Best Cloud Infrastructure Automation Software - Page 4

How Many Cloud Infrastructure Automation Software Products Does G2 Track?

Total Products under this Category: 120

Category Stats (Nov 2026)

  • Average Rating: 4.57/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: GitHub (+0.02%) - Among all products in this category, GitHub recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Cloud Infrastructure Automation Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 6,800+ Authentic Reviews
  • 120+ 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 Infrastructure Automation Software

G2 Grid® for Cloud Infrastructure Automation Software plotting products by satisfaction and market presence

Highlighted products: VMware Cloud Foundation (VCF), GitHub, Railway, IBM Terraform (formerly HashiCorp Terraform), AWS CloudFormation, Nerdio Manager, NetApp ONTAP Data Management Software, and GitLab.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-infrastructure-automation/grids.json?focus%5B%5D=vmware-cloud-foundation-vcf&focus%5B%5D=github&focus%5B%5D=railway&focus%5B%5D=ibm-terraform-formerly-hashicorp-terraform&focus%5B%5D=aws-aws-cloudformation&focus%5B%5D=nerdio-manager&focus%5B%5D=netapp-ontap-data-management-software&focus%5B%5D=gitlab)

Kaholo

Kaholo is a low-code DevOps automation platform that allows DevOps, QA, IT, BI and SRE to build any automation pipeline. Kaholo graphical UI enables engineers to onboard in 2-3 days and build pipelines in minutes or hours instead of days or weeks. Current customers, such as JFrog and Align, built data pipelines and E2E testing pipelines and were able to increase testing coverage, improve quality and release software faster than ever. Orchestrate your entire tech stack with hundreds of pre-built integrations and actions, or custom-build plugins for proprietary systems. Get started easily with a fully managed cloud option or host Kaholo on your hardware. Automate provisioning, testing, builds, and deployments with various rollout strategies, rollbacks, cleanups, updates, troubleshooting, etc.

Average Rating: 4.8/5.0

Total Reviews: 10

How Do G2 Users Rate Kaholo?

  • Ease of Admin: 9.3/10 (Category avg: 8.7/10)
  • Quality of Support: 9.3/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Ease of Use: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind Kaholo?

  • Seller: Kaholo
  • Year Founded: 2018
  • HQ Location: Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Medium, 20% Small

What Are Recent G2 Reviews of Kaholo?

LocalOps

LocalOps is a modern cloud neutral Internal Developer Platform for lean engineering teams using AWS/GCP/Azure and with DevOps bottlenecks. Teams can migrate to cloud (AWS) 6x-10x faster and get self-serve access to cloud infrastructure for day to day deployments, automated CI/CD pipeline from Github, pre-configured open source monitoring stack and more. No terraform / DevOps skillset required.

Average Rating: 5.0/5.0

Total Reviews: 4

How Do G2 Users Rate LocalOps?

  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind LocalOps?

  • Seller: LocalOps
  • Year Founded: 2023
  • HQ Location: Chennai, IN
  • LinkedIn® Page: www.linkedin.com
    5 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of LocalOps?

NetApp Cloud Volumes ONTAP

NetApp® Cloud Volumes ONTAP® offers a self-managed, unified storage management solution built on NetApp’s industry-leading ONTAP® software—empowering organizations with unmatched control and flexibility across block and file workloads in hybrid and multicloud environments. Seamlessly integrated with all major cloud providers, it runs natively on each cloud platform (Microsoft Azure, Google Cloud, AWS), allowing you to deploy and manage storage for mission-critical applications, databases, containers, and user files without requiring extra tooling or complex configuration. With support for iSCSI, NVMe/TCP, NFS, SMB/CIFS, and S3, Cloud Volumes ONTAP brings enterprise-class data services to your cloud environment.  

Average Rating: 4.5/5.0

Total Reviews: 26

How Do G2 Users Rate NetApp Cloud Volumes ONTAP?

  • Ease of Admin: 8.5/10 (Category avg: 8.7/10)
  • Quality of Support: 8.5/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Use: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind NetApp Cloud Volumes ONTAP?

  • Seller: NetApp
  • Year Founded: 1992
  • HQ Location: Sunnyvale, California
  • LinkedIn® Page: www.linkedin.com
    12,706 employees on LinkedIn®
  • Ownership: NASDAQ
  • Total Revenue (USD mm): $5,412

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 41% Large, 32% Small

What Do G2 Reviewers Say About NetApp Cloud Volumes ONTAP?

AI-generated summary from verified user reviews

Pros
  • Users highlight the comprehensive solutions of NetApp Cloud Volumes ONTAP, emphasizing its user-friendly interface and powerful performance.
  • Users value the powerful performance and availability of NetApp Cloud Volumes ONTAP for reliable data storage solutions.
  • Users appreciate the user-friendly interface of NetApp Cloud Volumes ONTAP, which simplifies storage management effectively.
  • Users appreciate the user-friendly interface and powerful CLI, ensuring high performance and availability in NAS storage.
  • Users value the high availability of NetApp Cloud Volumes ONTAP, ensuring reliable access to their storage solutions.
Cons
  • Users find the command line difficulty challenging, especially with frequent GUI changes complicating the experience.
  • Users find the frequent GUI changes of NetApp Cloud Volumes ONTAP cumbersome, preferring to rely on CLI instead.
  • Users find the poor interface design frustrating, leading to a reliance on CLI for efficiency.
  • Users feel the poor UI of NetApp Cloud Volumes ONTAP leads to reliance on CLI instead of the interface.
  • Users find the poor usability due to frequent GUI changes, leading them to rely on the CLI instead.

What Are Recent G2 Reviews of NetApp Cloud Volumes ONTAP?

What Are G2 Users Discussing About NetApp Cloud Volumes ONTAP?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

CloudShell

Quali's CloudShell is the leading platform for delivering Infrastructure Automation at Scale for complex on-premise, hybrid and cloud environments. IT leaders and innovators around the world trust Quali to enable self-service environment provisioning and automated decommissioning to streamline the development, testing, and certification of various technologies into production environments.

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate CloudShell?

  • Ease of Admin: 8.9/10 (Category avg: 8.7/10)
  • Quality of Support: 7.8/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind CloudShell?

Who Uses This Product?

  • Company Size: 50% Small, 25% Large

What Are Recent G2 Reviews of CloudShell?

What Are G2 Users Discussing About CloudShell?

IBM Cloud Schematics

IBM Cloud Schematics enables developers, architects, and DevOps teams to use Infrastructure as Code to create, share, discover, and use cloud resources in a way that is automated, repeatable, orderly, and secure.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate IBM Cloud Schematics?

  • Quality of Support: 8.9/10 (Category avg: 9.0/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind IBM Cloud Schematics?

  • Seller: IBM
  • Year Founded: 1911
  • HQ Location: Armonk, New York, United States
  • LinkedIn® Page: www.linkedin.com
    344,328 employees on LinkedIn®
  • Ownership: SWX:IBM
  • Phone: 1-866-277-7488

Who Uses This Product?

  • Company Size: 67% Large, 33% Medium

What Are Recent G2 Reviews of IBM Cloud Schematics?

What Are G2 Users Discussing About IBM Cloud Schematics?

Revolte

Revolte is an AI-native software delivery platform that helps engineering teams turn intent into production-ready software faster, safer, and with greater control. Instead of focusing only on code generation, Revolte uses intelligent AI agents to orchestrate the entire software delivery lifecycle - from planning and implementation to code reviews, quality and security validation, deployments, and runtime monitoring. Engineers remain in control of every critical decision while AI automates repetitive, execution-heavy work across the SDLC. Instead of relying on multiple disconnected tools across the SDLC, Revolte brings planning, development, testing, security, deployment, and runtime intelligence into a unified, developer-first platform. Its AI agents work together to streamline software delivery, reduce context switching, and improve engineering productivity while maintaining governance, consistency, and reliability. Built around a human-in-the-loop approach, Revolte augments engineering teams rather than replacing them. AI handles repetitive tasks and provides intelligent recommendations, while developers and engineering leaders retain full visibility, reviewability, and decision-making authority throughout the delivery process. Revolte also enables organizations to build custom AI agents tailored to their internal workflows, engineering standards, and existing tools, allowing teams to extend AI across their unique software delivery processes. Designed for CTOs, Platform Engineering teams, DevOps engineers, and software development leaders, Revolte helps organizations increase delivery throughput, accelerate release cycles, reduce operational complexity, and deliver high-quality software with greater confidence. Whether you're modernizing your software delivery process or scaling engineering with AI, Revolte provides the intelligent automation and governance needed to move from intent to production with speed, consistency, and control. Learn more at https://revolte.ai.

Average Rating: 5.0/5.0

Total Reviews: 7

How Do G2 Users Rate Revolte?

  • Quality of Support: 8.3/10 (Category avg: 9.0/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Revolte?

Who Uses This Product?

  • Company Size: 100% Medium, 14% Large

What Are Recent G2 Reviews of Revolte?

(R)?ex

RexOps - Configuration-, Deployment and Lifecycle Management

Average Rating: 3.3/5.0

Total Reviews: 3

How Do G2 Users Rate (R)?ex?

  • Ease of Admin: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 9.4/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Use: 8.9/10 (Category avg: 8.9/10)

Who Is the Company Behind (R)?ex?

  • Seller: Rex
  • Year Founded: 2014
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Medium, 33% Large

What Are Recent G2 Reviews of (R)?ex?

What Are G2 Users Discussing About (R)?ex?

Itential Platform

Network and infrastructure teams are being asked to move at AI speed - but most automation platforms weren't built for AI agents, and most AI platforms weren't built for infrastructure. Itential is. Itential is the agentic operations platform for network and infrastructure teams - combining reasoning AI agents with deterministic workflows on one governed platform. It's how enterprises run infrastructure at AI speed without giving up control. Whether the action is triggered by a human, a workflow, or an AI agent, it runs through the same controls: RBAC, approval gates, pre- and post-checks, rollback, and audit trails. FlowAgents reason and act. Workflows execute predictably. Every change is governed by default - across hybrid network, cloud, and infrastructure environments. Unlike generic AI platforms that automate business apps, or single-vendor copilots that only know their own gear, Itential is purpose-built for AI agents to act on infrastructure end-to-end - every vendor, every domain. Five Capabilities, One Platform Build: Reasoning agents from natural language. Repeatable workflows from plain-language specs or in a low-code canvas Integrate: 1,000+ open-source API integrations connecting every system, AI agent, LLM, and MCP server in your stack Execute: Every action runs through pre-checks, post-checks, rollback, and audit — automatically Secure & Govern: RBAC, SSO, secrets management, encryption, and approval gates run end-to-end for humans, workflows, and FlowAgents alike Operate: Real-time visibility, with pause, approve, and override controls in flight FlowAI - The Agentic Layer FlowAgent Builder: Create role-based agents with defined purposes, reasoning patterns, and scoped access FlowAgents: Reasoning agents that act on infrastructure through governed workflows FlowMCP Gateway: Securely invoke external agents and MCP tools under unified governance FlowMCP Server: Centralized management of MCP instances with defined personas and policy boundaries Itential MCP Server (open-source): Let any AI assistant - Claude, ChatGPT, Copilot, Gemini - discover and safely invoke Itential workflows & agents Platform Foundation Workflow Engine: Visual low-code builder, high-code extensibility, and reusable components Itential Gateway: Run Python scripts, Ansible playbooks, and Terraform/OpenTofu plans as governed services - without rewriting code Lifecycle Intelligence: State-aware orchestration from Day 0/1 through Day 2 changes, compliance, and decommission Vendor-Agnostic Integration: Coordinate workflows across physical networks, SD-WAN, AWS, Azure, GCP, ServiceNow, and CI/CD pipelines What You Can Do With It - Cut change windows from hours to minutes - Activate services same-day instead of in 45 days - Prove compliance on demand without an audit fire drill - Detect, reason, and remediate incidents within governed boundaries - Deliver self-service infrastructure through portals, APIs, and ITSM - Deploy FlowAgents that reason and execute on production infrastructure safely Customer Outcomes Enterprises including Lumen, Fiserv, S&P Global, Corning, Rush Medical, and Southern California Edison report 25x network change productivity, same-day service activation, 80%+ reductions in manual effort, and thousands of operational days returned to the business. Analyst & Industry Recognition Recognized in the 2026 Gartner Market Guide for AI Assistants in IaC, Network Automation Platforms, & Infrastructure Automation & Orchestration Platforms + 7 Gartner Hype Cycles.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Itential Platform?

  • Quality of Support: 8.3/10 (Category avg: 9.0/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Itential Platform?

  • Seller: Itential
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Atlanta, US
  • LinkedIn® Page: www.linkedin.com
    174 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Large, 40% Small

What Are Recent G2 Reviews of Itential Platform?

What Are G2 Users Discussing About Itential Platform?

Kubefirst

Kubefirst provides fully-automated open source application delivery and infrastructure management gitops platforms providing you with the best cloud native tools with a single command.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Kubefirst?

  • Ease of Admin: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Kubefirst?

  • Seller: KubeShop
  • Year Founded: 2023
  • HQ Location: Wilmington, US
  • LinkedIn® Page: www.linkedin.com
    28 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 50% Large

What Are Recent G2 Reviews of Kubefirst?

MachPanel

MachPanel is a Multi-Cloud Service Orchestration & Delivery Platform. It helps Telco’s, Hosters & Enterprises to aggregate, Provision, Automate, Bill & support Microsoft Cloud & On-premises enterprise applications through a powerful fully responsive & easy to use web interface. It offers an amazing opportunity to automate & Scale Microsoft Cloud Business by making it easier for CSP Direct & Indirect partners Own & Control Billing. On top of this it enables Microsoft CSP Direct Partners to showcase, bundle and sell their Office365 & Microsoft Azure offerings through their own white labelled marketplace and guarantees success with end to end automation. In addition to this MachPanel is Microsoft Validated Multi-tenant Control Panel for Exchange, supporting all available versions of Microsoft Exchange, Skype for Business, Dynamics365, SharePoint, Hyper-V, Windows Web hosting & Active Directory Synchronization. Whether customers are looking to offer hosting services through their own infrastructure or maximize business opportunities by offering both Microsoft Cloud & on-premises offerings, MachPanel simply makes it happen. It enlightens the businesses by helping them save time, improve business efficiency and productivity and hence maximize ROI. Trusted globally and it is unique set of offerings makes MachPanel an ultimate choice of leading Cloud Service Providers.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate MachPanel?

  • Quality of Support: 8.3/10 (Category avg: 9.0/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind MachPanel?

  • Seller: MachSol
  • Year Founded: 1985
  • HQ Location: Yorba Linda, US
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of MachPanel?

Oracle Cloud Infrastructure Resource Manager

Resource Manager is a managed service that can provision all Oracle Cloud Infrastructure resources and services. Resource Manager reduces configuration errors and increases productivity by managing infrastructure declaratively (i.e. "infrastructure as code") using industry standard Hashicorp Terraform®.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Oracle Cloud Infrastructure Resource Manager?

  • Ease of Admin: 6.7/10 (Category avg: 8.7/10)
  • Quality of Support: 6.7/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Oracle Cloud Infrastructure Resource Manager?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL
  • Phone: +1 (650) 506-7000

Who Uses This Product?

  • Company Size: 50% Medium, 50% Large

What Are Recent G2 Reviews of Oracle Cloud Infrastructure Resource Manager?

What Are G2 Users Discussing About Oracle Cloud Infrastructure Resource Manager?

Azure Automanage

Azure Automanage is a service designed to simplify the management of cloud and on-premises infrastructure by automating the configuration and monitoring of virtual machines (VMs). It enables IT administrators to apply consistent best practices across Windows Server and Linux VMs, whether they are hosted in Azure or in hybrid environments through Azure Arc. By automating routine tasks and enforcing compliance, Azure Automanage enhances operational efficiency and security. Key Features and Functionality: - Automated Configuration: Automatically deploys and configures Azure services such as Azure Monitor, Azure Backup, and Microsoft Defender for Cloud, ensuring VMs adhere to best practices. - Proactive Drift Detection and Remediation: Continuously monitors VMs for configuration deviations and automatically corrects them to maintain compliance and improve workload uptime. - Security Baselines: Applies and enforces security baselines to ensure continuous management and protection of VMs. - Customizable Profiles: Offers predefined configuration profiles for development, testing, and production environments, with the flexibility to create custom profiles tailored to specific organizational needs. - Hybrid Environment Support: Extends management capabilities to on-premises servers through Azure Arc, providing a unified management experience across hybrid infrastructures. Primary Value and Problem Solved: Azure Automanage addresses the complexity and resource intensity associated with managing VMs by automating the application of best practices and continuous monitoring. This automation reduces the risk of human error, enhances security posture, and ensures consistent compliance across all managed VMs. By streamlining these processes, organizations can focus more on strategic initiatives rather than routine maintenance tasks.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Azure Automanage?

  • Ease of Admin: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Azure Automanage?

  • Seller: Microsoft
  • Year Founded: 1975
  • HQ Location: Redmond, Washington
  • LinkedIn® Page: www.linkedin.com
    232,750 employees on LinkedIn®
  • Ownership: MSFT
  • Phone: +1 (877) 276-2464

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Azure Automanage?

BotKube

Botkube is an AI troubleshooting tool that helps Kubernetes users troubleshoot their clusters. It uses ChatGPT, Kubectl, and other K8s plugins to answer questions and give recommendations on troubleshooting Kubernetes clusters. The ChatOps management feature allows users to act on events directly in the collaboration platform (including mobile apps) by sending commands to the configured Kubernetes clusters. The collaboration feature allows monitoring and troubleshooting in an environment where you chat and collaborate throughout the day. You can work together with your team, see what actions have already been taken, and perform troubleshooting tasks from any location and device that supports the collaboration app.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate BotKube?

  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind BotKube?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of BotKube?

Bridgecrew

Bridgecrew is changing the way teams secure their cloud infrastructure. By leveraging security-as-code, Bridgecrew’s platform identifies and automatically fixes cloud infrastructure misconfigurations in both run-time and build-time.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Bridgecrew?

  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Bridgecrew?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Bridgecrew?

What Are G2 Users Discussing About Bridgecrew?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated October 3, 2024