Intelligent Campus Operations: Harnessing AI, ML, and NDR with Arista CloudVision, AGNI, and AVD

Introduction: Beyond Managing the Campus, Toward Securing and Optimizing It

Campus networks today are the beating heart of the enterprise, carrying everything from critical business applications and hybrid collaboration traffic to IoT sensor data and guest Wi-Fi sessions. As Wi-Fi 6E and 7, multi-gigabit wired networks, and an explosion of connected devices become the norm, managing this complexity has become one of the most daunting challenges for IT teams.

The old approach—throwing more monitoring tools and manual effort at the problem—is no longer sustainable. Network teams face constant alert storms, fragmented views, and relentless pressure to deliver flawless performance. Complicating matters, the campus is no longer just an operational challenge—it has become a key front in the battle for cybersecurity, with IoT risks, insider threats, and east-west attacks posing real danger.

That’s where Arista’s ecosystem steps in. With CloudVision, AGNI, and built-in Network Detection and Response (NDR), Arista has created a unified platform that doesn’t just monitor the network—it helps organizations understand it, secure it, and continually improve it.

CloudVision: The Brain Behind the Campus

Arista CloudVision has evolved beyond a network management tool into a full-fledged cognitive operating system for the enterprise campus.

At its core, CloudVision provides a unified management plane across both wired and wireless infrastructure, delivering a “single source of truth” for configuration, monitoring, troubleshooting, and automation. This eliminates the long-standing disconnect between switches and access points and gives network teams an integrated view of how users, devices, and applications are behaving.

CloudVision’s Network Data Lake (NetDL) aggregates real-time telemetry, configuration data, flow records, and events from across the network. Feeding this into powerful AI and machine learning engines, CloudVision translates mountains of data into practical, actionable insights.

Features like Ask AVA, Arista’s generative AI interface, allow teams to query the system using natural language: What’s the status of critical applications? Where are connectivity bottlenecks? What’s causing user experience issues? The system responds with contextual guidance, helping even junior operators solve problems with confidence.

AGNI: Bringing Identity to the Forefront

While visibility is essential, understanding who or what is on the network is equally important. That’s where Arista Guardian for Network Identity (AGNI) makes its mark.

AGNI integrates seamlessly with CloudVision, adding dynamic, identity-based access control to the network. It enables IT teams to authenticate and segment users, devices, and IoT endpoints without the complexity and overhead of legacy NAC systems. Policies follow users wherever they go, and onboarding processes become streamlined and automated.

As Zero Trust models become the standard for enterprise security, AGNI enables organizations to enforce least-privilege access and significantly reduce the risk of lateral movement across the network.

NDR: Security Built Into the Network

Arista takes security beyond the perimeter by embedding Network Detection and Response (NDR) directly into the switching fabric.

With native telemetry and the DANZ Monitoring Fabric, Arista switches can detect threats in real time, using flow analysis, DNS monitoring, and behavioral analytics. This allows the network to act as a distributed sensor grid, identifying suspicious patterns like lateral movement, command-and-control traffic, or data exfiltration attempts.

When integrated with CloudVision, this telemetry powers automated investigations, contextual alerts, and even mitigation workflows that isolate compromised devices or block malicious traffic. The result is a network that’s not only resilient but inherently more secure.

Arista Validated Designs (AVD): A Blueprint for Success

Of course, technology is only as good as the way it’s implemented. That’s where Arista Validated Designs (AVD) play a critical role.

AVD provides a modular, pre-validated architecture framework for campus networks, ensuring that deployments are scalable, resilient, and automation-ready from day one. With AVD, organizations can adopt best practices, reduce the risk of misconfigurations, and accelerate time to value—all while laying the groundwork for advanced features like automation and CI/CD integration.

Aegis Managed Services: Turning Tools Into Outcomes

Even with the best platforms, many organizations need expert help to maximize the value of their investment. That’s where Intelligent Visibility’s Aegis Managed Services come in.

Our Aegis Performance Monitoring team works closely with CloudVision, AGNI, and NDR, fine-tuning baselines, interpreting insights, and making proactive recommendations that keep the network running smoothly. Meanwhile, the Aegis Incident Response team is on call around the clock, ready to diagnose and remediate issues the moment they arise.

Together, these services transform Arista’s powerful tools into sustained business outcomes: faster incident resolution, stronger security, improved user experience, and reduced operational overhead.

Conclusion: Moving From Reactive to Autonomous Campus Operations

Managing a modern campus requires more than just keeping up—it requires anticipating, adapting, and continuously improving. Arista’s CloudVision, AGNI, and NDR capabilities deliver the intelligence and automation needed to meet these demands, while Arista Validated Designs provide a roadmap for resilient architecture.

By partnering with Intelligent Visibility and Aegis Managed Services, organizations can turn this technology into a living, breathing system that evolves alongside their business, transforming the campus network from an operational burden into a strategic advantage.