# Best Cloud Infrastructure Automation Software - Page 4

## How Many Cloud Infrastructure Automation Software Products Does G2 Track?

**Total Products under this Category:** 116

### Category Stats (Aug 2026)

- **Average Rating:** 4.57/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Progress Chef (+1.74%) - Among all products in this category, Progress Chef recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank Cloud Infrastructure Automation Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 6,500+ Authentic Reviews
- 116+ 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](https://www.g2.com/categories/cloud-infrastructure-automation/grids.png?focus%5B%5D=54374&focus%5B%5D=1392&focus%5B%5D=17347&focus%5B%5D=19314&focus%5B%5D=1182671&focus%5B%5D=65521&focus%5B%5D=19003&focus%5B%5D=6516)

Highlighted products: VMware Cloud Foundation (VCF), GitHub, AWS CloudFormation, Nerdio Manager, Railway, NetApp ONTAP Data Management Software, GitLab, and Red Hat Ansible Automation Platform.

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=aws-aws-cloudformation&focus%5B%5D=nerdio-manager&focus%5B%5D=railway&focus%5B%5D=netapp-ontap-data-management-software&focus%5B%5D=gitlab&focus%5B%5D=red-hat-ansible-automation-platform)

**Sponsored**

### Google Cloud Run

Cloud Run is a fully-managed compute platform that lets you run your code in a container directly on top of Google's scalable infrastructure. Cloud Run is deisgned to make developers more productive—letting you focus on writing code in your favorite language, not managing infrastrucure.

[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=1662&secure%5Bchosen_at%5D=2026-08-02T05%3A07%3A14Z&secure%5Bdisplayable_resource_id%5D=1662&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1662&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=113987&secure%5Bresource_id%5D=1662&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcloud-infrastructure-automation%3F3433df04_page%3D1%26page%3D4&secure%5Btoken%5D=f7bf73cdd340bda72568b94ad31e93c99dac38fa18c336cc0bcc00f88955b395&secure%5Burl%5D=https%3A%2F%2Fcloud.google.com%2Frun%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-cloudrun%26utm_content%3D%257Bdevice%257D-%257Badgroupid%257D-%257Bnetwork%257D-%257Btargetid%257D-%257Bloc_physical_ms%257D-%257Bcampaignid%257D&secure%5Burl_type%5D=custom_url)

### [oak9](https://www.g2.com/products/oak9/reviews)

oak9’s cloud security platform integrates with your CI/CD pipeline, analyzes your Terraform configuration, recognizes your cloud application’s solution architecture and intelligently remediates security design gaps in your infrastructure. Use oak9 early in the lifecycle to deliver applications that are secure and compliant by design.

**Average Rating:** 4.5/5.0

**Total Reviews:** 5

#### How Do G2 Users Rate oak9?

- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Quality of Support:** 9.6/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)

#### Who Is the Company Behind oak9?

- **Seller:** [Oak9](https://www.g2.com/sellers/oak9)
- **Year Founded:** 2019
- **HQ Location:** Chicago, US
- **Twitter:** @oak9io  
182 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=51d35bd013c13c39e0281d6be2176ef7c66e522142442a32ff61a113e6d8000c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foak9%2Fmycompany%2F&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 80% Medium, 20% Small

#### What Are Recent G2 Reviews of oak9?

**["A new way of do businesses"](https://www.g2.com/survey_responses/oak9-review-9035075)**

**Rating:** 5.0/5.0 stars

_— William L._

[Read full review](https://www.g2.com/survey_responses/oak9-review-9035075)

**["Our DevOps and Compliance Teams Save Time with Oak9"](https://www.g2.com/survey_responses/oak9-review-6939798)**

**Rating:** 5.0/5.0 stars

_— rudy r._

[Read full review](https://www.g2.com/survey_responses/oak9-review-6939798)

### [Appvia](https://www.g2.com/products/appvia/reviews)

Unleash your team's potential with Appvia Wayfinder: your solution to cloud complexities. Boost productivity, ensure security, and bring clarity to your cloud infrastructure. Boost your developer velocity and transform cloud complexity into clarity with Appvia Wayfinder. This self-service platform is specifically designed to help you navigate the intricate labyrinth of the cloud, bolstering productivity while ensuring top-notch security. Does the thought of maintaining a secure, efficient, and scalable infrastructure keep you up at night? Wayfinder is your answer. Built on principles of isolation and least privilege, it provides a secure environment by default, thereby helping you rest easy knowing your resources are safe. We understand the cloud can seem like a maze. That's why we've created Wayfinder to simplify cloud navigation. It's a solution that enables your developers to easily provision and manage cloud resources - like giving them a GPS for the cloud. Wayfinder doesn't just streamline operations; it also gives platform teams the control they need. Define what your developers can and can't do, and then step back to let them work their magic. With Wayfinder, you're in the driver's seat, but you don't have to micromanage. Experience the joy of seeing all your clusters, apps, and cloud resources across all three major clouds in one place. It's like having a bird's eye view of your entire cloud infrastructure. Fear of missing out? Don’t let your competitors get ahead in the cloud game. Join the ranks of leading engineering teams worldwide who trust Appvia Wayfinder for their cloud deployments. So, why stay stuck in the cloud quandary when you can rise above it with Appvia Wayfinder? No more cloudy days; only clear skies with Wayfinder. Don't just take our word for it; experience it yourself. Because with Wayfinder, the only way is up!

**Average Rating:** 5.0/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Appvia?

- **Quality of Support:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.6/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Appvia?

- **Seller:** [Appvia](https://www.g2.com/sellers/appvia)
- **Year Founded:** 2018
- **HQ Location:** London, GB
- **Twitter:** @appvia\_io  
838 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6ad73f1d49b47cbcd4e475ac26c0ce1d2200590d9403eeb828dcff75f4dae8b8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fappvia&secure%5Burl_type%5D=linkedin_company_website)  
56 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of Appvia?

**["Efficient Cloud Management with Appvia Wayfinder"](https://www.g2.com/survey_responses/appvia-review-8181367)**

**Rating:** 5.0/5.0 stars

_— Kashif M._

[Read full review](https://www.g2.com/survey_responses/appvia-review-8181367)

**["Secured Boundaries and Enhanced Visibility"](https://www.g2.com/survey_responses/appvia-review-8184238)**

**Rating:** 5.0/5.0 stars

_— Keoni A._

[Read full review](https://www.g2.com/survey_responses/appvia-review-8184238)

### [Automic Automation](https://www.g2.com/products/broadcom-automic-automation/reviews)

CA Automic Release Automation is designed to help enterprises around the globe to automate millions of processes daily.

**Average Rating:** 4.6/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Automic Automation?

- **Ease of Admin:** 6.7/10 (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: 9.0/10)
- **Ease of Use:** 7.8/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Automic Automation?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

#### Who Uses This Product?

- **Company Size:** 83% Large, 17% Small

#### What Are Recent G2 Reviews of Automic Automation?

**["Great tool to automate complex ERP systems"](https://www.g2.com/survey_responses/automic-automation-review-9417591)**

**Rating:** 4.5/5.0 stars

_— Verified User in Automotive_

[Read full review](https://www.g2.com/survey_responses/automic-automation-review-9417591)

**["User of the tool from V6 to V21 Testing!!!"](https://www.g2.com/survey_responses/automic-automation-review-7879684)**

**Rating:** 5.0/5.0 stars

_— Sridhar K._

[Read full review](https://www.g2.com/survey_responses/automic-automation-review-7879684)

### [Kaholo](https://www.g2.com/products/kaholo/reviews)

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: 9.0/10)
- **Ease of Use:** 9.5/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Kaholo?

- **Seller:** [Kaholo](https://www.g2.com/sellers/kaholo)
- **Year Founded:** 2018
- **HQ Location:** Tel Aviv, IL
- **Twitter:** @KaholoIo  
25 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cb7d29f72020919669dc5b5d416855c60af160407d5c152a7672193f2f7ac64d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkaholo%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 70% Medium, 20% Small

#### What Are Recent G2 Reviews of Kaholo?

**["Create solutions"](https://www.g2.com/survey_responses/kaholo-review-8676428)**

**Rating:** 5.0/5.0 stars

_— Eli M._

[Read full review](https://www.g2.com/survey_responses/kaholo-review-8676428)

**["Low-Code DevOps Automation OpenSource Platform"](https://www.g2.com/survey_responses/kaholo-review-8516138)**

**Rating:** 4.5/5.0 stars

_— Eunice M._

[Read full review](https://www.g2.com/survey_responses/kaholo-review-8516138)

### [NetApp Cloud Volumes ONTAP](https://www.g2.com/products/netapp-cloud-volumes-ontap/reviews)

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: 9.0/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind NetApp Cloud Volumes ONTAP?

- **Seller:** [NetApp](https://www.g2.com/sellers/netapp)
- **Year Founded:** 1992
- **HQ Location:** Sunnyvale, California
- **Twitter:** @NetApp  
118,015 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=03ef34693caf2db4f0f1b0b6f59cc875a5d965731467ae3f27332b9e672139a7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2105%2F&secure%5Burl_type%5D=linkedin_company_website)  
12,682 employees on LinkedIn®
- **Ownership:** NASDAQ

#### 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 value the **comprehensive solutions** offered by NetApp Cloud Volumes ONTAP, enhancing performance and availability effectively.
- Users value the **powerful performance and reliability** of NetApp Cloud Volumes ONTAP for solution-oriented NAS storage.
- Users appreciate the **user-friendly interface** of NetApp Cloud Volumes ONTAP, enhancing their overall experience with the product.
- Users appreciate the **user-friendly interface and powerful CLI** of NetApp Cloud Volumes ONTAP for optimal performance.
- Users praise the **high availability** of NetApp Cloud Volumes ONTAP, ensuring reliable access to their data.

##### Cons

- Users find the **command line interface challenging** , especially with frequent GUI changes impacting usability and consistency.
- Users find the frequent GUI changes make NetApp Cloud Volumes ONTAP **not user-friendly** , preferring the command line interface instead.
- Users find the **poor interface design** frustrating, often preferring CLI over the frequently changing GUI.
- Users find the **frequent GUI changes** frustrating, ultimately preferring to rely on the CLI instead.
- Users find the **poor usability** of NetApp Cloud Volumes ONTAP frustrating due to frequent GUI changes, preferring CLI instead.

#### What Are Recent G2 Reviews of NetApp Cloud Volumes ONTAP?

**["Review of NetApp Cloud Volumes ONTAP"](https://www.g2.com/survey_responses/netapp-cloud-volumes-ontap-review-8142540)**

**Rating:** 5.0/5.0 stars

_— Sebastian M._

[Read full review](https://www.g2.com/survey_responses/netapp-cloud-volumes-ontap-review-8142540)

**["Efficient Cloud Data Management with NetApp Cloud Volumes ONTAP"](https://www.g2.com/survey_responses/netapp-cloud-volumes-ontap-review-7814117)**

**Rating:** 4.5/5.0 stars

_— Manoj K._

[Read full review](https://www.g2.com/survey_responses/netapp-cloud-volumes-ontap-review-7814117)

#### What Are G2 Users Discussing About NetApp Cloud Volumes ONTAP?

- [What are the three benefits of NetApp cloud volumes ONTAP?](https://www.g2.com/discussions/what-are-the-three-benefits-of-netapp-cloud-volumes-ontap)
- [How does cloud volumes ONTAP work?](https://www.g2.com/discussions/how-does-cloud-volumes-ontap-work)
- [What is NetApp ONTAP used for?](https://www.g2.com/discussions/netapp-cloud-volumes-ontap-what-is-netapp-ontap-used-for)
- [What is NetApp cloud volume ONTAP?](https://www.g2.com/discussions/what-is-netapp-cloud-volume-ontap)

### [CloudShell](https://www.g2.com/products/cloudshell/reviews)

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: 9.0/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind CloudShell?

- **Seller:** [QualiSystems](https://www.g2.com/sellers/qualisystems)
- **Year Founded:** 2007
- **HQ Location:** Austin, Texas, United States
- **Twitter:** @QualiSystems  
1,293 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6660db7eb146549c40711bd881dfd01752d53f3404dad8754ea047936cbd463a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fqualisystems%2F&secure%5Burl_type%5D=linkedin_company_website)  
121 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 25% Large

#### What Are Recent G2 Reviews of CloudShell?

**["Simplify Network Infrastructure and Lab Deployment with CloudShell"](https://www.g2.com/survey_responses/cloudshell-review-7096324)**

**Rating:** 5.0/5.0 stars

_— John K._

[Read full review](https://www.g2.com/survey_responses/cloudshell-review-7096324)

**["CloudShell - the ultimate automation framework to deliver your technology as a service"](https://www.g2.com/survey_responses/cloudshell-review-5074996)**

**Rating:** 5.0/5.0 stars

_— Chuck R._

[Read full review](https://www.g2.com/survey_responses/cloudshell-review-5074996)

#### What Are G2 Users Discussing About CloudShell?

- [Why should I use Paystack?](https://www.g2.com/discussions/cloudshell-why-should-i-use-paystack)
- [Why should I use Paystack?](https://www.g2.com/discussions/why-should-i-use-paystack)
- [What is Paystack built with?](https://www.g2.com/discussions/what-is-paystack-built-with)
- [How does Google Cloud Shell work?](https://www.g2.com/discussions/how-does-google-cloud-shell-work)
- [What is GCP CloudShell?](https://www.g2.com/discussions/what-is-gcp-cloudshell)

### [IBM Cloud Schematics](https://www.g2.com/products/ibm-cloud-schematics/reviews)

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: 8.8/10)

#### Who Is the Company Behind IBM Cloud Schematics?

- **Seller:** [IBM](https://www.g2.com/sellers/ibm)
- **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®
- **Ownership:** SWX:IBM

#### Who Uses This Product?

- **Company Size:** 67% Large, 33% Medium

#### What Are Recent G2 Reviews of IBM Cloud Schematics?

**["Review for IBM Cloud Schematics "](https://www.g2.com/survey_responses/ibm-cloud-schematics-review-1242907)**

**Rating:** 4.5/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/ibm-cloud-schematics-review-1242907)

**["Conformity and integrity"](https://www.g2.com/survey_responses/ibm-cloud-schematics-review-4267977)**

**Rating:** 5.0/5.0 stars

_— Verified User in Airlines/Aviation_

[Read full review](https://www.g2.com/survey_responses/ibm-cloud-schematics-review-4267977)

#### What Are G2 Users Discussing About IBM Cloud Schematics?

- [What is IBM Cloud Schematics used for?](https://www.g2.com/discussions/what-is-ibm-cloud-schematics-used-for)

### [LocalOps](https://www.g2.com/products/localops/reviews)

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:** 3

#### 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: 8.8/10)

#### Who Is the Company Behind LocalOps?

- **Seller:** [LocalOps](https://www.g2.com/sellers/localops)
- **Year Founded:** 2023
- **HQ Location:** Chennai, IN
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=159e4b914dcba5be0fbfc1c73510eeb83e5aca8cd70904ee4f1709b393a443bc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flocalops-inc&secure%5Burl_type%5D=linkedin_company_website)  
5 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of LocalOps?

**["LocalOps Makes AWS Simple—Easy Setup, Smooth Deploys, and Amazing Support"](https://www.g2.com/survey_responses/localops-review-12956837)**

**Rating:** 5.0/5.0 stars

_— Josh K._

[Read full review](https://www.g2.com/survey_responses/localops-review-12956837)

**["Easy BYOC/In-VPC deployments"](https://www.g2.com/survey_responses/localops-review-12871069)**

**Rating:** 5.0/5.0 stars

_— Gaurav V._

[Read full review](https://www.g2.com/survey_responses/localops-review-12871069)

### [(R)?ex](https://www.g2.com/products/r-ex/reviews)

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: 9.0/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.8/10)

#### Who Is the Company Behind (R)?ex?

- **Seller:** [Rex](https://www.g2.com/sellers/rex)
- **Year Founded:** 2014
- **HQ Location:** N/A
- **Twitter:** @RexOps  
79 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

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

**["Great Software"](https://www.g2.com/survey_responses/r-ex-review-5042140)**

**Rating:** 5.0/5.0 stars

_— Matt N._

[Read full review](https://www.g2.com/survey_responses/r-ex-review-5042140)

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

- [What is (R)?ex used for?](https://www.g2.com/discussions/what-is-r-ex-used-for)

### [Itential Platform](https://www.g2.com/products/itential-platform/reviews)

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: 8.8/10)

#### Who Is the Company Behind Itential Platform?

- **Seller:** [Itential](https://www.g2.com/sellers/itential)
- **Company Website:** www.itential.com
- **Year Founded:** 2014
- **HQ Location:** Atlanta, Georgia, United States
- **Twitter:** @Itential  
973 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2a2eca5890a7826a97de12a8686895dabc98310cbda37411d88fde8a04978cf8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fitential%2F&secure%5Burl_type%5D=linkedin_company_website)  
180 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 60% Large, 40% Small

#### What Are Recent G2 Reviews of Itential Platform?

**["its providing a network automation in various different sectors ."](https://www.g2.com/survey_responses/itential-platform-review-6501978)**

**Rating:** 4.5/5.0 stars

_— Sharath C._

[Read full review](https://www.g2.com/survey_responses/itential-platform-review-6501978)

**["Itential has proven to be the right overlay technology to meet our automation needs."](https://www.g2.com/survey_responses/itential-platform-review-11435269)**

**Rating:** 5.0/5.0 stars

_— Verified User in Insurance_

[Read full review](https://www.g2.com/survey_responses/itential-platform-review-11435269)

#### What Are G2 Users Discussing About Itential Platform?

- [What is Itential used for?](https://www.g2.com/discussions/what-is-itential-used-for)

### [Kubefirst](https://www.g2.com/products/kubefirst/reviews)

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: 9.0/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Kubefirst?

- **Seller:** [KubeShop](https://www.g2.com/sellers/kubeshop)
- **Year Founded:** 2023
- **HQ Location:** Wilmington, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c2e55bbc1ac1f027e722999c6a4008e14729ba8ca870aee7423864bdc312d917&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftestkube%2F&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small, 50% Large

#### What Are Recent G2 Reviews of Kubefirst?

**["Best platform to get started with kubernetes tools instantly"](https://www.g2.com/survey_responses/kubefirst-review-9313572)**

**Rating:** 4.5/5.0 stars

_— Aryan C._

[Read full review](https://www.g2.com/survey_responses/kubefirst-review-9313572)

**["Open Source Platform for Infra Management and Application Delivery"](https://www.g2.com/survey_responses/kubefirst-review-9311773)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/kubefirst-review-9311773)

### [MachPanel](https://www.g2.com/products/machpanel/reviews)

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: 8.8/10)

#### Who Is the Company Behind MachPanel?

- **Seller:** [MachSol](https://www.g2.com/sellers/machsol)
- **Year Founded:** 1985
- **HQ Location:** Yorba Linda, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=57bc93993f2bf7024df64a8f75916c643c1533ea52f19137b3ec904a9c933f27&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmachsol&secure%5Burl_type%5D=linkedin_company_website)  
22 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of MachPanel?

**["Best experience while automating cloud business with efficient MachPanel platform"](https://www.g2.com/survey_responses/machpanel-review-8324396)**

**Rating:** 4.5/5.0 stars

_— Niket S._

[Read full review](https://www.g2.com/survey_responses/machpanel-review-8324396)

**["Reliable Cloud Service"](https://www.g2.com/survey_responses/machpanel-review-8284793)**

**Rating:** 4.0/5.0 stars

_— Jhuma K._

[Read full review](https://www.g2.com/survey_responses/machpanel-review-8284793)

### [Oracle Cloud Infrastructure Resource Manager](https://www.g2.com/products/oracle-cloud-infrastructure-resource-manager/reviews)

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: 9.0/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Oracle Cloud Infrastructure Resource Manager?

- **Seller:** [Oracle](https://www.g2.com/sellers/oracle)
- **Year Founded:** 1977
- **HQ Location:** Austin, TX
- **Twitter:** @Oracle  
827,997 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a14fcbcd818b49d781453c19628a9479a70cc1e8e335e54c876392ab5f543da3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1028%2F&secure%5Burl_type%5D=linkedin_company_website)  
208,078 employees on LinkedIn®
- **Ownership:** NYSE:ORCL

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

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

**["OCI Resource Manager - Next level automation"](https://www.g2.com/survey_responses/oracle-cloud-infrastructure-resource-manager-review-5043207)**

**Rating:** 4.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/oracle-cloud-infrastructure-resource-manager-review-5043207)

**["Oracle at work"](https://www.g2.com/survey_responses/oracle-cloud-infrastructure-resource-manager-review-4975756)**

**Rating:** 5.0/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/oracle-cloud-infrastructure-resource-manager-review-4975756)

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

- [Which three are capabilities of Oracle Cloud Infrastructure data Catalog service?](https://www.g2.com/discussions/oracle-cloud-infrastructure-resource-manager-which-three-are-capabilities-of-oracle-cloud-infrastructure-data-catalog-service)
- [What are the features of Oracle cloud?](https://www.g2.com/discussions/oracle-cloud-infrastructure-resource-manager-what-are-the-features-of-oracle-cloud)
- [Which of these are features of OCI compute service?](https://www.g2.com/discussions/which-of-these-are-features-of-oci-compute-service)

### [Automic Automation](https://www.g2.com/products/automic-automation-2024-04-12/reviews)

CA Technologies is the leader in business automation. Customers rely on Automic Continuous Delivery Automation (formerly CA Continuous Delivery Automation) to drive continuous delivery across the enterprise for their cloud-native apps, core packaged apps, classic middleware apps and legacy mainframe apps. Automic Continuous Delivery Automation empowers digital transformation giving businesses the agility, speed and reliability required to stay competitive in the digital age. Partner with CA Technologies to provide consistent, repeatable and auditable deployments across all of your continuous delivery pipelines.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Automic Automation?

- **Ease of Admin:** 6.7/10 (Category avg: 8.7/10)
- **Quality of Support:** 8.3/10 (Category avg: 9.0/10)
- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Automic Automation?

- **Seller:** [Broadcom](https://www.g2.com/sellers/broadcom-ab3091cd-4724-46a8-ac89-219d6bc8e166)
- **Year Founded:** 1991
- **HQ Location:** San Jose, CA
- **Twitter:** @broadcom  
63,909 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=093adce8015fea9ef126312884b465dc8e3c20e17dcb12fbb77a7bd82577e7a5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbroadcom%2F&secure%5Burl_type%5D=linkedin_company_website)  
55,094 employees on LinkedIn®
- **Ownership:** NASDAQ: CA

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Automic Automation?

**["Automate ETL/business workloads"](https://www.g2.com/survey_responses/automic-automation-review-8777059)**

**Rating:** 4.0/5.0 stars

_— Anjani S._

[Read full review](https://www.g2.com/survey_responses/automic-automation-review-8777059)

### [Azure Automanage](https://www.g2.com/products/azure-automanage/reviews)

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: 9.0/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)

#### Who Is the Company Behind Azure Automanage?

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft  
13,091,739 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9458f51bd6ded48ad432a804f19ad736469f007787569b63827154231c315630&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmicrosoft%2F&secure%5Burl_type%5D=linkedin_company_website)  
231,632 employees on LinkedIn®
- **Ownership:** MSFT

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Azure Automanage?

**["Awesome Azure AutoManage"](https://www.g2.com/survey_responses/azure-automanage-review-7859960)**

**Rating:** 4.0/5.0 stars

_— aswath k._

[Read full review](https://www.g2.com/survey_responses/azure-automanage-review-7859960)

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Similar Categories

- [Continuous Delivery](/categories/continuous-delivery-tools)
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[Browse Cloud Infrastructure Automation Themes](/categories/cloud-infrastructure-automation/themes)

 ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello")
AC

Researched and written by [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)

Updated October 3, 2024

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 implementing "infrastructure as code" or performing continuous configuration automation. Developers will create templated infrastructure to run their application code, review code, 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 preconfigured 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](https://www.g2.com/categories/continuous-delivery) process. A number 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 to all configuration management tools.

To qualify for inclusion in the Cloud Infrastructure Automation category, a product must:

- Facilitate the definition and configuration of cloud infrastructure
- Allow the recreation of that infrastructure state in a templated form
- Automate the enforcement of the infrastructure definitions
- Integrate with other DevOps tools for complete continuous delivery

Show More