Marvis AI Assistant for Data Center

Marvis® AI Assistant for Data Center is part of the Data Center Assurance product suite for data center AI operations (AIOps). Marvis AI Assistant for Data Center is the industry’s first and only conversational virtual assistant for data centers, extending the end-to-end visibility of Marvis AI Assistant from campus, branch, and wide area networks into the data center. They work in conjunction with Apstra Data Center Director to provide proactive and prescriptive data center actions to accelerate problem resolution. Their powerful GenAI capabilities allow network operators to complete many day-to-day tasks simply by talking to Marvis.

Key Features


  • End-to-end visibility across campus, branch, WAN, and data center
  • Rich insight into data center anomalies with actionable recommendations 
  • Conversational interface using natural language processing and GenAI
  • GenAI integration with Apstra Data Center Director
  • Multivendor switch fabric compatibility

Features + Benefits

Marvis AI Assistant for Data Center leverages Apstra Data Center Director’s rich telemetry and flow data to provide a high-level view of data center network health. Marvis AI Assistant highlights anomalies and recommends actions across your infrastructure, virtual environment, physical and logical connectivity, and security. AI-native insights lead to faster root cause identification and proactive issue resolution. If you need more information, a single click opens the relevant screen in Data Center Director, where the network operator can continue troubleshooting.

Marvis VNA for Data Center Octopus View

The Marvis AI Assistant for Data Center’s conversational interface uses advanced natural language processing (NLP) and GenAI capabilities of Large Language Models (LLMs) to interpret user intent and goals and provide easily understood responses. Stop sifting through endless logs and dashboards—simply ask questions in plain language and get the answers you need instantly.

Marvis VNA for Data Center Chat

Multivendor compatibility

Because Apstra Data Center Director is inherently multivendor, working with both Juniper and many third-party switching devices, Marvis AI Assistant for Data Center inherits those multivendor properties. This enables comprehensive visibility of data center network health, regardless of which switching vendors you’ve deployed.

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Marvis AI Assistant for Data Center FAQs

What is Juniper’s Marvis AI Assistant?

The Marvis AI Assistant uses Mist AI™ to transform how IT teams interact with enterprise networks. With natural language processing (NLP), a conversational assistant, prescriptive actions, Self-Driving Network™ operations, and integrated helpdesk functions, Marvis AI Assistant streamlines operations and optimizes experiences from client to cloud across wireless accesswired accessSD-WAN, and data center domains.

How does Marvis AI Assistant for Data Center help customers?

Marvis AI Assistant for Data Center extends some of Marvis AI Assistant’s capabilities to the data center to provide true end-to-end, client-to-cloud network visibility and troubleshooting. Benefits include faster issue resolution with lower mean time to resolution/innocence (MTTR/MTTI), proactive trouble identification, and improved experiences for both network users and operators.

How does Marvis AI Assistant for Data Center work with Apstra Data Center Director?

Marvis AI Assistant for Data Center integrates with Data Center Director and leverages its rich telemetry and other data to create a high-level view of data center network anomalies and provide AI-native recommended actions. One-click access from the Marvis AI Assistant for Data Center user interface into Data Center Director enables a seamless transition for deeper troubleshooting and rapid resolution.