Ebook

Mastering Observability at Scale

About This Resource
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Who This is For:

Engineering and infrastructure leaders — including VPs of Engineering, CIOs, and CISOs — responsible for enterprise observability, telemetry cost management, and platform modernization.

Key Takeaways
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44% of enterprises spend over $1 million per year on observability, with most of that cost driven by log storage — a signal that the infrastructure layer, not the tooling, is the primary cost driver.

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A high-performance object storage foundation built on  AIStor can cut observability infrastructure costs by 60–80% while sustaining petabyte-scale query performance for logs, metrics, and traces.

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The playbook includes a structured decision framework for VP Engineering, CIO, and CISO stakeholders to evaluate observability modernization ROI and align on an investment path forward.

This ebook addresses the data foundation behind observability cost growth, not the tools sitting on top of it. It covers five workload categories that justify architectural change, a proven reference architecture for storing logs, metrics, and traces at enterprise scale, and real customer deployments with documented cost and performance outcomes. A decision framework built for VP Engineering, CIO, and CISO audiences helps teams build the internal business case for observability modernization, covering ROI quantification, common organizational blockers, and how to structure the investment path forward. The ebook is designed for engineering and infrastructure leaders who have already tried optimizing at the tool layer and need to address the infrastructure root cause.

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