AI-Integrated Application Performance Engineering – An AI-Driven Framework for Full-Stack Visibility and Control

This whitepaper introduces a transformative approach to application performance through AI-Integrated Application Performance Engineering (AI-APE). It explores how ObserveLite’s OL-APE platform delivers full-stack visibility, real-time diagnostics, and automated remediation across complex IT ecosystems. From dynamic infrastructure to end-user experience, the paper outlines how AI-powered telemetry, root cause analysis, and intelligent alerting optimize uptime, reduce mean time to resolution (MTTR), and ensure SLA compliance. Designed for modern digital enterprises, this framework enables IT teams to move from reactive monitoring to predictive performance management—bringing observability, automation, and strategic insight into one unified system.