Runbook automation - convert docs into executable incident playbooks

Runbook automation - convert docs into executable incident playbooks targets a $6.0B = 150,000 mid-market and enterprise DevOps teams x $40,000 ACV. Rationale: 150k organizations with mature cloud operations worldwide can justify an ops automation suite at enterprise ACV levels. total addressable market with medium saturation and a year-over-year growth rate of 12-18% incident management and SRE tooling growth driven by cloud adoption.

Key trends driving demand: Cloud-native operations -- increases complexity and frequency of incidents, raising demand for automation.; Platformization of observability and incident tooling -- APIs from Datadog, New Relic, PagerDuty enable deeper integrations.; SRE adoption and MTTR focus -- teams prioritize tooling that measurably reduces recovery time and toil.; LLM-based doc understanding -- enables automated extraction of runbook steps and parameterization from prose..