Improve engineering output - automated dev workflow analytics and actions

Improve engineering output - automated dev workflow analytics and actions targets a $0.73B = 120,000 engineering orgs x $6,100 ACV (mixed SMB to enterprise seat pricing assumptions). Calculation: SMB 100k orgs x $1,920 = $192M; mid-market 15k orgs x $12k = $180M; enterprise 5k orgs x $72k = $360M; total = $732M. total addressable market with medium saturation and a year-over-year growth rate of 12% estimated growth in dev tooling and observability spend as companies invest in remote engineering efficiency.

Key trends driving demand: CI/CD telemetry expansion -- more logs and run metadata are exposed from CI and hosted git providers enabling richer signals.; Remote engineering teams -- distributed workforces increase demand for objective, aggregated productivity measures.; Shift to metrics-as-action -- buyers prefer tools that provide prescriptive recommendations, not just dashboards..