MSP reduced ticket resolution time by 71% with an AI-powered helpdesk and intelligent routing
How a managed services provider transformed their support operation using AI triage, automated resolution, and intelligent escalation.
The Challenge
The MSP was handling thousands of support tickets monthly across dozens of client accounts. Triage was manual, routing was inconsistent, and Level 1 issues were consuming senior engineer time. Response SLAs were frequently missed during high-volume periods, and clients were dissatisfied with resolution times. The team lacked the capacity to grow their client base without degrading service quality.
Our Solution
BizPromptly built an AI triage and routing system that classifies every incoming ticket by severity, category, and client context. Common Level 1 issues — password resets, software installs, connectivity troubleshooting — are resolved automatically through integrated runbooks. Complex tickets are routed to the right engineer with full context and suggested resolution paths. The system learns from every resolution to improve future classifications.
Outcomes
- →71% reduction in average ticket resolution time
- →Level 1 tickets resolved automatically in 68% of cases
- →SLA compliance improved from 74% to 97%
- →Senior engineers freed from routine tasks, focused on complex work
- →Client retention rate improved to 96%
“Our engineers were drowning in password resets. Now they spend their time on work that actually challenges them — and our clients notice the difference.”
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