AI Assurance
Observe how AI behaves in production so you can control adoption, cost, and performance at scale.
Overview
AI Assurance Gives IT the Visibility to Operate AI as a Production Workload
Riverbed AI Assurance is the control plane for enterprise AI. It makes AI adoption visible, connects usage to cost and outcomes, and provides operational insight into AI‑driven applications and agents. By treating AI as a production workload, AI Assurance helps organizations detect issues early, optimize spend, reduce operational and compliance risk, and scale AI responsibly as adoption accelerates across teams and tools.
Benefits
Observe AI Usage
See which AI tools are being adopted, by whom, and where. Identify Shadow AI and adoption gaps across teams.
Prove AI Value
Correlate AI usage, performance, and outcomes to spend so investments are measurable and defensible.
Understand AI in Production
Know when AI behavior degrades, where it happens, what caused it, and what it affects.
Reduce AI Risk at Scale
Apply consistent operational oversight as AI expands across tools, workflows, and environments.
Features of Riverbed AI Assurance
Understand AI Adoption Across the Enterprise
AI Assurance shows how AI is actually used across departments and teams. It reveals adoption trends, highlights Shadow AI, and exposes gaps between enablement and real usage so leaders can drive adoption with data, not assumptions.
Control AI Cost and Optimize Spend
AI Assurance connects AI usage and performance directly to cost. Identify underutilized seats and tokens, eliminate stranded spend, and align AI investment with business outcomes as usage scales.
Operate AI Agents as Production Systems
AI Assurance provides end‑to‑end observability into AI‑driven applications and autonomous agents. Teams can see anomaly blast radius, root cause, and time to resolution together to restore service faster and with confidence.
Key Resources
AI Assurance: Operate AI with Confidence
Operate enterprise AI with full visibility, control, and confidence.
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Riverbed AI Assurance: Operating Enterprise AI with Confidence and Accountability
A practical aguide to operating AI as a production capability.
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