How AI-Driven Software Automation Reduced Deployment Failures by 40%?

Deployment failures remain one of the most expensive and disruptive challenges in modern software development. Even with advancements in DevOps for traditional software workflows and AI/ML Ops for AI-integrated ones, the majority of organizations still struggle with production incidents and downtime. The result? Millions are being lost in revenue, teams are fatigued, and everybody dreads the production-deployment day .