AIOps - AI for IT Operations

Go beyond “data on glass” with our AI-engine, Davis, that delivers instant answers so that you can drive better business outcomes.

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AIOps - AI for IT Operations screenshot
AIOps - AI for IT Operations screenshot

AI-powered answers for automating the next generation of the enterprise cloud

Enable intelligent cloud orchestration and auto-remediation

  • AIOps


Zero-touch configuration, continuous discovery and relationship mapping in real-time, instant answers and precise causation.

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  • AIOps

Full Stack

Understand all the relationships and interdependencies, top to bottom, from end-user experience to infrastructure health.

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  • AI at the core

AI at the core

Radically different open AI-engine, Davis, processes billions of dependencies for instantly precise answers beyond human capabilities.

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  • Web-scale


Scale-out cloud native architecture, role-based governance for large global teams, and automatic enterprise-wide deployment.

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Auto-remediation and intelligent orchestration

Davis, Dynatrace’ radically different, deterministic AI engine delivers the exact answers to resolve operational challenges in the cloud automatically. Davis works with your continuous delivery tools to enable performance optimization and self-healing before users have even noticed.

root cause analysis with Dynatrace Davis

Get to the precise root cause

Because Davis processes billions of dependencies in milliseconds, it accurately pinpoints the incidence root cause and eliminates alert noise altogether. Davis even knows what deployment or config change is responsible for the error.

Unlike machine-learning approaches there is no guessing or repetitive model learning. Only Davis provides the precise problem identification, enabling faster decision making and greater optimization of IT resources.

Problem evolution with Dynatrace Davis

Automated dependency detection

Dynatrace continuously auto-discovers your changing environment in real-time. We don’t need time to learn how things are related, we detect them at start-up time with zero manual configuration. Even containerized processes are instrumented automatically. Our approach delivers real-time observability and accurate answers every time.

Dynatrace smartscape

High quality data

The best answers start with the best data. The Dynatrace OneAgent collects high-fidelity data from every entity in your environment across the full-stack, from end-users to infrastructure. Open APIs provide easy ingestion of external data sources from your CI/CD pipeline, ITSM tools and cloud platforms for even broader AI processing.

Dynatrace dashboard Dynatrace Davis


The AI paves the way for autonomous operations, enabling us to create auto-remediation workflows that remove the need for human intervention.”
Jonathan Hayes, VP of Global IT Service Excellence at Experian

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Vision and
Execution leader

Positioned furthest in Completeness of Vision and highest for Ability to Execute: The Gartner Magic Quadrant for Application Performance Monitoring (APM).

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