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Story perspectives

New Tool Enhances Long-Term Security Data Monitoring

10/4/2025

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Story summary
  • Time series telemetry lets security teams store data for extended periods without losing fidelity.
  • Traditional SIEMs incur data-retention costs that hinder long-term threat investigations.
  • Following delays in SaaS incident notifications, a team built an internal monitoring tool using time series data.
  • They aggregate events into a structured time series to detect abnormal activity, such as unusual downloads and impossible logins.