# Best AIOps Platforms Software - 2026 Reviews & Pricing

> Find the best AIOps Platforms Software for your organization. Compare top AIOps Platforms Software systems with customer reviews, pricing, and free demos.

Source: https://www.softwareadvice.com/aiops-platforms

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# Best AIOps Platforms Software of 2026

Updated June 16, 2026

Written by [Supriya Deka](https://www.softwareadvice.com/resources/author/sdeka/)

Market Research Specialist

Edited by [Mehar Luthra](https://www.softwareadvice.com/resources/author/mehar-luthra/)

Team Lead, Content

On this page

1.  Popular Comparisons
2.  Buyers Guide
3.  Related Software

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43 results

### Compare Products

Showing 1 - 25 of 43 products

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**Sponsored**: Sorts listings by software vendors running active bidding campaigns, from the highest to lowest bid. Vendors who have paid for placement have a ‘Visit Website’ button, whereas unpaid vendors have a ‘Learn More’ button.  
  
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**Alphabetically (A-Z)**: Sorts listings by product name from A to Z.

New Relic is a cloud-based network monitoring and observability platform designed to help businesses analyze, optimize and troub...[Read more about New Relic](https://www.softwareadvice.com/devops/new-relic-one-profile/)

**4.5**

([195 reviews](https://www.softwareadvice.com/devops/new-relic-one-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Jira

+102 more

+101 more

+100 more

New Relic's Best Rated Features

5.0For Websites

See All

New Relic's Worst Rated Features

4.29Reporting/Analytics

See All

Site24x7 is a cloud-based website and server monitoring platform that helps small to large size businesses monitor websites, ser...[Read more about Site24x7](https://www.softwareadvice.com/cloud-management/site24x7-profile/)

**4.7**

([351 reviews](https://www.softwareadvice.com/cloud-management/site24x7-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Microsoft Teams

+8 more

+7 more

+6 more

Site24x7's Best Rated Features

4.90Activity Dashboard

See All

Site24x7's Worst Rated Features

3.84Cost Management

See All

ManageEngine OpManager Plus is an integrated IT operations management solution that offers comprehensive monitoring capabilities...[Read more about ManageEngine OpManager Plus](https://www.softwareadvice.com/aiops-platforms/manageengine-opmanager-plus-profile/)

**4.5**

([37 reviews](https://www.softwareadvice.com/aiops-platforms/manageengine-opmanager-plus-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Slack

Jira

+5 more

+4 more

+3 more

ManageEngine OpManager Plus's Best Rated Features

4.89Data Visualization

See All

ManageEngine OpManager Plus's Worst Rated Features

4.33Configuration Management

See All

CloudFabrix Composable Analytics is an analytics platform that provides data observability, AI-powered insights, and cloud cost ...[Read more about Fabrix.ai](https://www.softwareadvice.com/server-management/cfxpulse-profile/)

**4.5**

([2 reviews](https://www.softwareadvice.com/server-management/cfxpulse-profile/#reviews))

Free trial

Free version

[Runecast](https://www.softwareadvice.com/data-center-management/runecast-analyzer-profile/)

Runecast is a provider of one solution designed to help IT Security and Operations teams like yours effectively manage and mitig...[Read more about Runecast](https://www.softwareadvice.com/data-center-management/runecast-analyzer-profile/)

**4.9**

([34 reviews](https://www.softwareadvice.com/data-center-management/runecast-analyzer-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Jira

ServiceNow

+1 more

+0 more

+0 more

[SmythOS](https://www.softwareadvice.com/no-code-platform/smythos-profile/)

Introducing AI agents that can get real work done, autonomously or in a team. They learn your process, use your data, have infin...[Read more about SmythOS](https://www.softwareadvice.com/no-code-platform/smythos-profile/)

**4.9**

([21 reviews](https://www.softwareadvice.com/no-code-platform/smythos-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Mailchimp

GitHub

+7 more

+6 more

+5 more

SmythOS's Best Rated Features

5.0Pre-Built Modules

See All

SmythOS's Worst Rated Features

4.82Deployment Management

See All

[Better Stack](https://www.softwareadvice.com/product/185395-Better-Stack/)

Better Stack is an eBPF-based, AI SRE observability tool that helps you ship high-quality software faster. Monitor everything fr...[Read more about Better Stack](https://www.softwareadvice.com/product/185395-Better-Stack/)

**4.8**

([37 reviews](https://www.softwareadvice.com/product/185395-Better-Stack/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Trello

+32 more

+31 more

+30 more

Better Stack's Best Rated Features

5.0Uptime Reporting

See All

Better Stack's Worst Rated Features

4.67Alerts/Notifications

See All

[SysTrack](https://www.softwareadvice.com/remote-work/systrack-profile/)

SysTrack is an on-premise and cloud-based solution that helps businesses collect data from various endpoint environments to stre...[Read more about SysTrack](https://www.softwareadvice.com/remote-work/systrack-profile/)

**4.9**

([23 reviews](https://www.softwareadvice.com/remote-work/systrack-profile/reviews/))

Free trial

Free version

Integrations

Integrations

ServiceNow

Citrix Endpoint Management

+1 more

+0 more

+0 more

[Zenoss](https://www.softwareadvice.com/aiops-platforms/zenoss-cloud-profile/)

Zenoss is an AIOps platform designed to help businesses in the healthcare, finance, IT and other sectors analyze streaming data ...[Read more about Zenoss](https://www.softwareadvice.com/aiops-platforms/zenoss-cloud-profile/)

**4.8**

([14 reviews](https://www.softwareadvice.com/aiops-platforms/zenoss-cloud-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Slack

Zendesk Suite

+6 more

+5 more

+4 more

[Motadata ObserveOps](https://www.softwareadvice.com/aiops-platforms/motadata-dap-profile/)

Motadata ObserveOps is a full-stack observability platform that gives IT and operations teams complete visibility across their i...[Read more about Motadata ObserveOps](https://www.softwareadvice.com/aiops-platforms/motadata-dap-profile/)

**4.7**

([18 reviews](https://www.softwareadvice.com/aiops-platforms/motadata-dap-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Ubuntu

Windows 11

+7 more

+6 more

+5 more

Motadata ObserveOps's Best Rated Features

4.75Monitoring

See All

Motadata ObserveOps's Worst Rated Features

4.42Network Analysis

See All

[CodeScan](https://www.softwareadvice.com/continuous-integration/codescan-profile/)

AutoRABIT is the only complete DevSecOps platform for Salesforce developers. Incorporate static code analysis, data security, an...[Read more about CodeScan](https://www.softwareadvice.com/continuous-integration/codescan-profile/)

**4.8**

([14 reviews](https://www.softwareadvice.com/continuous-integration/codescan-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Salesforce Sales Cloud

GitHub

+7 more

+6 more

+5 more

[Netreo](https://www.softwareadvice.com/network-management/netreo-profile/)

Netreo is a cloud-based IT infrastructure management solution, which helps organizations manage applications, networks and syste...[Read more about Netreo](https://www.softwareadvice.com/network-management/netreo-profile/)

**4.7**

([29 reviews](https://www.softwareadvice.com/network-management/netreo-profile/#reviews))

Free trial

Free version

[Fosfor Decision Cloud](https://www.softwareadvice.com/product/366908-Fosfor-Refract/)

The Fosfor Decision Cloud provides everything you need to make better business decisions by unifying the components of your data...[Read more about Fosfor Decision Cloud](https://www.softwareadvice.com/product/366908-Fosfor-Refract/)

**4.9**

([7 reviews](https://www.softwareadvice.com/product/366908-Fosfor-Refract/#reviews))

Free trial

Free version

Integrations

Integrations

Snowflake

+0 more

+0 more

+0 more

[Avantra](https://www.softwareadvice.com/it-management/avantra-profile/)

Avantra is an on-premise and cloud-based software designed to help businesses using SAP leverage AI technology to automate and s...[Read more about Avantra](https://www.softwareadvice.com/it-management/avantra-profile/)

**4.7**

([11 reviews](https://www.softwareadvice.com/it-management/avantra-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Google Cloud

Microsoft Azure

+7 more

+6 more

+5 more

[Squirro](https://www.softwareadvice.com/artificial-intelligence/squirro-profile/)

Data finds purpose with Squirro, the first enterprise-ready generative AI for search, insights, and automation. Squirro develop...[Read more about Squirro](https://www.softwareadvice.com/artificial-intelligence/squirro-profile/)

**5.0**

([2 reviews](https://www.softwareadvice.com/artificial-intelligence/squirro-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Google Drive

Slack

+61 more

+60 more

+59 more

[Kentik](https://www.softwareadvice.com/server-monitoring/kentik-profile/)

Kentik is a cloud-based network management solution which assists network managers, network engineers and operators with data en...[Read more about Kentik](https://www.softwareadvice.com/server-monitoring/kentik-profile/)

**4.6**

([33 reviews](https://www.softwareadvice.com/server-monitoring/kentik-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

ServiceNow

+4 more

+3 more

+2 more

Kentik's Best Rated Features

4.79Network Analysis

See All

Kentik's Worst Rated Features

3.83IP Address Monitoring

See All

[BigPanda](https://www.softwareadvice.com/virtualization/bigpanda-profile/)

BigPanda is an AIOps solution that helps businesses streamline processes related to event correlation, outage resolution, incide...[Read more about BigPanda](https://www.softwareadvice.com/virtualization/bigpanda-profile/)

**4.5**

([2 reviews](https://www.softwareadvice.com/virtualization/bigpanda-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Slack

Asana

+16 more

+15 more

+14 more

[DX Application Performance Management](https://www.softwareadvice.com/product/411009-dx-application-performance-management/)

DX Application Performance Management allows businesses to monitor, discover and detect microservices-based clusters, projects, ...[Read more about DX Application Performance Management](https://www.softwareadvice.com/product/411009-dx-application-performance-management/)

**4.5**

([2 reviews](https://www.softwareadvice.com/product/411009-dx-application-performance-management/#reviews))

Free trial

Free version

Integrations

Integrations

Jenkins

BlazeMeter

+1 more

+0 more

+0 more

[Edge Delta](https://www.softwareadvice.com/aiops-platforms/edge-delta-profile/)

Edge Delta is a new way to do observability. We process your data as it's created and give you the freedom to route it anywhere....[Read more about Edge Delta](https://www.softwareadvice.com/aiops-platforms/edge-delta-profile/)

**4.5**

([2 reviews](https://www.softwareadvice.com/aiops-platforms/edge-delta-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Slack

Jira

+14 more

+13 more

+12 more

[Machine Learning on AWS](https://www.softwareadvice.com/decision-support/machine-learning-on-aws-profile/)

AWS provides the most comprehensive set of artificial intelligence (AI) and machine learning (ML) services. With a fully manage...[Read more about Machine Learning on AWS](https://www.softwareadvice.com/decision-support/machine-learning-on-aws-profile/)

**4.7**

([6 reviews](https://www.softwareadvice.com/decision-support/machine-learning-on-aws-profile/#reviews))

Free trial

Free version

[HPE GreenLake](https://www.softwareadvice.com/aiops-platforms/hpe-greenlake-profile/)

HPE GreenLake is a cloud management platform that allows businesses to create, manage and deploy applications in the cloud. It i...[Read more about HPE GreenLake](https://www.softwareadvice.com/aiops-platforms/hpe-greenlake-profile/)

**4.6**

([7 reviews](https://www.softwareadvice.com/aiops-platforms/hpe-greenlake-profile/#reviews))

Free trial

Free version

[Cybus Connectware](https://www.softwareadvice.com/bi/cybus-connectware-profile/)

Cybus Connectware integrates production and IT with a centralized, scalable data hub that collects, processes and distributes in...[Read more about Cybus Connectware](https://www.softwareadvice.com/bi/cybus-connectware-profile/)

**4.6**

([5 reviews](https://www.softwareadvice.com/bi/cybus-connectware-profile/#reviews))

Free trial

Free version

Integrations

Integrations

Tableau

Microsoft SQL Server

+7 more

+6 more

+5 more

[PagerDuty](https://www.softwareadvice.com/it-management/pagerduty-profile/)

PagerDuty is an incident management solution for monitoring systems and triggering alerts. Key features include monitoring aggre...[Read more about PagerDuty](https://www.softwareadvice.com/it-management/pagerduty-profile/)

**4.6**

([219 reviews](https://www.softwareadvice.com/it-management/pagerduty-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Google Workspace

+36 more

+35 more

+34 more

PagerDuty's Best Rated Features

4.80Mobile Alerts

See All

PagerDuty's Worst Rated Features

3.50Service Level Agreement (SLA) Management

See All

[LogicMonitor](https://www.softwareadvice.com/network-monitoring/logicmonitor-profile/)

LogicMonitor’s SaaS-based observability and IT operations data collaboration platform helps ITOps, developers, MSPs and business...[Read more about LogicMonitor](https://www.softwareadvice.com/network-monitoring/logicmonitor-profile/)

**4.6**

([119 reviews](https://www.softwareadvice.com/network-monitoring/logicmonitor-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Twilio

+5 more

+4 more

+3 more

LogicMonitor's Best Rated Features

4.88Remote Monitoring & Management

See All

LogicMonitor's Worst Rated Features

3.83Access Controls/Permissions

See All

[Datadog](https://www.softwareadvice.com/bi/datadog-profile/)

Datadog is the monitoring, security and analytics platform for developers, IT operations teams, security engineers and business ...[Read more about Datadog](https://www.softwareadvice.com/bi/datadog-profile/)

**4.6**

([360 reviews](https://www.softwareadvice.com/bi/datadog-profile/reviews/))

Free trial

Free version

Integrations

Integrations

Slack

Google Workspace

+123 more

+122 more

+121 more

Datadog's Best Rated Features

4.83Real-Time Reporting

See All

Datadog's Worst Rated Features

3.80Network Monitoring

See All

1

[2](https://www.softwareadvice.com/aiops-platforms/?page=2)

## Popular Comparisons

[

Splunk Enterprise vs Datadog

](https://www.softwareadvice.com/bi/datadog-profile/vs/splunk-enterprise/)[

New Relic vs Site24x7

](https://www.softwareadvice.com/devops/new-relic-one-profile/vs/site24x7/)[

ManageEngine OpManager Plus vs ManageEngine OpManager

](https://www.softwareadvice.com/it-management/manageengine-opmanager-profile/vs/manageengine-opmanager-plus/)[

Dynatrace vs LogicMonitor

](https://www.softwareadvice.com/network-monitoring/dynatrace-profile/vs/logicmonitor/)

As an IT professional, you work with dozens of tools that generate huge volumes of complex data in the form of logs, metrics, event records, and more.

With traditional IT operation monitoring techniques, it can take too long for your team to inspect the data from various systems and tools (in hybrid, diversified environments) to identify the root cause of issues. This will eventually affect service delivery and customer user experience.

AIOps is the application of artificial intelligence (AI) for IT operations. It helps IT Ops, DevOps, NetOps, and SecOps teams detect digital service issues faster and resolve them quickly, before it affects business operations and customers. This helps prevent outages, maintain uptime, and provide optimal service delivery.

This software can integrate with [IT service management software](https://www.softwareadvice.com/itsm/), [issue tracking](https://www.softwareadvice.com/issue-tracking/), [IT management software](https://www.softwareadvice.com/it-management/), and application performance management software to aggregate and summarize data from multiple sources in order to improve visibility across business services and applications within the IT infrastructure.

Given the many options available on the market, deciding which software to choose can be confusing. In this buyers guide, we’ve provided all the information you need to make the right purchase decision for your IT needs.

Here’s what we'll cover:

-   [What is AIOps platform software?](#WhatisAIOpsplatformsoftware)
    
-   [Common features of AIOps platforms software](#CommonfeaturesofAIOpsplatformssoftware)
    
-   [What type of buyer are you?](#Whattypeofbuyerareyou)
    
-   [Benefits of AIOps platforms](#BenefitsofAIOpsplatforms)
    
-   [Key considerations](#Keyconsiderations)
    
-   [Market trends to understand](#Markettrendstounderstand)
    

## What is AIOps platform software?

AIOps platforms, known as artificial intelligence for IT operations, is an application that automates and streamlines IT operations by applying artificial intelligence, machine learning, and analytics to big data. AIOps platforms collect massive amounts of IT data (big data) from various tools and devices, correlate data in a contextual form, and identify root causes of problems and recurring issues.

The insights from AIOps platform software can be turned into intelligent actions performed automatically, allowing IT professionals to make decisions faster and more accurately. Such platforms can alert SecOps, NetOps, DevOps and other IT teams of problems and opportunities which they can collectively observe, engage, and act on. This results in continuous improvements and fixes in core IT functions of an organization, which help avoid downtime and improve customer satisfaction.

_Reporting/analytics in Splunk Enterprise (_[Source](https://www.softwareadvice.com/aiops-platforms/splunk-enterprise-profile/)_)_

## Common features of AIOps platform software

**Data aggregation**

Collect, process, and summarize data from multiple sources in a report-based form for further data analysis.

**IT monitoring**

Gather metrics about the operations of an IT environment’s hardware and software to assess the performance of an IT infrastructure and network in real-time.

**Root cause analysis**

Determine the underlying cause of problems in hardware and software of an IT infrastructure. AIOps goes deep into the root of the problem more quickly than manual analysis.

[Artificial intelligence](https://www.softwareadvice.com/artificial-intelligence/)**/**

[Machine learning](https://www.softwareadvice.com/machine-learning/)

Analyze large data sets to find correlations and patterns and use these patterns to make predictions and provide valuable insights.

**Alerts/notifications**

Provide a means of alerting IT professionals faster by automatically generating alert messages and notifications when an issue is detected by the AIOps software.

[Incident management](https://www.softwareadvice.com/incident-management/)

Detect, investigate, and respond to incidents of unplanned events or service interruption. This helps the IT team restore a service to normal as quickly as possible after a disruption.

**Performance monitoring**

Diagnose performance and availability problems within the IT infrastructure and network. It is used to observe applications, log issues, trace, and alert DevSecOps teams about irregularities or issues with cloud or on-premise infrastructure.

**Reporting/analytics**

Deliver reports in the form of dashboards, graphics, or other forms to your IT teams and management in an easy-to-understand format. These reports about key metrics on IT infrastructure issues and performance can help you take action to resolve and improve the organization’s IT operations.

**Third-party integrations**

ntegrate with current tools within the organization, bringing together information, insights, and capabilities to improve visibility across all tools. Such tools typically integrate with [ITSM](https://www.softwareadvice.com/itsm/), monitoring tools, [issue tracking](https://www.softwareadvice.com/issue-tracking/), [IT management software](https://www.softwareadvice.com/it-management/), and application performance management software.

**Application security**

Identify and respond to security threats within developed applications. AIOps manages massive amounts of data collected from multiple sources to a central location, allowing better process and application security.

## What type of buyer are you?

Before evaluating AIOps platforms, you should assess what kind of buyer you are. The majority of buyers in this market belong to one of these categories:

-   **IT service providers:** IT organizations work on thousands of events that come from siloed systems in order to find issues that are the root cause of their client’s business service failure. Such organizations using legacy IT operations tools and manual processes can take hours to figure out the actual causes. This can result in service degradation, which will ultimately harm their clients who are dependent on their IT resources. AIOps solutions can help IT service providers proactively identify potential issues with the services and technology they deliver and correct them before they become major problems.
    
-   Such buyers should opt for an AIOps platform that provides flexible deployment, third-party integrations, and event and incident management capabilities. These capabilities will allow service providers to understand and predict business performance degradations and manage service level agreements (SLAs) related to business service availability and performance.
    
-   **Business with existing IT teams:** Buyers in this category belong to large organizations that have dedicated in-house IT teams for service management, performance management, and automation. Such companies often have their data siloed in multiple cloud environments and on-premise data centers. Due to this, the IT teams are often stuck in a loop of incidents and fixes. Using an AIOps platform will help the IT operations team improve risk management, deliver new services faster, and gain actionable reporting.
    
-   These users should look for a fully featured AIOps platform along with monitoring capabilities, automated problem detection, and data ingestion and storage capabilities. The tool should be able to handle multiple data sources such as log data, wire data, text data, metrics, and APIs. These capabilities will help in cost and capacity planning, increase end-to-end visibility of IT operations, and make these teams more efficient.
    

## Benefits of AIOps platforms

Below is a list of benefits you can expect from implementing AIOps platforms:

-   **Faster digital transformation:** AIOps platforms use self-learning algorithms backed by machine learning to identify and remediate any possible incidents in real-time via behavioral and historical data analysis. This provides you with greater control over your IT infrastructure and business applications. By allowing you to make better use of data, AIOps solutions will accelerate the digital transformation of your organization by enabling automation across areas of IT. As a result, it will help you innovate new products and services faster, reduce risks, and increase agility and resilience.
    
-   **Time and cost savings:** Your IT teams spend a lot of time managing mundane tasks and repetitive incidents that could be automated. Investing in an AIOps platform will help your IT operations teams detect and resolve problems faster, prioritize issues, and improve overall business performance. AI can automatically analyze volumes of data and network to find patterns in order to identify problems, and predict and prevent future ones. This not only saves a huge amount of time but also saves the cost by avoiding downtime and critical IT incidents.
    
-   **Data-driven decision-making:** AIOps help your organization correlate data from diverse sources and visualize key performance indicators and issues in a dashboard, providing a holistic view of your IT infrastructure. It leverages machine learning techniques in your IT operations for pattern matching, predictive analysis, and historical data analysis. As a result, it delivers data-driven automated responses to incidents, which eliminates human error. This allows your staff to focus more on solving the issues rather than detecting them.
    

## Key considerations

### Breadth of functionalities

Some AIOps tools work with any type of data, known as data-agnostic tools, while other AIOps tools work only with certain types of data in specific use cases. These are known as domain-specific tools. It is important to know your business needs before purchasing a software tool.

If your organization has a dedicated IT team for monitoring and developing applications, and your employees work with a variety of data types, it is advisable to purchase a data-agnostic AIOps tool. Such tools can be applied in a wide variety of use cases such as application performance monitoring, maintenance and upgrades of network infrastructure, and analysis of business or marketing data.

But, if your team operates within a specific domain with finite needs, then a data-agnostic AIOps platform might not offer all the dedicated features and functionalities required for your specific domain. You should go for a domain-specific tool that caters to your specific need, such as a tool focused on application performance monitoring, security operations, cloud capacity management, or network infrastructure.

When buying AIOps tools, expect to pay more for platforms that offer more than just the basic features. Tools that only offer domain-specific features will cost less than those of data-agnostic AIOps tools which provide more advanced functionalities.

## Market trends to understand

-   **AIOps solutions are integrating with observability platforms:** Observability platforms help examine the internal state of a system by examining the outputs. These tools collect data in the form of logs, metrics, and traces, and connect the dots between them to determine insights. [Integrating AIOps with observability platforms](https://www.visionet.com/blog/observability-and-aiops-the-essential-duo-for-effective-it-operations/) will reduce the time to predict and fix problems by automating the analysis of streams of data aggregated by observability tools in real-time, and turning them into actionable insights. By enabling better diagnostics, the technology empowers IT teams to have a deeper understanding of an organization’s operational data and system. Together, they provide insights required for automated issue remediation and zero-disruption operations, which helps DevOps teams to properly focus on the customer experience.
    

_Note: The application selected in this article is an example to show a feature in context and is not intended as an endorsement or recommendation. It has been obtained from sources believed to be reliable at the time of publication._

### Related AIOps Platforms Software

-   [IT Management Software](https://www.softwareadvice.com/it-management/)
-   [Network Monitoring Software](https://www.softwareadvice.com/network-monitoring/)
-   [Network Security Software](https://www.softwareadvice.com/network-security/)