When the system resolves it before anyone notices, that’s the goal.

A Fortune 500 global laboratory services organization moved from reactive managed services to a proactive AI-embedded operations model, resolving the majority of events automatically, before a ticket was created or an engineer engaged.

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59% of 150,000+ events resolved automatically, zero touch
95.1% proactive resolution rate before customer impact
0.87hr mean time to response for issues requiring human intervention

THE OUTCOME

A Fortune 500 global laboratory services organization moved from reactive managed services to a proactive AI-embedded operations model, resolving the majority of events automatically, before a ticket was created or an engineer engaged.

HOW THEY GOT THERE

AI was deployed across four integrated capabilities: proactive degradation detection, real-time alert correlation and triage, automated root cause reporting, and on-demand performance intelligence. The four worked as a system, not as individual tools bolted onto existing process.

WHY IT WORKED

AI was embedded at every layer, not added on top of a process that was already straining. The result was a team that stopped managing noise and started focusing on what genuinely required human judgment. When incidents resolve before customers notice them, IT support becomes invisible in the best possible way.