Support analysts spend 60% of their time on diagnostic grunt work - checking logs, verifying configurations, testing connectivity - before actual troubleshooting begins. Tribal knowledge lives in senior engineers' heads. Resolution approaches vary wildly by analyst.
Cenna agents handle tedious diagnostics instantly, letting analysts focus on problem-solving. Common issues get resolved autonomously via proven playbooks. Complex problems get escalated with complete context so senior engineers start from insight, not investigation.
The system learns from every resolution - when an engineer discovers an error code indicates certificate issues, Cenna remembers forever.