Artificial Intelligence for IT Operations (AIOps) is a powerful technology that applies artificial intelligence, machine learning, and natural language processing to traditional IT operation tasks. This technology aids IT Ops, DevOps, and SRE teams in quickly identifying issues before they become disruptive to customers and business operations.
By automating the analysis of huge amounts of data from modern IT environments. AIOps tools allow teams to make faster decisions, prevent outages, and achieve continuous service assurance at high speeds. Digital transformation is dependent on cutting-edge IT operations, and AIOps is a viable option to stay ahead of your competition.
There are many options and tools available for those who want to incorporate AIOps in their business processes.
Top 10 AIOps Platforms & Tools
This is our top-rated AIOps platform and tool list:
which was established in 2008 and then acquired by Cisco in 2017, AppDynamics is a company that specializes in application performance monitoring. They have grown to be a leading AIOps and application performance monitoring platform worldwide.
It provides full-stack, business-centric insight from the AIOps platform and helps technologists stay ahead of possible digital performance issues that may arise from traditional infrastructure or cloud-native technologies.
AppDynamics provides key insights for IT technologists by combining AI/ML capabilities and APM Agent Installation and APIs. It also builds and integrates APIs and extensions. These AIOps solutions will help them to identify emerging problems before they become widespread.
AppDynamics has many top-rated features, including:
- Business-centric, full-stack insights
- Digital performance issues can be addressed with the help of experts
- Artificial Intelligence/ML capabilities
- APM Agent Installation and APIs
Also read: Top 12 Artificial Intelligence Tools That Can Help You Scale Your Business
Datadog is a cloud-driven data management platform and monitoring tool that is extremely useful and caters to many IT teams, developers, security engineers, and other IT professionals.
Watchdog is not only a root cause analysis tool, but also a system assistant. . Datadog also provides its users with application performance monitoring (APM), as well additional support is available in the form of log management, security, network, and real user monitoring.
Its ability to monitor a large number of resources including cloud resources, containers, databases, network devices, applications, and servers is quite impressive and limits more time spent on troubleshooting. This reduces the time needed to troubleshoot. Datadog’s seamless integration into other systems is what makes it stand out, 250 built-in tools and services for maximum efficiency
DataDog’s top features include:
- Automated infrastructure monitoring
- Real-time observation
- Integration of platforms
- Built-in ML for environment management
suggested by Gartner, BigPanda is an AIOps tool that can make IT Ops, NOC, and DevOps teams more productive. BigPanda uses powerful Open Box machine learning to convert IT noise into valuable insights.
The platform Intelligently automates cluster administration and consolidates disparate IT operations. BigPanda’s Ops-Aware Inbox can be used to help users keep track of their notifications. Its innovative machine-learning component dramatically reduces false positives by at least 95%. Organizations that depend on their IT operations’ effectiveness will find this makes it easier to make decisions faster.
BigPanda’s top features include:
- Gartner recommends
- Open Box machine learning
- IT noise into insights
- Automated cluster management
4. New Relic
New Relic is a specialist in applying intelligence to organizations to help them detect, understand and focus on incidents more quickly. They provide noise reduction, pattern discrepancy decrease, and deeper insight.
They also provide detailed reports like availability testing, event logs, event-based reporting, and event-based reports, real-time monitoring, and transactional monitoring, as well as uptime and downtime statistics. AIOps users have greater benefits thanks to the New Relic One platform’s AI capabilities. It can gather the necessary information through its agents.
It also offers services for SaaS, iOS, and Android apps, as well as 24/7 online support.
New Relic’s top features include:
- Reduced noise and reduced pattern discrepancy
- Detailed reports
- New Relic One platform
- 24/7 support
5. IBM Instant Enterprise Observability
Instana is a full-stack observation platform, that has been integrated into IBM’s AIOps portfolio. It provides enterprises with the best application performance monitoring (APM), capabilities.
This platform is state-of-the-art and has been designed for cloud-native applications and microservices applications. It collects observation data from multiple cloud environments. Instana’s AI-powered insights can quickly identify root causes and provide automated support for CI/CD platforms. This allows users to quickly make actionable suggestions that will improve their experience regardless of where they are located.
Instana’s top features include:
- Automated data discovery, monitoring
- Delivers actionable intelligence
- Incorporated in IBM’s AIOps portfolio
- Automated root cause analysis
Moogsoft is an AI-driven platform for observability and self-service that provides deep and immediate visibility into IT issues and is designed to do this. It is a domain-agnostic AIOps tool that reduces noise and provides analytics to determine causalities.
Moogsoft also integrates with other resources to gather the information needed and acts as the manager or managers, streamlining UX for end-users.
Moogsoft facilitates a seamless user experience. It can track multiple IT managers simultaneously, reducing the complexity of any task.
Moogsoft’s top features include:
- Self-servicing AI-driven platform
- Live visibility of IT issues in real-time
- Integrates with other resources
- “Manager of managers”
LogicMonitor is a cloud-based SaaS platform designed to facilitate monitoring and automated alerting. Its extensive suite of more than 1000 automation tools makes it one of today’s most popular AIOps platforms.
This platform is unique because of its advanced network of anomaly detection and root cause analysis, AI baselining, AI-based baselining, IT operation management powered with artificial intelligence, and IT operations management. These features allow users to automate processes and provide early warning systems that can automatically anticipate possible issues. This combination of advanced capabilities makes LogicMonitor a valuable tool to optimize infrastructure performance.
LogicMonitor’s top features include:
- Capabilities for incident response
- Forecasting the demand
- Advanced monitoring
- Trend prediction
Also read: AIaaS : What is Artificial Intelligence as a Service, Type and Platform
8. Splunk Enterprise
Splunk Enterprise is a powerful tool designed to improve the efficiency of data pipelines for organizations. It provides businesses with valuable insights into their performance through its automatic data collection and visualization capabilities. They can then use this information to make informed decisions and quickly spot any discrepancies within their systems.
The platform’s ability to index data allows companies to find information quicker while also leveraging its analytic capabilities, end-to-end monitoring, and end-to-end service monitoring in order to provide the best service delivery. This is all done knowing that data is the key to a successful operation and Splunk Enterprise allows organizations to capitalize on this resource more effectively.
Splunk Enterprise has many top-notch features, including:
- Real-time alerts
- Visualized metrics
- Automated data collection
- Capable of indexing data
PagerDuty is a single AIOps platform designed to ensure that digital systems are always running smoothly and in order. It’s easy to use, quick to deploy and provides immediate results. There is no alerting mechanism, but it allows for rotations of calls, easy escalations, and multiple contact methods.
PagerDuty is a great tool to monitor critical IT assets but it’s also very cost-effective. It also integrates with many third-party APIs and apps. For enhanced visibility, other members of the team can track notifications sent through these services in real time. PagerDuty’s simple operation and excellent documentation make it a game-changer for many IT companies.
PagerDuty’s top features include:
- Single AIOps platform
- It’s easy to use
- Many integrations are possible with third-party APIs and apps
- Real-time notification tracker
BMC provides a range of products that help to map, log and manage your IT infrastructure. They have a large number of partnerships with some of the most respected names in the networking and cloud space.
BMC’s unique open-data access model allows for more accuracy and analysis than ever before. It uses different data clusters to store streaming and historical data. The SaaS extension uses an agnostic approach to data, which can improve service and operational efficiency.
BMC claims that their AIOps tool has shown remarkable results in terms of noise reduction by almost 90%, incident root cause identification drastically reduced by 66%, and even mediation maintaining a 3rd MTTR time.
BMC has some of the best features:
- A robust set of technologies
- A prominent base of partnerships
- Open data access model
- SaaS Extension