Integrating Security Data Pipelines with Detection

This blog post argues that security data pipelines should evolve from simple “plumbing” to an integrated security engine by shifting detection, enrichment (identity, TI, CMDB), and normalization upstream, thereby cutting SIEM costs and noise, preventing skipped searches, avoiding repeated detection migrations during SIEM changes, and making federated search workable through “normalize once” at ingest rather than expensive search-time wrangling—ultimately simplifying architectures and elevating SOC performance.