90% Manual Platform Work Creates Overwhelming Bottlenecks
Platform engineers spend countless hours on repetitive tasks like manual infrastructure provisioning, policy validation, and governance enforcement. With 10:1 developer-to-platform engineer ratios, teams can't scale their manual processes fast enough to support accelerated development cycles, creating expensive operational bottlenecks.