For a standard EKS/AKS/GKE estate, your cloud provider’s managed offering may already cover you. Platform9 is a SaaS-based multicloud management platform centered on Kubernetes and OpenStack. Provisioning, drift detection, and IaC workflows aren’t, so don’t expect it to replace an orchestrator. In 2025, Broadcom announced a refreshed UX for VMware Tanzu CloudHealth with AI features “Intelligent Assist” and “Smart Summary.” CloudHealth is a FinOps-focused, multicloud cost management and governance platform.
Humanitec leads this space, offering a cloud-agnostic infrastructure management layer. However, Morpheus is a bit opinionated and not as https://callmeconstruction.com/news/microsoft-office-2019-vs-office-2021-which-is-right-for-your-business-in-poland/ built on open source as other options. Another challenge is that writing and maintaining Terraform modules at scale can be complex, even with a managed platform.
- Tools such as AWS Cost Explorer and Microsoft Cost Management and Billing include analytics, reporting and optimization features once found only in add-on products.
- AI spend is the sequel, playing at ten times the speed with worse visibility, because the money now scatters across hyperscaler GPU instances, managed services like Bedrock and SageMaker, model APIs, and GPU-first providers, none of which report spend the same way.
- Cody Slingerland, a FinOps certified practitioner, is an avid content creator with over 10 years of experience creating content for SaaS and technology companies.
- The long-running standard for operating fleets of Kubernetes clusters across providers and on-premises from one console, with centralized authentication, policy, and cluster lifecycle management.
- Tools like Terraform offer consistent interfaces for managing resources across multiple cloud platforms, which makes them particularly valuable for multi-cloud operations.
These tools help teams manage resources, security, costs, and performance across AWS, Azure, and GCP from a more consistent operational framework. Organizations typically use cloud management platforms, Infrastructure as Code tools, centralized monitoring and logging, and unified identity management. Common challenges include limited cost visibility, inconsistent security policies, skill gaps, data transfer costs, duplicated tools, and compliance complexity. Illustrative breakdown of common sources of wasted cloud spend, based on typical patterns seen across enterprises
Manage and Optimize Your Cloud
It can also help organizations manage different cloud environments inherited through mergers or acquisitions. Companies may use multiple clouds to avoid vendor lock-in, choose the right platform for specific workloads, meet data residency requirements, and improve resilience. It brings these environments under a more consistent approach for monitoring, governance, and operations. This is where effective Cloud Infrastructure Management becomes essential for maintaining visibility, control, and consistency at scale. Standardized security controls help teams maintain consistency while keeping cloud operations and financial management aligned.
It also can build customized usage reports that include service consumption and chargeback information. Complementing this product is NCM Self-Service — formerly known as Calm — an application orchestration and lifecycle management tool for Nutanix’s hyper-converged infrastructure. It optimizes configurations and costs but isn’t a full workload management system. It has broad multi-cloud support covering more than a dozen platforms, and a large third-party ecosystem for integrations with automation, backup, IAM, ITSM, monitoring, networking and security providers.
HPE Morpheus Enterprise provides a flexible way to build various platform stacks, and integrates with a wide range of enterprise-oriented tools and services. Morpheus supports AWS, Microsoft Azure, Google Cloud Platform, IBM Cloud, Oracle Cloud, Nutanix, KVM, Kubernetes, and other niche clouds and surrounding technologies. HPE Morpheus Enterprise is a hybrid multicloud management solution that stands out for its broad feature coverage and support for both visual and programmable infrastructure automation. If you don’t mind some lock-in, HCP Terraform offers granular control over cloud resources with SaaS-like usability. Terraform itself is cloud-agnostic and supports AWS, Microsoft Azure, Google Cloud, Oracle Cloud, Alibaba Cloud, and more. It abstracts configuration management with features like registries for modules and secrets, policy enforcement, state storage, and governance controls.
NOps is a FinOps platform that concentrates on automated cost optimization for AWS while expanding cost visibility across multicloud footprints. It models services with TOSCA-based blueprints, then automates lifecycle actions while plugging into tools such as Terraform, Ansible, Kubernetes, and cloud-native stacks. IBM closed its $6.4 billion acquisition of HashiCorp on February 27, 2025, so Terraform is now part of the IBM software portfolio alongside Red Hat Ansible. Developers move at AI speed, but production infrastructure still demands version control, review, and approvals. Spacelift is an infrastructure orchestration platform built around a two-path deployment model, with rigorous IaC and GitOps for production and an AI-powered Intent path for everything else. Kubex is an AI-driven resource optimization platform that rebranded from Densify in 2026, narrowing its focus from broad cloud rightsizing to Kubernetes and GPU/AI workloads.
Workflow Orchestration
A multicloud management platform gives you one control plane where the providers give you three consoles. Learn how finance leaders are managing AI spend, and how they’re approaching FY2027 Not because one cloud failed, but because no single cloud can supply the GPUs, and running on several creates pricing power that running on one never will. Organizations leveraging multiple providers enjoy the benefits of vendor diversification, performance optimization, and cost efficiency. Without standardized policies, organizations risk configuration drift, security gaps, and compliance failures across providers.
Migrate and Backup Emails to Clouds
Build secure, compliant, and cost-efficient AI clouds using an open and composable AI infrastructure platform. Chris Tozzi is a freelance writer, research adviser and professor of IT and society who has previously worked as a journalist and Linux systems administrator. But their advantage is that they come built into the public cloud platforms you might already be using, and don’t require adding a new vendor to your stack. In addition, cloud service providers now offer hybrid cloud frameworks capable of streamlining the management of workloads across clouds in some cases. This is done via cloud-agnostic encapsulation of resource configurations and deployments, as text files https://sellrentcars.com/developments/what-is-software-as-a-service-saas.html structured with YAML or JSON, that are portable and easily automated. But so far, this part of the VMware product portfolio has not seen any major overhauls, although some product names have changed.
Online Storage Services Supported by MultCloud
Furthermore, the data volume grows rapidly and spreads across several locations, making it difficult to control and ensure proper and secure access. Usually, the multi-cloud environment has more applications and processes spread out across different clouds. Additionally, vendors may have different security models, and there is a high likelihood of security gaps that increase vulnerabilities and the attack surface. Consequently, the organizations may end up paying for idle resources and exposing themselves to https://innovatenexes.com/safeguarding-cyber-networks.html security and compliance issues. Additionally, some solutions enable organizations to distribute their applications and workloads across different clouds.
