas através de uma abordagem intuitiva e visual. Ao contrário das ferramentas tradicionais que dependem de dados brutos, scripts ou painéis fragmentados, o Cloudshot representa os ambientes de nuvem visualmente, permitindo que as equipes compreendam a arquitetura, dependências, riscos e custos de relance. Isso reduz a complexidade operacional e acelera a tomada de decisões entre as equipes de engenharia, segurança e finanças. O Cloudshot reúne DevOps, SecOps, FinOps e Sustentabilidade sob um único guarda-chuva. As equipes de DevOps se beneficiam de uma compreensão mais rápida do ambiente e insights de infraestrutura, as equipes de SecOps ganham visibilidade contínua da postura de segurança e desvios, e as equipes de FinOps recebem dados precisos de custo e otimização prontos para alocação. A sustentabilidade é incorporada nativamente na plataforma, ajudando as organizações a otimizar custos enquanto reduzem o impacto ambiental. O Cloudshot está alinhado de perto com o framework da FinOps Foundation e é uma ferramenta oficialmente compatível com FOCUS, apoiando a Especificação Aberta de Custo e Uso da FinOps (FOCUS). Isso garante dados de custo e uso padronizados, portáteis e agnósticos de provedores em plataformas de nuvem, permitindo que as empresas escalem práticas de FinOps com confiança e consistência. Além da infraestrutura de nuvem, o Cloudshot fornece um painel unificado de gastos de TI que consolida custos multi-nuvem, uso de mercado de nuvem, gastos com SaaS e serviços de TI compartilhados em uma única visão consistente. Isso permite que as equipes de liderança compreendam o verdadeiro gasto em tecnologia, melhorem a responsabilidade e alinhem os investimentos em TI com os resultados de negócios. Os clientes empresariais que usam o Cloudshot geralmente alcançam economias de 10% a 35% em seus gastos com nuvem através de otimização contínua, eliminação de desperdícios e governança aprimorada. Combinando tecnologia patenteada, gerenciamento visual de nuvem e visibilidade de gastos alinhada ao FOCUS, o Cloudshot permite que as empresas passem do controle de custos reativo para o gerenciamento estratégico e proativo de seu ecossistema de TI. **Average Rating:** 4.9/5.0 **Total Reviews:** 60 #### How Do G2 Users Rate Cloudshot? - **Otimização da nuvem:** 10.0/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 10.0/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 9.4/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 10.0/10 (Category avg: 9.0/10) #### Who Is the Company Behind Cloudshot? - **Vendedor:** [Cloudshot](https://www.g2.com/pt/sellers/cloudshot) - **Ano de Fundação:** 2023 - **Localização da Sede:** Pune, IN - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=38b1b50f271cf43c9290b363958abe84b34d3083e38adebf8f218c99bf32bedd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudshot-io%2F&secure%5Burl_type%5D=linkedin_company_website) 4 funcionários no LinkedIn® #### Who Uses This Product? - **Who Uses This:** Arquiteto de Nuvem, MD - **Top Industries:** Tecnologia da Informação e Serviços - **Company Size:** 135% Large, 23% Medium #### What Do G2 Reviewers Say About Cloudshot? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários adoram o **suporte multi-nuvem** do Cloudshot, que melhora a gestão e a visibilidade nos ambientes AWS, Azure e Google Cloud. - Os usuários adoram a **facilidade de uso** do Cloudshot, achando-o simples para todos os membros da equipe acompanharem os gastos com a nuvem. - Os usuários elogiam a **gestão de nuvem amigável** do Cloudshot, tornando fácil para os novatos começarem a gerenciar seus recursos. - Os usuários adoram a **configuração intuitiva e o recurso de diagrama ao vivo** do Cloudshot, melhorando dramaticamente sua experiência de gerenciamento de nuvem. - Os usuários apreciam os recursos de **otimização de custos** do Cloudshot, tornando o orçamento e os reembolsos claros e eficientes. ##### Cons - Os usuários sentem que as **funcionalidades ausentes** no Cloudshot limitam seu potencial de funcionalidade e integração. - Os usuários acham a **curva de aprendizado difícil** desafiadora, pois novos usuários podem precisar de tempo para compreender totalmente os recursos do Cloudshot. - Os usuários enfrentam uma **curva de aprendizado acentuada** com o Cloudshot, exigindo tempo para compreender totalmente seus recursos extensos. - Os usuários acham a **configuração complexa** do Cloudshot desafiadora, exigindo um esforço significativo para integrar aos fluxos de trabalho existentes. - Os usuários acham a **configuração difícil** do Cloudshot desafiadora, exigindo um esforço significativo para personalizar fluxos de trabalho e políticas. #### What Are Recent G2 Reviews of Cloudshot? **["Fácil de usar, visualizações em múltiplas nuvens e recursos operacionais."](https://www.g2.com/pt/survey_responses/cloudshot-review-10695935)** **Rating:** 5.0/5.0 stars _— Pratik K._ [Read full review](https://www.g2.com/pt/survey_responses/cloudshot-review-10695935) **["Ótima ferramenta, altamente recomendada"](https://www.g2.com/pt/survey_responses/cloudshot-review-10747822)** **Rating:** 5.0/5.0 stars _— Natasha B._ [Read full review](https://www.g2.com/pt/survey_responses/cloudshot-review-10747822) ### [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) IBM Turbonomic, now part of the Concert platform, is a real-time application resource management platform designed to help users optimize and manage resources across hybrid and multi-cloud environments. This innovative solution continuously analyzes application performance and resource utilization, automating critical resourcing decisions to ensure optimal application performance while minimizing costs associated with cloud and infrastructure resources. IBM Turbonomic addresses the challenges of managing complex, dynamic environments. As organizations increasingly adopt hybrid and multi-cloud strategies, the need for effective resource management becomes paramount. Turbonomic provides a comprehensive approach to performance management by analyzing the entire technology stack, identifying inefficiencies, and uncovering dependencies that can impact application performance. This proactive management capability allows organizations to maintain high service levels while controlling costs. One of the key features of IBM Turbonomic is its ability to continuously adjust application resources in real time. By monitoring resource utilization and application performance, Turbonomic prevents performance degradation and overprovisioning. This dynamic adjustment ensures that applications receive the necessary resources when needed, which is crucial for maintaining optimal performance levels. Additionally, the platform automates resource decisions such as scaling and placement, allowing organizations to focus on strategic initiatives rather than manual resource management tasks. Turbonomic customers report an average 33% reduction in cloud and infrastructure waste without impacting application performance, and return-on-investment of 471% over three years. IBM Turbonomic is also available on AWS Marketplace. By leveraging Turbonomic, businesses can ensure that their applications run smoothly, resources are utilized effectively, and costs are kept in check, all while maintaining a focus on innovation and growth. For further information, please visit www.ibm.com/products/turbonomic **Average Rating:** 4.4/5.0 **Total Reviews:** 288 #### How Do G2 Users Rate IBM Turbonomic? - **Cloud Optimization:** 8.5/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.5/10 (Category avg: 8.8/10) - **Quality of Support:** 8.9/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.8/10 (Category avg: 9.0/10) #### Who Is the Company Behind IBM Turbonomic? - **Seller:** [IBM](https://www.g2.com/sellers/ibm) - **Company Website:** www.ibm.com - **Year Founded:** 1911 - **HQ Location:** Armonk, New York, United States - **Twitter:** @IBMSecurity 74,660 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14b544adaece4fdbc987f1d7f7028048c22259946811200cc751263825586af9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1009%2F&secure%5Burl_type%5D=linkedin_company_website) 328,202 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, System Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 43% Large, 32% Medium #### What Do G2 Reviewers Say About IBM Turbonomic? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **cost optimization** achieved by IBM Turbonomic, benefiting from improved resource management and reduced expenses. - Users appreciate the **ease of use** of IBM Turbonomic, making resource management and workload analysis straightforward and efficient. - Users admire the **impressive automation** of IBM Turbonomic, effectively managing resources and enhancing performance without manual intervention. - Users value the **automated resource optimization** of IBM Turbonomic, enhancing performance and simplifying resource management efforts. - Users value the **real-time monitoring** of Turbonomic for its actionable insights that enhance performance and reliability. ##### Cons - Users face a **steep learning curve** with IBM Turbonomic, making initial setup and configuration challenging for newcomers. - Users struggle with a **steep learning curve** for IBM Turbonomic, requiring time and effort to understand its complexities. - Users face a **complex configuration** process that hinders quick onboarding and a seamless experience with IBM Turbonomic. - Users face a significant **learning curve** with IBM Turbonomic, requiring time and patience for effective use. - Users find the **difficult setup** of IBM Turbonomic challenging, requiring significant time and effort to understand and configure. #### What Are Recent G2 Reviews of IBM Turbonomic? **["Advanced Infrastructure Optimizer with challenging configuration requirements."](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189)** **Rating:** 4.0/5.0 stars _— Pardeep J._ [Read full review](https://www.g2.com/survey_responses/ibm-turbonomic-review-12821189) **["Smarter Resource Optimization with Real-Time Automation"](https://www.g2.com/survey_responses/ibm-turbonomic-review-12380847)** **Rating:** 5.0/5.0 stars _— Bishal D._ [Read full review](https://www.g2.com/survey_responses/ibm-turbonomic-review-12380847) #### What Are G2 Users Discussing About IBM Turbonomic? - [How much does Turbonomic cost?](https://www.g2.com/discussions/how-much-does-turbonomic-cost) - [Who uses Turbonomic?](https://www.g2.com/discussions/who-uses-turbonomic) - [What is Turbonomic IBM?](https://www.g2.com/discussions/what-is-turbonomic-ibm) - [What is Turbonomic used for?](https://www.g2.com/discussions/what-is-turbonomic-used-for) ### [DoiT Cloud Intelligence](https://www.g2.com/pt/products/doit-cloud-intelligence/reviews) A DoiT Cloud Intelligence é a única plataforma FinOps consciente de intenções que vai além da otimização de custos para impulsionar a confiabilidade, o desempenho e a segurança – transformando infinitas "boas ideias" em soluções reais e implementadas em escala – garantindo que as equipes tenham 10 vezes mais chances de alcançar resultados de negócios do que com qualquer outra solução. **Average Rating:** 4.4/5.0 **Total Reviews:** 78 #### How Do G2 Users Rate DoiT Cloud Intelligence? - **Otimização da nuvem:** 8.1/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 6.8/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 8.8/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 7.4/10 (Category avg: 9.0/10) #### Who Is the Company Behind DoiT Cloud Intelligence? - **Vendedor:** [DoiT](https://www.g2.com/pt/sellers/doit-84d96d0d-c750-46ed-8237-80c355abe4f0) - **Ano de Fundação:** 2011 - **Localização da Sede:** Santa Clara, US - **Twitter:** @doitint 810 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9031e38ad217e31fc0be57af78e1e8a44cad4bba6d06c5bd5d91f438286a00bd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdoitintl%2F&secure%5Burl_type%5D=linkedin_company_website) 710 funcionários no LinkedIn® #### Who Uses This Product? - **Top Industries:** Software de Computador, Tecnologia da Informação e Serviços - **Company Size:** 57% Medium, 41% Small #### What Do G2 Reviewers Say About DoiT Cloud Intelligence? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários elogiam o **suporte ao cliente responsivo** da DoiT Cloud Intelligence, melhorando significativamente sua experiência de gerenciamento de nuvem. - Os usuários apreciam a **transparência e a capacidade de gerenciamento** do DoiT Cloud Intelligence, beneficiando-se de suporte excepcional e insights de otimização de custos. - Os usuários apreciam a **expertise e o suporte proativo** da equipe da DoiT, melhorando sua experiência na nuvem e gestão de custos. - Os usuários valorizam a DoiT Cloud Intelligence por sua **gestão de custos transparente** , capacitando uma supervisão financeira eficaz e otimização. - Os usuários acham o DoiT Cloud Intelligence **muito fácil de usar** , apreciando sua facilidade de navegação e visão clara dos gastos. ##### Cons - Os usuários expressam preocupações sobre **gestão de custos e limitações de suporte** , sentindo-se chateados pela falta de assistência humana direta. - Os usuários estão frustrados com as **taxas de escalonamento caras** para tickets de suporte dentro do DoiT Cloud Intelligence. - Os usuários acham a **faturação um pouco complicada** , o que pode levar a confusão durante o uso do DoiT Cloud Intelligence. - Os usuários acham a **complexidade do sistema** desafiadora, muitas vezes exigindo meses para entender até mesmo funcionalidades básicas. - Os usuários acham a **curva de aprendizado difícil** do DoiT Cloud Intelligence desafiadora, levando meses para dominar funções básicas. #### What Are Recent G2 Reviews of DoiT Cloud Intelligence? **["Parceiros confiáveis e conhecedores"](https://www.g2.com/pt/survey_responses/doit-cloud-intelligence-review-11700833)** **Rating:** 5.0/5.0 stars _— James Y._ [Read full review](https://www.g2.com/pt/survey_responses/doit-cloud-intelligence-review-11700833) **["Parceiro de Nuvem Confiável com valiosas capacidades de inteligência em nuvem"](https://www.g2.com/pt/survey_responses/doit-cloud-intelligence-review-11703707)** **Rating:** 5.0/5.0 stars _— Martin L._ [Read full review](https://www.g2.com/pt/survey_responses/doit-cloud-intelligence-review-11703707) ### [PointFive](https://www.g2.com/pt/products/pointfive-2024-08-28/reviews) PointFive Redefine a Eficiência da IA e da Nuvem com um SO que Abrange Nuvem e Agentes de Codificação. **Average Rating:** 4.9/5.0 **Total Reviews:** 32 #### How Do G2 Users Rate PointFive? - **Otimização da nuvem:** 9.4/10 (Category avg: 9.1/10) - **Orquestração de Nuvem:** 7.5/10 (Category avg: 8.8/10) - **Qualidade do Suporte:** 9.8/10 (Category avg: 9.1/10) - **Gerenciamento de recursos de nuvem:** 8.6/10 (Category avg: 9.0/10) #### Who Is the Company Behind PointFive? - **Vendedor:** [PointFive](https://www.g2.com/pt/sellers/pointfive) - **Ano de Fundação:** 2023 - **Localização da Sede:** New York City, US - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c8ab4d99af81214c9732327787fd104742a35150c5ca13e9a0843b168d9e7f27&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpointfive-us%2F&secure%5Burl_type%5D=linkedin_company_website) 128 funcionários no LinkedIn® #### Who Uses This Product? - **Top Industries:** Serviços Financeiros, Software de Computador - **Company Size:** 53% Large, 38% Medium #### What Do G2 Reviewers Say About PointFive? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários valorizam a **poderosa interface do usuário** e as conexões de dados perspicazes que aprimoram a otimização de custos em nuvem e a gestão de fluxo de trabalho. - Os usuários descobrem que o PointFive oferece **economia de custos** significativa por meio de conexões de dados perspicazes e dashboards poderosos. - Os usuários acham a **facilidade de uso** do PointFive notável, com uma interface intuitiva que simplifica a navegação em dados complexos. - Os usuários valorizam os recursos de **redução de custos que economizam tempo** do PointFive, tornando a gestão financeira mais eficiente e direta. - Os usuários apreciam os **recursos de economia de custos** do PointFive, tornando mais fácil identificar e agir sobre oportunidades de economia. ##### Cons - Os usuários acham a **interface do usuário confusa** e sugerem melhorias para as opções de filtragem e a usabilidade geral. - Os usuários acham a **interface do usuário confusa** , o que complica a experiência com a linguagem de consulta avançada do PointFive. - Os usuários acham a **interface difícil e complicada** , impactando a usabilidade e a experiência geral com o PointFive. - Os usuários acham que **relatórios inadequados** limitam a gestão eficaz de compromissos, levando a uma experiência de plataforma FinOps menos abrangente. - Os usuários consideram a **documentação insuficiente** uma barreira para aproveitar totalmente os recursos avançados e as capacidades de gestão do PointFive. #### What Are Recent G2 Reviews of PointFive? **["Capacita a Visibilidade de Custos, Precisa de Polimento na UI"](https://www.g2.com/pt/survey_responses/pointfive-review-12352857)** **Rating:** 5.0/5.0 stars _— Darcy A._ [Read full review](https://www.g2.com/pt/survey_responses/pointfive-review-12352857) **["Insights poderosos e conectados para economia, inventário e fluxo de trabalho"](https://www.g2.com/pt/survey_responses/pointfive-review-12371466)** **Rating:** 4.5/5.0 stars _— Vijay Kumar V._ [Read full review](https://www.g2.com/pt/survey_responses/pointfive-review-12371466) ### [Google Cloud Trace](https://www.g2.com/pt/products/google-cloud-trace/reviews) Encontre gargalos de desempenho em produção **Average Rating:** 4.3/5.0 **Total Reviews:** 65 #### How Do G2 Users Rate Google Cloud Trace? - **Otimização da nuvem:** 10.0/10 (Category avg: 9.1/10) - **Qualidade do Suporte:** 8.1/10 (Category avg: 9.1/10) #### Who Is the Company Behind Google Cloud Trace? - **Vendedor:** [Google](https://www.g2.com/pt/sellers/google) - **Ano de Fundação:** 1998 - **Localização da Sede:** Mountain View, CA - **Twitter:** @google 31,899,995 seguidores no Twitter - **Página do LinkedIn®:** [www.linkedin.com](https://www.g2.com/pt/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fe4a5936665c9702418dd53c477fef5a7baea08078bb117ed67e966fc581b9ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1441%2F&secure%5Burl_type%5D=linkedin_company_website) 341,888 funcionários no LinkedIn® - **Propriedade:** NASDAQ:GOOG #### Who Uses This Product? - **Who Uses This:** Engenheiro de Software - **Top Industries:** Tecnologia da Informação e Serviços, Software de Computador - **Company Size:** 37% Small, 34% Medium #### What Do G2 Reviewers Say About Google Cloud Trace? _AI-generated summary from verified user reviews_ ##### Pros - Os usuários apreciam o **excelente suporte ao cliente** do Google Cloud Trace, melhorando sua experiência com a resolução eficiente de problemas. - Os usuários apreciam a **facilidade de uso** do Google Cloud Trace, achando-o amigável e versátil para várias tarefas. - Os usuários valorizam o **fácil acesso** a uma plataforma versátil que simplifica a integração e aumenta a produtividade em todos os serviços. - Os usuários destacam a **facilidade de uso e os recursos extensivos** do Google Cloud Trace, aumentando a produtividade e a integração. - Os usuários acham a **implementação fácil** , apreciando a interface amigável e a documentação de alto nível para uso eficaz. #### What Are Recent G2 Reviews of Google Cloud Trace? **["Minha avaliação do Google Cloud Trace!!!"](https://www.g2.com/pt/survey_responses/google-cloud-trace-review-8288644)** **Rating:** 4.0/5.0 stars _— Ashish S._ [Read full review](https://www.g2.com/pt/survey_responses/google-cloud-trace-review-8288644) **["Revisão do Produto Google Cloud"](https://www.g2.com/pt/survey_responses/google-cloud-trace-review-11070510)** **Rating:** 5.0/5.0 stars _— Opeyemi O._ [Read full review](https://www.g2.com/pt/survey_responses/google-cloud-trace-review-11070510) #### What Are G2 Users Discussing About Google Cloud Trace? - [What is the features of Google cloud?](https://www.g2.com/pt/discussions/google-cloud-trace-what-is-the-features-of-google-cloud) - [O que é rastreamento no Google?](https://www.g2.com/pt/discussions/what-is-tracing-in-google) - 1 comment, 1 upvote - [Which GCP products are integrated into Google Cloud trace?](https://www.g2.com/pt/discussions/which-gcp-products-are-integrated-into-google-cloud-trace) - [Como funciona o Google Cloud Trace?](https://www.g2.com/pt/discussions/how-does-google-cloud-trace-work) - 1 comment, 1 upvote ### [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) IBM Cloudability is built to support the organizational adoption of FinOps—the cultural practice and operational process of bringing financial accountability to the scalable, variable, and distributed nature of cloud and related costs. Its enterprise-grade FinOps features enable IT, finance, and business teams to optimize cloud, AI and Kubernetes costs and communicate the business value of these investments. Cloudability normalizes and structures billing and usage data from across public cloud ecosystems. Its robust set of capabilities enable teams to: • Fully allocate cloud spend, including containers and AI related costs, and support charges—enabling chargeback across the business and continuous improvements to cloud unit economics • Estimate workload costs, build budgets and create driver-based forecasts that surface variance details while tracking spend to plan • Automatically optimize cloud costs via industry-leading rightsizing and commitment recommendations, allowing you to reduce operating expenses and fund future innovation investments • Make decisions with speed and confidence, powered by team ownership of cloud spend • Allocate shared costs, like specialized technology, labor and vendors, to extend FinOps and accountability to the total cost of running cloud • Support FinOps organizations in Federal agencies via FedRAMP authorized IBM Cloudability for US Federal • Enable Managed Services Providers to ingest, structure, and customize billing data via IBM Cloudability MSP Cloudability enables practitioners with the capabilities they need to drive FinOps forward— with financial accountability, optimized cloud spend and a roadmap for FinOps maturity. With over 10 years of accumulated expertise and innovation, Cloudability is the category pioneer and market leader dedicated to helping you excel at FinOps. **Average Rating:** 4.2/5.0 **Total Reviews:** 202 #### How Do G2 Users Rate IBM Cloudability? - **Cloud Optimization:** 8.7/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 9.0/10 (Category avg: 8.8/10) - **Quality of Support:** 8.2/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.9/10 (Category avg: 9.0/10) #### Who Is the Company Behind IBM Cloudability? - **Seller:** [Apptio, an IBM Company](https://www.g2.com/sellers/apptio-an-ibm-company) - **Company Website:** www.apptio.com - **Year Founded:** 1996 - **HQ Location:** Bellevue, WA - **Twitter:** @Apptio 9,662 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1eb96595a20d7a25bffe1aafb247c6ba8f7736fdc37e3f26d0f035642254f629&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fapptio%2F&secure%5Burl_type%5D=linkedin_company_website) 1,280 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Information Technology and Services, Financial Services - **Company Size:** 62% Large, 20% Medium #### What Do G2 Reviewers Say About IBM Cloudability? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of IBM Cloudability, enhancing efficiency in dashboard creation and collaboration. - Users value the **cost visibility** provided by IBM Cloudability, enhancing accountability and simplifying multi-cloud financial management. - Users value the **strong chargeback/showback capabilities** of IBM Cloudability, enhancing accountability and cost management efficiency. - Users value the **efficient reporting capabilities** of IBM Cloudability, enhancing insights and decision-making on cloud spending. - Users value the **cost visibility** Cloudability provides, enhancing accountability and simplifying multi-cloud expense management. ##### Cons - Users find the **rightsizing recommendations lacking** in IBM Cloudability, missing crucial data for comprehensive cost analysis. - Users find the **cost management features inadequate** , lacking comprehensive data and sophisticated allocation options for effective analysis. - Users find the **complexity of IBM Cloudability** can hinder analysis and create a less than smooth experience. - Users find **inadequate reporting** challenging, as it's hard to identify resources and pull data effectively. - Users face **integration issues** with IBM Cloudability, limiting its effectiveness with non-AWS services like Azure. #### What Are Recent G2 Reviews of IBM Cloudability? **["Effective for Cloud Cost Optimization, Minor Hurdles"](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260)** **Rating:** 4.0/5.0 stars _— anirban c._ [Read full review](https://www.g2.com/survey_responses/ibm-cloudability-review-12693260) **["Granular Visibility and Ease of Use, But Setup Can Improve"](https://www.g2.com/survey_responses/ibm-cloudability-review-12656524)** **Rating:** 4.0/5.0 stars _— Raghav M._ [Read full review](https://www.g2.com/survey_responses/ibm-cloudability-review-12656524) #### What Are G2 Users Discussing About IBM Cloudability? - [What do you like most about Apptio Cloudability for cloud cost management, and what could be improved?](https://www.g2.com/discussions/what-do-you-like-most-about-apptio-cloudability-for-cloud-cost-management-and-what-could-be-improved) - [What is Apptio Cloudability used for?](https://www.g2.com/discussions/what-is-apptio-cloudability-used-for) ### [Hyperglance](https://www.g2.com/products/hyperglance/reviews) Hyperglance helps cloud, FinOps, platform, and security teams understand what is running across AWS, Azure, Google Cloud, Kubernetes, AWS GovCloud, and Azure Government. Instead of looking at cost, ownership, architecture, and risk in separate tools, teams can use Hyperglance to connect them in one place. See what each resource supports, who owns it, what it costs, how it connects to the rest of your environment, and whether it needs attention. Hyperglance is built for complex cloud estates where visibility alone isn’t enough. It helps teams find waste, improve tagging, understand cost allocation, investigate risk, and decide what can safely change before action is taken. Because Hyperglance is self-hosted, teams keep control over deployment, data handling, and access. That makes it a strong fit for mid-market, enterprise, public sector, regulated, and MSP environments where cloud governance, security, and accountability matter. Use Hyperglance to: 🔷 See cloud resources and relationships across AWS, Azure, Google Cloud, Kubernetes, GovCloud, and Azure Government 🔷 Connect cloud cost to ownership, architecture, risk, and action 🔷 Find unused, underused, untagged, and misconfigured resources 🔷 Support FinOps, cloud governance, showback, chargeback, and cost allocation 🔷 Give architects, engineers, FinOps teams, and leaders a shared view of the estate 🔷 Run cloud management tooling in your own environment Hyperglance helps teams move from “What is this costing us?” to “Who owns it, what does it support, and what should we do next?” **Average Rating:** 4.5/5.0 **Total Reviews:** 79 #### How Do G2 Users Rate Hyperglance? - **Cloud Optimization:** 9.0/10 (Category avg: 9.1/10) - **Cloud Orchestration:** 8.7/10 (Category avg: 8.8/10) - **Quality of Support:** 8.9/10 (Category avg: 9.1/10) - **Cloud Resource Management:** 8.9/10 (Category avg: 9.0/10) #### Who Is the Company Behind Hyperglance? - **Seller:** [Hyperglance Ltd.](https://www.g2.com/sellers/hyperglance-ltd) - **Year Founded:** 2011 - **HQ Location:** London, UK - **Twitter:** @hyperglance 326 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=441381a34cd3b93656f640f02d713d4dce558d6526b8cf86a57a8c958f5e6105&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhyperglance%2F&secure%5Burl_type%5D=linkedin_company_website) 10 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** DevOps Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 44% Small, 37% Medium #### What Do G2 Reviewers Say About Hyperglance? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **clear visibility of resources** in Hyperglance, appreciating its user-friendly interface for cloud management. - Users value the **automated, real-time architecture diagrams** of Hyperglance, enhancing visibility and simplifying complex cloud environments. - Users value the **real-time visibility** of Hyperglance, enhancing understanding and efficiency in cloud management tasks. - Users value the **clear visualization** of Hyperglance, greatly enhancing their understanding of complex cloud environments. - Users value the **real-time monitoring** capabilities of Hyperglance, enhancing visualization and infrastructure tracking effortlessly. ##### Cons - Users find Hyperglance **expensive** , especially for small to mid-sized businesses with limited budgets. - Users find the **interface overwhelming** initially, creating a steep learning curve for new users navigating the features. - Users find the **initial complexity** of Hyperglance overwhelming, especially for new users and smaller teams. - Users report **slow performance** when handling large data sets, leading to inefficiencies in their experience with Hyperglance. - Users find **pricing issues** with Hyperglance, making it less accessible for small to mid-sized businesses. #### What Are Recent G2 Reviews of Hyperglance? **["Transforms Cloud Operations with Real-Time Visibility and Simplicity"](https://www.g2.com/survey_responses/hyperglance-review-12184601)** **Rating:** 5.0/5.0 stars _— Leela Sai Krishna B._ [Read full review](https://www.g2.com/survey_responses/hyperglance-review-12184601) **["Real-Time Cloud Topology Diagrams and Continuous Misconfiguration Detection"](https://www.g2.com/survey_responses/hyperglance-review-13092910)** **Rating:** 4.5/5.0 stars _— Verified User in Information Technology and Services_ [Read full review](https://www.g2.com/survey_responses/hyperglance-review-13092910) #### What Are G2 Users Discussing About Hyperglance? - [What is Hyperglance used for?](https://www.g2.com/discussions/what-is-hyperglance-used-for) - 2 comments - ‹ Prev‹ Prev - 1 - [2](/categories/cloud-management-platforms?order=g2_score&page=2#product-list) - [3](/categories/cloud-management-platforms?order=g2_score&page=3#product-list) - [4](/categories/cloud-management-platforms?order=g2_score&page=4#product-list) - [5](/categories/cloud-management-platforms?order=g2_score&page=5#product-list) - … - [12](/categories/cloud-management-platforms?order=g2_score&page=12#product-list) - [13](/categories/cloud-management-platforms?order=g2_score&page=13#product-list) - [Next ›Next ›](/categories/cloud-management-platforms?order=g2_score&page=2#product-list) Spotlight Categories [Password Managers Software](https://www.g2.com/categories/password-managers) [Digital Signage Software](https://www.g2.com/categories/digital-signage) [User Research Tools](https://www.g2.com/categories/user-research) [Sales Intelligence Software](https://www.g2.com/categories/sales-intelligence) [Mobile Device Management (MDM) Software](https://www.g2.com/categories/mobile-device-management-mdm) Similar Categories - [Application Portfolio Management](/categories/application-portfolio-management) - [Auto Scaling](/categories/auto-scaling) - [Cloud Cost Management](/categories/cloud-cost-management) - [Cloud Migration Assessment Tools](/categories/cloud-migration-assessment-tools) - [Columnar Databases](/categories/columnar-databases) - [Data as a Service (DaaS)](/categories/data-as-a-service-daas) - [Data Destruction](/categories/data-destruction) - [Data Extraction](/categories/data-extraction-tools) - [Data Governance](/categories/data-governance-tools) - [Data Observability](/categories/data-observability) - [Data Recovery](/categories/data-recovery) - [Digital Employee Experience (DEX) Management](/categories/digital-employee-experience-dex-management) - [Digital Experience Monitoring (DEM)](/categories/digital-experience-monitoring-dem) - [Digital Governance](/categories/digital-governance) - [Disk Cleanup](/categories/disk-cleanup) [Browse Cloud Management Platforms Themes](/categories/cloud-management-platforms/themes) ![Rachana Hasyagar](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Rachana Hasyagar") RH Researched and written by [Rachana Hasyagar](https://research.g2.com/insights/author/rachana-hasyagar) Updated October 3, 2024 Cloud management platforms (CMPs) are toolsets that help companies monitor and control cloud environments, resources, and services. These solutions manage two or more dynamic cloud environments—private, public, multi, or hybrid cloud. CMPs provide insights into and control over a variety of cloud-related functions, such as optimization, orchestration, security, monitoring, and costs. IT administrators, security analysts, server engineers, and others can leverage cloud resources effectively due to the diversity of available insights. Cloud management platforms offer the administrative visibility and capability of [cloud cost management software](https://www.g2.com/categories/cloud-cost-management), [cloud infrastructure monitoring software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [cloud infrastructure automation software](https://www.g2.com/categories/cloud-infrastructure-automation), and more. They also include open-source software modules that provide a framework to create and manage both public and private cloud infrastructure. CMPs are designed to integrate with a variety of [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offerings as well. To qualify for inclusion in the Cloud Management Platforms category, a product must: - Monitor and optimize cloud computing resources in multi-cloud environments - Provide self-service capabilities, analytics, and insights into organization consumption patterns within cloud deployments - Provide managerial capabilities over cloud functions and security Top Tools at a Glance | | GCP-native VM provisioning and autoscaling workflows | User Review "Easy Setup, Flexible Instances, and Great Value on Google Compute Engine" | | | Zero-cost Linux infrastructure for cloud-native DevOps | User Review "Ubuntu: Flexible, free, and perfect for learning programming" | | | Autonomous Kubernetes cost optimization and rightsizing | User Review "A Powerful Platform for Reducing Kubernetes Cloud Costs" | | | Hybrid IT license compliance and FinOps visibility | User Review "Flexera One Review: Helpful for IT Spend and Compliance" | | | SAP-native unified semantic data governance | User Review "Unify SAP and non-SAP data" | | | AWS cost visibility with guaranteed commitment-free discounts | User Review "Review" | | | ML-driven EC2 right-sizing recommendations | User Review "Clear, Actionable Recommendations for Smarter AWS Resource Optimization" | | | Immutable backup and ransomware-aware cloud recovery | User Review "Reliable, hands-free backup that actually gives you peace of mind" | | | Multi-cloud visibility with diagram-to-deployment automation | User Review "Easy to Use, Multi-Cloud Visualizations and operational features." | | | AI-driven rightsizing across hybrid multicloud workloads | User Review "Advanced Infrastructure Optimizer with challenging configuration requirements." | * * * Show More * * * ## How Do You Choose the Right Cloud Management Platforms? ### What You Should Know About Cloud Management Platforms ### What are Cloud Management Platforms? A cloud management platform (CMP) is a set of unified software tools which help companies monitor and control cloud computing resources. While these tools can be deployed by an enterprise exclusively for a public or private cloud arrangement, CMPs commonly focus on the management of hybrid and multi-cloud models to help optimize control of various cloud-based infrastructures. CMPs also include open-source software modules that provide a framework to create and manage both public and private cloud infrastructure. This aids cost management, backup and disaster recovery, and enhancement of performance and security. Cloud management platforms offer the administrative visibility and capability of [cloud cost management software](https://www.g2.com/categories/cloud-cost-management), [cloud infrastructure monitoring software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [cloud infrastructure automation software](https://www.g2.com/categories/cloud-infrastructure-automation), and more. CMPs are designed to integrate with a variety of [infrastructure as a service (IaaS)](https://www.g2.com/categories/infrastructure-as-a-service-iaas) tools as well. #### What Types of Cloud Management Platforms Exist? **Focused platforms** Platforms that offer only one type of cloud problem solving, say, cloud security to protect data, applications, and infrastructure from threats, and automation of tasks to reduce manual intervention, or cost optimization to increase business efficiency. These products will generally focus on a specific task. **Multi-cloud platforms** In multi-cloud infrastructure, cloud assets, software, and applications are distributed across several cloud environments. With a typical multi-cloud architecture involving two or more public and private clouds, a multi-cloud environment aims to eradicate the dependency on any single provider or instance. Multicloud management is the set of tools and procedures that allows a business to monitor and secure applications and workloads across multiple public or private clouds or a combination of both. By offering simplified, centralized management, a multi-cloud management solution allows IT teams to more effectively manage applications and workloads across multiple clouds. **Hybrid cloud and hyper-converged infrastructure (HCI) ** Platforms that support hybrid clouds as well as on-premise infrastructure fit into this category. Hyper-converged infrastructure (HCI) is a software-defined, unified system that combines all the elements of a traditional data center—storage, computing, networking, and management. Hybrid cloud solutions combine a private cloud with one or more public cloud services, with proprietary software enabling communication between each distinct service. Hybrid cloud computing is powerful because it gives businesses greater control over their private data. An organization can store sensitive data on a private cloud or local data center and simultaneously leverage the robust computational resources of a managed public cloud. Due to complexities such as migration of services, compatibility issues between different cloud service providers, etc., in the management of such an infrastructure, these tools rely heavily on custom implementation.  ### What are the Common Features of Cloud Management Platforms? The following are a few essential features that a cloud management platform should have to help organizations gain visibility into their cloud deployments and take necessary actions. **Cost control:** A good cloud management tool should provide insights to the user to help them visualize the utilization and cost of current infrastructure and track cost consumption across all cloud resources. Insights will help the user to reduce overall costs. A cloud management platform is a software solution whose main attribute is a vast and extensive set of APIs that allow it to extract data from every area of the IT infrastructure. The tools should be able to provide cost savings by giving one the capability to hibernate their unutilized resources and provide insights into each service with estimated savings.  **Logs monitoring:** What makes a cloud management tool unique is its ability to integrate monitoring processes by providing logs from all the major resources. CMPs are purpose-built to draw humongous volumes of data from the user’s application stack in the form of automatically generated computer logs. Log files contain information about every event that occurs in the user’s cloud environment. Analyzing those files can yield information about errors, vulnerabilities, compliance, security, and more.  **Compliance:** Cloud compliance is the principle that cloud-delivered systems must be in accordance with the standards their customers require. It ensures that cloud computing services meet the compliance requirements of enterprise customers. Maintaining compliance takes effort on the part of both the cloud service provider and the enterprise; without that effort, the organization's data could be at risk of not adhering to mandatory rules and regulations. **Optimizing the overall workload:** CPM implementation in the IT market makes workflow better, optimizing the best practice and managing the resources to get better outcomes without losing out on either money or time. Features of the cloud management tools are connected internally and work together. This means that the tool can automatically control the infrastructure and make adjustments when necessary. The platform also helps in decision making. It can also play a role in managing and creating policy frameworks. **Billing and metering:** This is another crucial feature provided by a cloud management platform. CPM accounts for an organization’s unique cloud architecture and finds ways to manage billing and chargebacks effectively. Metering refers to the methods and tools used to track the usage of infrastructure and software delivered via the cloud. IaaS, PaaS, and SaaS vendors have a variety of options for metering the usage of the solutions they provide to clients, including per-user metering, per-account metering, and per-transaction metering. ### What are the Benefits of Cloud Management Platforms? **Self-service management:** Most CMP solutions support self-service cloud resource management. Enterprises can provision resources for their cloud environment themselves rather than having a set amount of resources delivered. A CMP can help enterprises determine if they are using the optimal amount of resources for their business needs. That can help in determining the correct amount of resources to request from the cloud provider in the future. **Cloud cost management:** Enterprises want to manage their resource usage to reduce costs. Resources that aren't being used will just be a drain on the company’s finances. By managing operations to ensure that every resource is being used, cloud cost optimization can reduce the wastage of resources.  **Automated management policies:** CMPs deliver automated cloud management policies and tasks to help utilize resources using automatic orchestration. For example, it automates the process of finding spare resources on the network whenever one needs them. Rather than waiting until the IT team discovers wasted resources, the CMP automatically fixes resource usage problems. **Cloud compliance and governance:** Usage of cloud services requires the integration of traditional IT governance best practices, such as compliance and chargebacks. Therefore, to govern the cloud for operational excellence, it is important to implement cloud management tools for compliance, incident, and transparent financial management. By doing this, the IT team will run responsible, compliant operations—with tight fiscal controls and transparency. As a result, an organization can benefit from economies of scale, lower individual usage costs, and centralize infrastructure costs while extending or improving current governance capabilities. ### Who Uses Cloud Management Platforms? **IT industry:** CMPs help IT teams secure and optimize cloud infrastructure, including the applications and data residing on it. Administrators can manage compliance, set up real-time monitoring, and prevent cyberattacks and data breaches. Today organizations have dozens of diverse applications running in the cloud. Cloud management gives visibility and control over this otherwise uncoordinated ecosystem, integrating operating systems, applications, storage frameworks, provisioning, cloud security, and anything else hosted on the enterprise’s cloud. Administrators gain access and control over the enterprise cloud through a web-based interface that they can access remotely.  **Finance industry:** Cloud services enable the digital transformation of the finance industry while cloud management platforms offer a dramatically improved experience for this industry using the platform. Due to the increase in mobile consumerization and mass digitization, financial services institutions are transforming data and automating core processes and workflows. The banking sector now provides customized solutions to meet the needs of their diverse customer base with the help of enterprise cloud managed services that support a multitude of enterprise applications. Since cloud offerings and adoption of cloud services are growing, a CMP solution aids in streamlining operations, enabling managed service providers (MSPs) to deliver financial governance, security and compliance governance, and identity and access governance across multiple public clouds. By implementing a CMP solution, the BFSI sector can lower infrastructure costs and increase asset utilization, thereby improving agility and operational efficiency. **Media and entertainment industry:** A global consumer base with a growing demand for “bingeable” content is pushing the M&E industry to provide content that is not only available in a variety of formats, but also tailored for diverse audiences in disparate geographies. Implementation of a cloud management platform helps media enterprises streamline access to media from any location. It enables the management of huge quantities of digital content in a faster, dynamic, and cost-effective manner.  **E-commerce industry:** The scalability of the cloud complements the needs of the retail sector. Provisioning more servers on its own or obtaining funds to build a bigger IT infrastructure will slow down an enterprise's growth. Cloud management solutions provide a business the ability to view and search for non-compliant servers across environments. CMP provides superior stability for online retail and ensures cost efficiency. Cloud management provides advanced data security which has been a rising concern for e-commerce platforms. **Automotive industry:** The automotive industry needs to be up-to-date with its supply chain as this allows them to interact effectively with customers and cater to their needs. Cloud management platforms help this industry as they can have a common environment for both automotive suppliers and manufacturers to share data to ensure that both sides have supply chain visibility. Cloud management platforms are useful for moving, storing, securing, and indexing massive volumes of data generated from connected vehicles.  **Healthcare industry:** Cloud healthcare solutions help doctors to easily stay connected to their patients which improves collaboration with each other. Cloud solutions for the healthcare sector enhance patient engagement, empower health team collaboration, and improve clinical and operational data insights to improve decision making and operational efficiencies. Implementing a cloud management platform by the healthcare industry makes it faster and easier to provide more efficient services to patients and helps ensure the end-to-end security, compliance, and interoperability of health data. #### Software Related to Cloud Management Platforms [Cloud cost management software](https://www.g2.com/categories/cloud-cost-management) **:** Cloud cost management software allows an enterprise to understand and manage the costs and needs associated with its cloud technology. In particular, this means finding cost-effective ways to maximize cloud usage and efficiency. These tools are typically paired with an [infrastructure as a service (IaaS) provider](https://www.g2.com/categories/infrastructure-as-a-service-iaas) offering to minimize the costs of their pay-as-you-go model. Cloud cost management software helps companies reduce waste by alerting users of low demand or automatically scaling usage to optimal rates. Companies also use these tools to increase the efficiency of their cloud service usage—these solutions often provide reporting features to outline waste and redundancies. Cloud cost management software has some overlap with [SaaS spend management software](https://www.g2.com/categories/saas-spend-management), but the latter is used to monitor and manage spending on cloud applications rather than infrastructure. [Cloud infrastructure monitoring software](https://www.g2.com/categories/cloud-infrastructure-monitoring) **:** Cloud infrastructure monitoring software allows companies to visualize and track the performance of their applications or services. These tools aggregate data in real time to display information related to a company’s cloud-based resources. These tools can track application performance, network availability, and resource allocation, among other factors. Cloud infrastructure monitoring is a process that makes sure an application both remains available and responds to user requests within an acceptable amount of time. It can also involve goals such as optimizing code or reducing infrastructure costs. Cloud infrastructure monitoring tools may have overlapping features with either [cloud workload protection platforms](https://www.g2.com/categories/cloud-workload-protection-platforms) or [cloud cost management software](https://www.g2.com/categories/cloud-cost-management). Those tools, however, perform more individualized and specific management capabilities and may not provide adequate or necessary monitoring capabilities. [Cloud infrastructure automation software](https://www.g2.com/categories/cloud-infrastructure-automation) **:** Cloud infrastructure automation technology is used to provision servers and computer data centers through metadata files, as opposed to physical configuration. The concept in practice can also be referred to as implementing "infrastructure as code" or performing continuous configuration automation. Developers will create templated infrastructure to run their application code, review, and integrate it. These templates can then be reused and generated automatically, minimizing a developer’s need to reconfigure infrastructure. Companies use cloud infrastructure automation technology in DevOps practices to reuse pre-configured infrastructure and ensure configuration visibility at all times. These tools can save developers time in configuring infrastructure as well as reduce downtime. These tools have a strong tie to the continuous delivery process. Many DevOps-focused [configuration management software](https://www.g2.com/categories/configuration-management) tools will have the ability to automate cloud infrastructure, but that capability is not inherent in all configuration management tools. Other Software Related to Cloud Management Platforms: [AWS management](https://www.g2.com/categories/cloud-management-platforms/f/aws-management), [Azure management](https://www.g2.com/categories/cloud-management-platforms/f/azure-management), [Google Cloud Platform (GCP) management](https://www.g2.com/categories/cloud-management-platforms/f/google-cloud-platform-gcp-management), [Others](https://www.g2.com/categories/cloud-management-platforms/f/others), ### Challenges with Cloud Management Platforms **Security and privacy:** Keeping confidential data safe and secure is among the topmost priorities for organizations. Earlier, most companies used corporate firewalls to safeguard their sensitive data. Now with migration to the cloud becoming increasingly common, the challenge of keeping the data secure makes businesses extremely cautious. Where the cloud provider provides the first layer of security, the customer must provide the second. The challenge here is that customers must know what is required by each cloud service provider so that they can properly secure data across their various providers. **Interoperability:** Another common challenge that businesses face while using cloud infrastructure is how to avoid the prospect of being locked into a service. Cloud environments are typically built around an organization’s requirements, which means that switching can be hard. Every business should expect the freedom of portability that allows them to move in and out of the cloud, and between clouds without any hassles. When that is not possible due to lock-in periods and other similar problems, the benefits can be lessened.  **Cloud costs:** Costing is a significant challenge in the adoption, operation, and migration of cloud computing services, especially for small and mid-sized businesses.  **Cloud migration:** Cloud migration refers to the process of moving all the applications and data from on-premises storage to the cloud. Moving business operations to a cloud service provider can be very challenging and may impact the functioning of connected systems. Among the other challenges involved with migration are security configurations, other software investments, time-consuming preparatory work, slow data migrations, extensive troubleshooting, and application downtime. **Limitations on cloud reporting structure:** Rather than using a single cloud, organizations today are using multiple public and private clouds. Enterprises tend to receive reporting metrics from different cloud service providers. This can be challenging when not only trying to correlate between reports from each of these providers but with the organizational reporting structure itself. This imposes limitations on one’s cloud reporting structure. ### How to Buy Cloud Management Platforms #### Requirements Gathering (RFI/RFP) for Cloud Management Platforms If a company is just starting and looking to purchase its first CMP, or maybe an organization needs to update a legacy system--wherever a business is in its buying process, [g2.com](https://www.g2.com/) can help select the best cloud management platform for the business. Finding the right cloud management platform for a business can be difficult due to numerous potential vendors and seemingly similar offerings. Without digging deeper to uncover the details, enterprises run the risk of selecting a solution that can result in unexpected costs, vendor lock-in, difficult-to-agree service level agreements (SLAs), or simply a lack of fit to requirements.  The functional or technical requirements are a core part of the purchase process. Functional requirements usually vary from one organization to the next. Organizations must determine the end goal of purchasing a CMP, whether it is for optimizing costs, requirements around data retention, security, performance, or specific functional requirements. Depending on the scope of the deployment, it might be helpful to produce an RFI, a one-page list with a few bullet points describing what is needed from the platform. #### Compare Cloud Management Platform Products  **Create a long list** As more and more organizations build internal private clouds or enter the service provider market with public clouds, choosing the right vendor and platform for managing today’s hybrid and multi-cloud environments boils down to more than just technical capabilities. Long lists are created by eliminating the options that do not align with the organization’s cloud strategy. Vendor evaluation is an essential part of the CMP buying process, it helps to prepare a consistent list of questions regarding specific needs and concerns to ask each vendor. Whether embarking on a proof-of-concept/pilot or a full enterprise-level deployment of the CMP, the following considerations should enable the establishment of realistic and achievable goals: **Business requirements:** It is important to take into consideration which departments and clients will benefit from the platform deployment and the extent of disruption during the implementation. A business must also take into account the period within which implementation of the CMP will start generating ROI. **Product requirements**** :** The enterprise willing to adopt a CMP should determine the consistency of the platform with its existing cloud strategy. The tool helps in the management of the various cloud platforms and cloud services. Achieving the full value of this investment also requires integration with other tools in the infrastructure that support functions such as service management, DevOps, configuration management, and financial management. A CMP should allow for seamless integration with the organization’s existing services to generate customized and actionable insights. Depending on whether a SaaS or on-premises deployment solution is selected, there may be an impact on the existing connectivity and service level commitments. It is crucial to understand the management functions covered by the CMP in terms of resources, spend, and security and how fast it can detect usage of resources and determine their necessity.  **Support requirements:** The enterprise should be aware of the extent to which it will be dependent on the vendor after the full implementation of the platform. Additionally, vendor patch releases are an important consideration when evaluating cloud management vendors. The user must find out about the release cycles and frequency of the releases in their development cycles. Vendors should provide regular fixes and functional enhancements. If an organization is using a CMP with a SaaS model, it can usually minimize the impact of software releases. The process is usually more seamless than an on-premises deployment. **Create a short list** From the long list of vendors, it is pragmatic to narrow down the list of contenders. Enterprises must select solutions that are aligned with the enterprise’s goals. With this list, businesses can compare the features offered by different vendors and the pricing structure of various solutions. **Conduct demos** Demos provide an opportunity to buyers to see how a cloud management platform works. While pre-recorded demonstrations and slide decks are available online, it is lucrative to request the vendor for a live demo of the CMP platform using the system to dive deep into their technical capabilities.  Additionally, mapping out a draft deployment plan or proof of concept (POC) is highly recommended before making a selection as it provides a roadmap for subsequent activities and defines the resources that are required in each phase. A PoC should prove (or disprove) whether the technology matches the organization’s requirements.  #### Selection of a Cloud Management Platform **Choose a selection team** It is important to recognize that project success is based on a team’s effort including the vendor that will support the CMP deployment with their training and professional services staff as well as the tenant and end-user community. Forming the team and establishing a common vision is imperative. The partnerships for deployment must extend into the enterprise itself.  **Final decision** Cloud services and CMPs are still evolving, it is unlikely that any one platform can serve as a “one size fits all” solution. However, selecting a vendor that has a strategy aligned with the enterprise’s directions and objectives will accelerate growth as the product matures. Rapid developments have pushed providers to innovate and develop mature solutions that work with top public cloud providers as well as on-premises virtual stacks.  Here are few factors to consider while making the final decision: **Total cost of ownership and cost associated with day-to-day data transfers:** One way to evaluate a cloud management vendor is to establish the total cost of ownership (TCO) of its CMP. This involves calculating the cost of acquisition and the recurring operational costs for the service. If there are any additional integrations required, it’s best to include the anticipated costs into the TCO estimate. Some cloud providers offer a low base price but charge extra fees to transfer data. This could lock the user into their product by making it a costly affair to transfer to another provider, hampering the user’s ability to use their data in a way that best suits their requirements. Many cloud service providers encourage customers to move data into their respective clouds by not charging for data ingress. However, data transfer fees do exist for data egress—or moving data out of a cloud data center—not just from the cloud to on-premises, but also between data centers within the same provider, or another cloud provider. The data transfer fees can add up over time. It is crucial to keep data transfer fees in mind when choosing a cloud management solution.  **Product licensing or service subscription model:** A CMP is either a vendor SaaS offering, open-source or a licensed on-premises product. Acquisition and recurring costs will vary widely based on the model an enterprise opts for. It is imperative to scrutinize the terms and conditions of the product support and licensing agreements or SaaS SLAs to achieve enterprise goals within the defined OPEX (operating expense) and CAPEX (capital expenditure) budgets.  **Identifying risks and opportunities early:** Whether a commitment to a given CMP product has been made, or early evaluation is underway, it is important to capture and monitor deployment and operations risks, and improvement opportunities early so that it is possible to leverage the lessons learned, contain cost overruns, and modify plans when needed. Whenever a new technology is leveraged, it is good to devise back-out plans or alternatives when assumptions and outcomes change. It must be ensured that the solution chosen will be adaptable to the organization’s future requirements. ### Cloud Management Platforms Trends **Multi and hybrid cloud environments will continue to grow** Enterprises recognize that cloud management isn’t about having one specific platform or infrastructure, it’s about choosing the solution that’s fit for the job at hand. The emerging trend is that enterprises are becoming less worried about sticking with one vendor and embracing a multi-cloud or hybrid-cloud offering to get the best out of each solution. **Solution-focused partners** As businesses continue to move their infrastructure using SaaS, PaaS, and IaaS, there will be a continuous requirement for third-party vendors who specialize in meeting specific use cases and problem-solving. While one’s cloud service provider will be responsible for infrastructure needs such as storage, outsources will be taking care of computing and networking, specific needs such as data, visibility, AI and ML technology, or IoT. **Continuous shift to tech on demand** As cloud costs are controlled, businesses will have more revenue at their disposal to take advantage of solutions that beat their specific industry challenges. In turn, providers will look to push out innovation that is easily accessible to a wide audience, has a low learning curve, low-code interface, and is more democratized overall, so that anyone can reap the rewards.