Skip to main content
HPE Mist Networking • Data Center Assurance

From reactive troubleshooting to the self-driving data center

A suite of cloud-based Artificial Intelligence for IT Operations (AIOps) applications, powered by the Marvis® AI engine and built on Apstra Data Center Director — moving beyond simple network assurance to granular, AI-native application assurance.

HPE Mist Data Center Assurance dashboard showing Apstra clusters, anomalies and impact analysis

Granular, AI-native assurance for the data center

HPE Mist Networking Data Center Assurance addresses a range of Data Center (DC) operations challenges for private cloud operators — helping teams proactively predict and prevent problems, accelerate root-cause identification and resolution, and understand the true user and application experience across the fabric.

Executive summary

Target workload

Private cloud and enterprise data center fabric operations managed by Apstra Data Center Director.

Infrastructure

Cloud-based AIOps applications on Mist™ AI, layered on the Apstra contextual graph database.

Billing metric

Software-as-a-Service (SaaS) subscription, priced per managed data center switch / device.

Key advantage

Deterministic, AI-native insights from a decade-mature Marvis AI engine — lower Total Cost of Ownership (TCO) through proactive, autonomy-ready operations.

What HPE Mist Data Center Assurance delivers

Four AIOps capabilities that shift data center operations from reactive firefighting to organized, high-impact, proactive assurance.

AIOps and the self-driving network

AI-native insights help you proactively predict and prevent problems and accelerate root-cause identification and resolution across both data center networks and enterprise applications.

Superior end-user experience

Service Level Expectations (SLEs) and Application Assurance move beyond basic device monitoring; Marvis Actions convert insights into a prioritized, high-impact remediation list.

Proactive maintenance

Predictive Analytics and Marvis Minis use software-defined digital twins to simulate traffic and validate the fabric 24/7, neutralizing failures before they impact production workloads.

Agentic AI and autonomy

Agentic AI, the Model Context Protocol (MCP), and skills combine Marvis conversational intelligence with the Apstra contextual graph to reason through complex architectural issues.

HPE Mist Data Center Assurance predictive maintenance dashboard showing optical interface predictions and impact analysis

A data foundation built for deterministic AI

HPE Mist Networking Data Center Assurance is built directly on Apstra Data Center Director and its unique contextual graph database, providing the deep, relationship-based intelligence that effective Artificial Intelligence (AI) requires.

Paired with the Marvis AI engine — a solution with over ten years of maturity and field-proven experience — the system moves beyond probabilistic guesses toward deterministic insights, keeping the network continuously aligned with its intended state through a closed loop of design, deploy, and assure.

Juniper was named a Leader in the 2025 Gartner® Magic Quadrant™, with the highest score for Enterprise Data Center Network and the second-highest score for AI Ethernet Fabric in the Gartner Critical Capabilities for Data Center Switching.

Traditional monitoring vs. AI-native assurance

How HPE Mist Data Center Assurance changes day-to-day data center operations.

Operational dimension Traditional network monitoring HPE Mist Data Center Assurance
Operating posture Reactive firefighting after users report an issue. Proactive assurance that predicts and prevents problems before they hit production.
Scope of visibility Basic device and interface health monitoring. Service Level Expectations (SLEs) and Application Assurance across the full user and application experience.
Intelligence model Threshold alerts and probabilistic guesses. Deterministic, AI-native insights from the Apstra contextual graph and Marvis AI engine.
Root-cause & remediation Manual correlation across siloed tools. Marvis Actions deliver a prioritized, high-impact remediation list with guided resolution.
Maintenance Scheduled, periodic manual validation. Software-defined digital twins simulate traffic and validate the fabric 24/7.
Path to autonomy Human-driven, tool-by-tool operations. Agentic AI and the Model Context Protocol (MCP) advance toward the self-driving network.

Take the next steps with HPE Mist Data Center Assurance

Take the next steps

Ready to get started? Explore purchasing options or engage with an HPE expert to determine the best data center assurance solution for your business needs.