The EMA Research Report on Observability (Nov 2023) highlights that while 70% of organizations consider their observability "adequate," this satisfaction often correlates with monitoring over 51% of their tech stack. Most organizations use 11–20 services and platforms, but larger stacks paradoxically rely on fewer observability tools. Common practices include network and application monitoring, but fewer use automation or advanced analytics. Excess tools lead to data silos, cold storage issues, and rising manual workloads. Integrating observability early into DevSecOps and streamlining toolsets is key to achieving performance, security, and operational efficiency.

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