Silent SRE — AI detects, diagnoses, deploys fixes and closes incidents

Silent SRE — AI detects, diagnoses, deploys fixes and closes incidents targets a $24.0B = 400,000 engineering organizations x $60K ACV total addressable market with medium saturation and a year-over-year growth rate of 18% (AIOps & observability market compound growth).

Key trends driving demand: AI-enabled code generation -- models can propose fixes, templates and CI scripts, reducing manual triage time and making automated remediation possible.; Consolidation of observability telemetry -- centralized traces, logs and metrics make automated root-cause analysis more reliable.; Infrastructure-as-Code & GitOps adoption -- infrastructure and runbooks are increasingly codified, enabling safe automated changes and rollbacks.; Shift to SRE-driven SLAs and cost pressure -- teams prioritize uptime and cost reduction, creating demand for automation that reduces toil..