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AIOps Platforms Software with AI/Machine Learning (2026)

Last updated: April 2026

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19 software options

Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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ManageEngine OpManager logo

Network Monitoring & Management Software

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OpManager is an easy-to-use network management product that offers a single console solution to manage the complete IT network of any organization.

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Runecast logo

AI-powered platform for Security and Compliance

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Runecast is a patented solution for IT Security and Operations teams. Forward-focused enterprises rely on Runecast for proactive risk mitigation, security compliance, operational efficiency & mission-critical stability. To add proactiveness to your IT strategy, visit www.runecast.com

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Kentik logo

The network observability company.

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Kentik is the network observability company. Our platform is a must-have to plan, run, and fix any network.

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SmythOS logo

Create powerful AI agents in minutes.

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Empower your development with SmythOS. Seamlessly integrate AI, APIs, and data sources through this no-code platform. Just drag and drop. Simplify complexity, enhance control, and accelerate innovation — all in an afternoon.

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ManageEngine OpManager Plus logo

Achieve holistic IT infrastructure monitoring with OpManager

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ManageEngine OpManager Plus is an AIOps software designed to help businesses monitor networks, servers, IP addresses, switch ports, bandwidth, network configurations, firewall rules, logs, policies, application usage, and storage devices. IT admins can perform an in-depth analysis of IT performance parameters, including health, availability, device utilization, and more.

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Motadata AIOps logo

Accelerate ITOps through observability

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Motadata AIOps is a powerful platform for the enterprise that enables their I&O teams to change how they approach data management and processing that shapes business decisions. The platform leverages our proprietary framework DFIT, which determines what data is important and what are the KPIs.

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Elastic Observability logo

Full-stack observability platform

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Elastic Observability is a software that allows users to monitor their business's health and performance. Elastic Observability offers a wide range of features, including monitoring, alerting, reporting, and analytics.

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Infraon IMS logo

Unified infrastructure monitoring software

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Infraon IMS boosts IT performance with real-time monitoring, analytics, automation, and compliance for seamless, efficient operations.
Opting for Infraon IMS/ITIM means simplifying, modernizing, and automating IT infrastructure management, enhancing user experiences, and ensuring compliance.

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Fosfor Decision Cloud logo

AIOps platform to build and design machine learning models

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Fosfor Refract is a AIOps platform that helps businesses leverage AI technology to create and design machine learning (ML) models. The platform provides a suite of tools and services to help businesses create and deploy ML models faster. Fosfor Refract’s AI-powered solution enables organizations to automatically discover, monitor and orchestrate their IT infrastructure.

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Machine Learning on AWS logo

Machine learning and AI solutions from AWS

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AWS provides machine learning (ML) and artificial intelligence (AI) solutions designed to help businesses analyze data insights, personalize the customer experience, optimize business processes, and more.

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ServicePilot logo

Continuous measurement of IT performance and security

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ServicePilot is a high-performance monitoring software solution providing full-stack observability via metrics, traces, and logs. Businesses can collect data from IT infrastructure, networks, applications, and security services to streamline issue resolution.

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Squirro logo

Data finds purpose with Squirro

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Transform IT operations with AI and automated insights. Squirro’s platform can resolve issues, streamline service processes, automate agent tasks, maintain compliance and reduce downtime. Its features include anomaly detection, predictive maintenance, advanced search, ticket classification and more.

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Edge Delta logo

Automated Observability

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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. Make observability costs predictable, surface the most useful insights, and shape your data however you need.

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Moogsoft logo
(0)

AIOps platform for software engineers and IT administrators

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Moogsoft is an artificial intelligence software designed to help IT administrators and software engineers correlate similar events to resolve incidents and prevent outages. Key features of the platform include metric data ingestion, anomaly detection, event duplication, alert correlation, and data retention.

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Aporia logo
(0)

Customized MLOps Observability

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Aporia is a customizable MLOps observability solution that powers data science and ML engineering teams to monitor, debug, explain and improve their machine learning models and data.

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Selector Analytics logo
(0)

AIOps Network Monitoring and Analytics Solution

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Selector Analytics is a cloud-based and on-premise AIOps platform that helps businesses manage network monitoring, synthetic analytics, audit trails, and more. The software provides various features including application security, artificial intelligence (AI), notifications/alerts, root cause analysis, and third-party integrations.

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OpsRamp logo
(0)

IT management software

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OpsRamp is an IT operations management platform that provides AI-driven event and incident management, intelligent automation, and hybrid observability capabilities. It helps modern digital operations teams monitor hybrid IT environments, detect and resolve issues, and ensure compliance policies.

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Vertesia logo
(0)

LLM integration platform for enterprise applications

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Composable Prompts connects LLMs with enterprise apps, ensuring governance, security, and orchestration. It provides developer-centric tools for efficiency and integration. Users can craft precise LLM interactions using a visual prompt designer for templates, data schemas, and workflows. The platform enhances LLM teamwork, employs caching for quick responses, and maintains interaction quality through testing and monitoring.

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