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The Evolution of AI Data for IT Teams

AI data expectations are pushing IT teams beyond broad data collection toward intelligent enrichment.

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Artificial Intelligence is reshaping how IT teams approach observability and security, but many data foundations were built for monitoring, not AI-driven reasoning. As telemetry volume increases, broad data collection alone no longer delivers reliable operational understanding.

Download this white paper to learn why IT teams are shifting toward intelligent data enrichment and how NETSCOUT Smart Data fits into modern AI pipelines. It also explains how context, fidelity, and historical continuity enable accurate analysis, proactive response, and emerging predictive operations across hybrid, cloud, and distributed environments.