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AI-Powered Ticket Routing & SLA Breach Prediction in JIRA- My Real-World Automation Journey

  • An internal automation project implemented an AI-based solution in JIRA to intelligently route support tickets and predict SLA breaches without external tools.
  • The solution utilized JIRA's native automation, Python integration for AI model, and historical ticket data for efficient routing and resolution workflows.
  • Key outcomes included a 34% reduction in average triage time, 50% improvement in SLA compliance, and ticket escalation routing in less than 1 second.
  • The project involved automatic ticket tagging, a Python model for urgency scoring, smart routing in JIRA, and SLA breach likelihood calculation for enhanced support efficiency.

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