Enabling Technology Overview

Adaptive AI is Essential to IT Ops

Organizations need AI that continuously learns and adapts to real-world IT complexity, delivering actionable insights, automation, and performance improvements. That’s where Adaptive AI comes in.

Riverbed’s Adaptive AI strategy brings together Causal, Predictive, Generative, and Agentic AI into a unified platform that evolves in real-time with your IT environment. By leveraging full-fidelity, real-time data, Adaptive AI helps you go beyond reactive troubleshooting and into proactive, intelligent operations.

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Applying the Right AI to AIOps

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BENEFITS

How Adaptive AI Works

Instrument & Collect

We gather high-fidelity telemetry from across your IT landscape—networks, apps, endpoints, and cloud services—without synthetic or sampled data.

Analyze & Learn

AI/ML algorithms process data in real-time, identifying causal relationships, future risks, and optimization opportunities. AI/ML learns continuously from changes in the IT environment and adjusts anomaly baselines, anomaly detection, correlation, and GenAI outcomes as necessary.

Act & Automate

Whether it’s delivering contextual insights, predictive alerts, AI-powered guidance, or automated/autonomous resolutions, Riverbed applies the right AI at the right time to ensure fast, intelligent responses and resolution of IT issues.

The Four Pillars of Riverbed's Adaptive AI

The right AI for the right problem, at the right time

Causal AI: Finding the ‘Why’ Behind IT Issues

Traditional monitoring tools often flag problems without explaining their root cause. Riverbed's Causal AI uses AI/ML that learns continuously from real-time observability data to eliminate guesswork and accelerate troubleshooting. Causal AI changes the game by uncovering what happened, why it happened, and how to fix it - typically with Riverbed Automation.

Predictive AI: See Problems Before They Happen

Why wait for an outage when you can prevent it? Predictive AI detects subtle anomalies and patterns, allowing IT teams to anticipate performance issues and take corrective action before users are impacted. Integrated into automation workflows, it turns predictions into real-time optimizations.

Generative AI: Riverbed IQ Assist—Your AIOps Assistant

IT teams are stretched thin. Riverbed IQ Assist, our Generative AI solution, acts as an intelligent assistant, helping teams diagnose issues, analyze trends, and resolve incidents faster. With AI-powered guidance using natural language, decision-making is quicker and more effective.

Agentic AI: Intelligent Automation That Acts

Insight without action isn’t enough. Agentic AI deploys intelligent, autonomous agents to remediate issues, optimize performance, and enforce compliance—without manual intervention. By working with real-time, high-quality data, these AI-driven agents ensure accuracy and reliability.

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The Riverbed Platform

Watch the video to learn how the Riverbed Observability and Optimization Platform helps seamlessly connect all your observability data to prevent, identify, and resolve complex issues faster.

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