AIOps (AI for IT Operations)
Davis®, Dynatrace’s AI engine, continuously looks for issues and provides precise root cause, so resolution can happen in minutes, before they become expensive problems.
What is AIOps?
The term AIOps, first coined by Gartner, refers to the practice of using artificial intelligence (AI) to automate and enhance IT operations. Practically, this means ingesting data from every layer of the stack and continuously analyzing it with AI techniques to identify issues, reveal answers, and automate remediation.
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With Davis®, our unrivaled AI engine, precise answers are instant, automatic, and continuous. Explore how Davis drives automation and delivers broader, deeper insight into your environment.
A Leader in The Forrester Wave™️ for Q4 2022 in AIOps
Get to the precise root cause and eliminate alert storms
Davis continuously evaluates billions of dependencies in milliseconds, automatically identifies problems, and performs automated root cause analysis that accurately identifies all issues related to a single root cause. Unlike traditional machine learning approaches, there is no guessing or time-consuming model training. With the root cause identified, you can fix problems before they impact customer experience, and have more time to innovate.
Automatically understand dynamic cloud environments
Dynatrace continuously auto-discovers your changing environment in real-time. Davis detects entity relationships at start-up with zero manual configuration. Even containerized processes running microservices in dynamic Kubernetes environments are mapped automatically.
Deliver AI-powered answers from advanced observability data
Advanced observability combines contextual information with artificial intelligence and automation. Dynatrace extends the three pillars of observability (metrics, logs, and traces) with UX and topology information, so Davis understands the full context of the observed data and delivers precise answers. Open APIs provide easy integration of external data sources from your CI/CD pipeline, cloud platforms, and service management tools for even broader AI processing.
Dynatrace is a G2 Leader in AIOps
The AI paves the way for autonomous operations, enabling us to create auto-remediation workflows that remove the need for human intervention.David Shepherd Service Delivery Manager, Global IT Service Excellence Experian
Free your teams with AIOps from Dynatrace
The Dynatrace AIOps platform redefines performance monitoring allowing your teams to focus on proactive action, innovation and better business outcomes.
Our single agent technology deploys only once on a host and instantly starts collecting all relevant metrics along the full application-delivery chain. Install it and forget it—we take care of everything.
Our patented distributed tracing and code-level analysis technology automatically integrates high-fidelity distributed tracing with user experience data and data from open-source technologies including OpenTelemetry and code-level analytics.
Our dynamic topology mapping technology automatically identifies and maps interactions and relationships between applications and the underlying infrastructure. As new microservices come up or go away, the Smartscape topology map continuously updates in real-time.
Our massively parallel processing (MPP) data lakehouse is purpose-built to unify, store, and run lightning-fast analytics on observability, security, and business data with high performance and at scale.
Our AI engine automatically and continuously delivers precise answers. Davis® uses high-fidelity metrics, traces, logs, and user data mapped to a unified entity model to drive automation and deliver broader, deeper insights for modern cloud environments.
Recognized in the 2022 Gartner® Magic Quadrant™ and Critical Capabilities reports
See why Gartner named us a leader in the 2022 Magic Quadrant™ for APM and Observability, and scored us highest in 4 of 6 use cases in the 2022 Critical Capabilities report.
The All-in-one Platform
AIOps is just one part of our platform. See how we cover it all, in one automatic, AI-powered platform
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- What is AIOps blog post
- eBook: AIOps — Automating the Next Generation of Enterprise Software
- Webinar Series: AIOps with Dynatrace software intelligence
- Blog post: AIOps Done Right - Introducing the next generation of software intelligence
- How an AIOps platform can shift left–and why it should
- From AIOps tools to an AIOps platform: what it takes to automate AI operations