Julian Canlas
Julian Canlas

Founder of Embarque. julian@embarque.io

Best AIOps Tools We Tried For Every Use

The fast-paced landscape of IT demands tools that can match the dynamism and scale of modern operations. AIOps tools have gained popularity as indispensable assets for navigating the complexities of software development and IT operations in our evolving tech era.

Driven by Artificial Intelligence (AI), these tools aren't just a trend–they're a strategic necessity, essential for streamlining processes and improving efficiency.

In this Instatus article, you’ll understand the importance of the AIOps tool to harness your full potential in the ever-evolving tech world. Plus, we’ll discuss the best AIOps tools we’ve tried that you should check out.

Let’s get started!

What is AIOps?

AIOps, or Artificial Intelligence for IT Operations, represents a transformative approach to managing and optimizing IT environments.

Unlike traditional methods that often rely on manual intervention and reactive responses, AIOps uses advanced algorithms and machine learning to automate and enhance various IT functions – this includes monitoring, event correlation, anomaly detection, and even problem resolution.

What are AIOps Tools?

AIOps tools represent a category of advanced solutions designed to revolutionize the management and optimization of IT environments. These tools harness the capabilities of Artificial Intelligence (AI) and machine learning to automate and enhance various aspects of IT operations.

Source: Railway Status Page

Instatus emerges as a valuable tool within the AIOps landscape, offering a swift solution for creating visually appealing status pages. By providing a beautiful status page within seconds, Instatus aligns with the principles of AIOps, ensuring that monitoring and communication regarding issues occur seamlessly and efficiently.

Why Are AIOps Tools Important?

Here are some of the reasons why AIOps tools are important:

Proactive Issue Identification

AIOps tools excel in proactive issue identification, leveraging AI to analyze patterns and anomalies in real-time data. By predicting and addressing potential problems before they escalate, these tools empower organizations to maintain operational continuity and minimize disruptions.

Handling Big Data and Complexity

In the era of big data and complex IT environments, AIOps tools shine by efficiently processing and correlating vast datasets. The automation and intelligence they bring to the table enable organizations to navigate intricate networks and diverse data sources, ensuring a more streamlined and effective approach to IT management.

Root Cause Analysis

AIOps tools play a pivotal role in root cause analysis by swiftly identifying the source of issues. Through advanced algorithms and machine learning, these tools go beyond surface-level symptoms, providing IT teams with insights into the underlying causes of disruptions. This capability not only accelerates issue resolution but also contributes to long-term system optimization.

Criteria To Consider When Choosing AIOps Tools

Choosing the right AIOps tools involves a thoughtful evaluation of certain factors. Here are some criteria to consider:

  • Complexity: Consider the complexity of your IT environment, ensuring the chosen AIOps tool aligns with the intricacies of your systems, processes, and overall operational structure.
  • Network Size and Complexity: Evaluate the scalability of the AIOps tool to accommodate the size and complexity of your network, ensuring it can effectively handle the scope of your IT infrastructure.
  • Data Sources: Assess the tool's ability to integrate with diverse data sources, providing a comprehensive view of your IT landscape and enabling more accurate insights and predictions.
  • Machine Learning Capabilities: Look for AIOps tools with robust machine learning capabilities to ensure advanced analysis, anomaly detection, and predictive insights that enhance your organization's proactive issue resolution.
  • Technical Considerations: Take into account the technical requirements and compatibility of the AIOps tool, ensuring seamless integration with your existing IT systems and infrastructure.
  • Cost Optimization: Consider the cost structure of the AIOps tool, ensuring it aligns with your budget while providing the necessary features and capabilities to optimize your IT operations effectively.
  • Collaboration and Communication: Evaluate the tool's collaboration and communication features to facilitate seamless interaction among IT teams, promoting effective coordination in issue resolution and system optimization.
  • Visualization and Reporting: Assess the visualization and reporting capabilities of the AIOps tool, ensuring it provides clear and actionable insights through user-friendly interfaces and comprehensive reporting features.
  • Vendor Offerings: Examine the offerings and support provided by the vendor, considering factors such as training, customer support, and future updates to ensure a sustainable and beneficial partnership for your organization.

Best AIOps Tools

Check out the best AIOps Tools that you should consider:

  1. Instatus
  2. BigPanda
  3. Datadog
  4. Splunk
  5. Moogsoft
  6. LogicMonitor
  7. PagerDuty

1. Instatus

Instatus serves as a valuable solution for efficiently managing and communicating the status of your services. With its user-friendly interface, the platform enables you to swiftly create an aesthetically pleasing status page, allowing you to inform customers about potential issues before they reach out.

Key Features

  • Monitoring Types: Observe and track the performance of various elements such as website, API, keyword, SSL, TCP, Ping, and DNS monitoring.
  • Intuitive status pages: Craft clear and user-friendly status pages that intuitively convey the current state of your services
  • Integrated monitoring: Seamlessly integrate with tools such as Runscope, HetrixTools, Grafana, and many more to provide a comprehensive view of your system's health
  • On-call scheduling: Facilitate efficient issue resolution by implementing on-call scheduling
  • Multi-language support: Enhance accessibility and user experience by incorporating multi-language support.
  • Customization & branding: Customize your Instatus status page to align seamlessly with your brand identity, incorporating your logo, preferred colors, diverse designs, and even custom HTML, CSS, and JavaScript.


Instatus offers four pricing plans: Free ($0), Pro ($15/month, billed annually), Business ($225/month, billed annually), and Enterprise (custom pricing).

2. BigPanda

BigPanda stands as an AI-powered ITOps platform designed to streamline operational workflows by automatically identifying and categorizing actionable alerts. By leveraging artificial intelligence, the platform not only enhances efficiency in incident response but also proactively works to prevent potential disruptions, ensuring continuous service availability for seamless operations. Check out our list of the 10 best incident management tools here.

Key Features

  • Workflow automation: Enhance operational efficiency by implementing workflow automation.
  • Unified analytics: Consolidate data from various sources into a unified analytics platform.
  • Integrations: Foster a connected and collaborative IT ecosystem by incorporating integrations.


There’s no pricing available on their website, you’ll need to contact their team directly for more information about their pricing.

3. Datadog

Datadog offers a modern monitoring and security solution that provides unparalleled visibility into diverse technology stacks and applications across any scale and location.  Their SaaS-based infrastructure monitoring empowers engineering teams with comprehensive metrics, visualizations, and alerting capabilities, ensuring effective maintenance, optimization, and security for cloud or hybrid environments.

Key Features

  • Infrastructure monitoring: Gain comprehensive insights into your system's health and performance by tracking and analyzing various components.
  • Application performance monitoring: Enhance the user experience and troubleshoot efficiently by assessing the performance and behavior of applications.
  • Incident management: Streamline incident response and resolution through facilitating a systematic approach.


Datadog offers a comprehensive range of pricing plans: Free ($0), Pro ($15/host/month), Enterprise ($23/host/month), DevSecOps Pro ($22/host/month), and DevSecOps Enterprise ($34/host/month).

4. Splunk

Splunk serves as a crucial tool for maintaining the secure and uninterrupted operation of digital systems. It goes beyond conventional monitoring, using artificial intelligence to identify potential risks and threats before they escalate into significant incidents. With a focus on absorbing shocks and rapidly restoring critical services, Splunk minimizes the impact of outages and breaches, ensuring the resilience of enterprise operations.

Key Features

  • Application performance monitoring: Gain insights into the efficiency and behavior of applications in real-time.
  • Infrastructure monitoring: Ensure the seamless operation of your digital infrastructure by monitoring and analyzing various components.
  • Real user monitoring: Enhance user satisfaction by tracking and analyzing the real-time experiences of individuals interacting with your applications.


Splunk offers flexible pricing plans tailored to your specific different needs. You’ll need to request an estimate quote.

5. Moogsoft

Moogsoft stands as a solution designed to safeguard continuous system availability through automated noise reduction, correlation, and collaborative incident workflow management. Leveraging machine learning and advanced correlation, Moogsoft goes beyond traditional incident detection, anticipating issues before they occur.

Key Features

  • Anomaly detection: Identify deviations from normal patterns, allowing for the early recognition of irregularities or potential issues in the system.
  • Custom integration: Ensure a cohesive operational ecosystem without the need for extensive modifications.
  • Collaboration: Enhance incident resolution through collaborative features.


No pricing is available on their website. Please contact their sales team directly for more information about their pricing.

6. LogicMonitor

LogicMonitor stands as a user-friendly solution for proactive IT improvement and issue prevention, SaaS-based automated monitoring software that swiftly deploys within minutes. Designed for both infrastructure and applications, the platform's advanced features streamline troubleshooting, minimizing the need for extensive remediation efforts and fostering a culture of innovation within IT operations.

Key Features

  • Network monitoring: Employs real-time data analysis to track and assess network performance.
  • Server monitoring: Collects and analyzes critical metrics to optimize overall server performance.
  • Website monitoring: Actively tracks and analyzes the performance of websites.


Logic Monitoring’s pricing depends on the features you need. Contact their sales team to learn more about their pricing.

7. PagerDuty

PagerDuty functions as a comprehensive platform aiming to streamline incident response and resolution by leveraging automation and orchestration capabilities. With a focus on reducing alert noise through AIOps, PagerDuty accelerates the incident triage process, automating and orchestrating responses for faster issue resolution. Here are the best PagerDuty alternatives you should check out.

Key Features

  • AIOps: Leverages artificial intelligence to intelligently analyze and prioritize alerts.
  • Incident response: Automates and orchestrates responses which accelerate the resolution of issues.
  • Status pages: Provides a centralized and transparent source of truth for operational status.


PagerDuty has four pricing options: Free, Professional ($21/month), Business ($41/month), and Digital Operations (custom pricing).


The proactive and intelligent approach offered by AIOps tools aligns seamlessly with the demands of modern IT environments, making them indispensable for organizations aiming to stay ahead of operational challenges.

Instatus creates aesthetically pleasing status pages, coupled with proactive issue communication, which sets it apart. Instatus provides a user-friendly interface that caters to the diverse needs of organizations, enabling them to maintain transparency, minimize downtime, and build trust with their user base.

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