Marvis AI Assistant for Data Center

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. Even better, ask Marvis a natural language question about the state of the network and it will query Data Center Director to get the answer for you.

Marvis AI Assistant for Data Center’s conversational interface builds on an agentic AI framework with 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 and startsimply asking questions in plain language to get the answers you need instantly. For example: “Show me all the devices in the network that have exceeded 50% utilization over the past week.”

The Marvis agentic AI framework for data center helps you accomplish more of your operational goals just by talking to Marvis. It supports almost 300 API queries that can be combined to answer a virtually limitless number of complex questions. The agentic AI framework is designed to support future capabilities that will fulfill the vision of a self-driving data center network.

Marvis Minis for Data Center are agents that bring proactive intelligence to your data center network and complement other AIOps applications. Today, Marvis Minis proactively test critical service access from various devices and locations in the network, identifying issues before they impact applications and end users. In the future, Marvis Minis for Data Center will expand to other use cases and act as autonomous agents that simulate the full “experience” of applications running in the data center.

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.