AIOps Tools Resources
Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on AIOps Tools
Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find articles from our experts, feature definitions, discussions from users like you, and reports from industry data.
AIOps Tools Articles
How to Improve IT Operations With AIOps
AIOps platforms have shifted IT teams' responsibilities with the integration of artificial intelligence (AI) and machine learning (ML) to automate IT operations, proactively monitor and analyze systems, and improve performance.
by Tian Lin
AIOps Is Not Yet Ideal for Every Business
AIOps is one of the most important IT milestones in the next decade; however, due to high cost and limited functionality, AIOps software is still an immature market.
by Tian Lin
AIOps Tools Glossary Terms
AIOps Tools Discussions
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Question on: IBM Instana
why use instana over another platform?In our company they are evaluating changing to DataDog, and the truth is, I really like Instana, I have been using it for more than 5 years, but I would like to know what things Instana stands out over others like DataDog
If you compare those 2 only the price matters. Instana does not have the feature set of DataDog in any category.
Happy to help answer this for you!
Automation - The single Instana agent automatically detects and observes most technologies with zero or minimal configuration. Datadog is completely manual, an engineer has to install and configure plugins, edit source code, rebuild and push containers, etc. Automation saves time, your engineers can focus on core functionality rather than observability. Automation ensures that no component is deployed or scaled without being monitored. Automation guarantees consistency in tagging across all observability data, machines don't make typos.
Context - Instana's unique Dynamic Graph automatically tracks entity relationships over time, therefore at any point in time Instana knows what is talking to what and where it's running. Every bit of data is available with full context and context turns data into information. Datadog relies on accurate manual tagging of data (see Automation above). Metrics logs and traces are available as silos of data, it's up to the users to attempt to stitch it all together.
Intelligence - Cloud Native applications are complex, with hundreds of VMs and thousands of containers, multiple releases of code per day. Metrics on graphs on dashboards are no longer enough. Instana's sophisticated anomaly detection algorithms and ML-powered Smart Alerts work together with automatic root cause analysis (powered by the Dynamic Graph) to show the DevOps engineers and SREs what needs to be fixed, what can be optimized. Extraneous events are quashed eliminating alert fatigue and shortening the time to fix. Again Datadog relies on the users to manually configure thresholds and alerts, build and maintain copious dashboards, figure out what is cause and effect during an alert storm.
I'm sure Datadog works just fine if you're monitoring a Wordpress site. For enterprise cloud-native applications only Instana has Automation, Context, and Intelligence to see through the complexity and continuous change to provide true insight.
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Question on: Dynatrace
Do Dynatrace have solution for small to medium size company, as well as student and personal developers ?As we know dynatrace is state of art Monitoring tools, but a bit pricy. Do we have affordable /cost effective solution for small - medium company, also for student, personal developers to attract more audience and end users ?
Yes it has all type of subscriptions.
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AIOps Tools Reports
Mid-Market Grid® Report for AIOps Platforms
Winter 2025
G2 Report: Grid® Report
Grid® Report for AIOps Platforms
Winter 2025
G2 Report: Grid® Report
Enterprise Grid® Report for AIOps Platforms
Winter 2025
G2 Report: Grid® Report
Momentum Grid® Report for AIOps Platforms
Winter 2025
G2 Report: Momentum Grid® Report
Small-Business Grid® Report for AIOps Platforms
Winter 2025
G2 Report: Grid® Report
Enterprise Grid® Report for AIOps Platforms
Fall 2024
G2 Report: Grid® Report
Small-Business Grid® Report for AIOps Platforms
Fall 2024
G2 Report: Grid® Report
Mid-Market Grid® Report for AIOps Platforms
Fall 2024
G2 Report: Grid® Report
Grid® Report for AIOps Platforms
Fall 2024
G2 Report: Grid® Report
Momentum Grid® Report for AIOps Platforms
Fall 2024
G2 Report: Momentum Grid® Report