Case Study 1

AI-Powered Knowledge Deflection in Jira Service Management

Client Industry

XYZ

Platform

Jira Service Management + Confluence

🔎 Challenge

The client was receiving 1,200+ support tickets per month, out of which nearly 40% were repetitive queries (password reset, VPN issues, access requests). Support team workload was increasing, and response time was crossing SLA limits.

💡 Solution Implemented

We implemented an AI-powered knowledge suggestion system using native Knowledge Base integration:

Structured and created 150+ optimized knowledge articles in Confluence.
Enabled Knowledge Base integration in Jira Service Management.
Configured intelligent article suggestions triggered by the summary field while users were raising requests.
Improved article tagging and metadata for better AI relevance matching.
Added contextual help popups before ticket submission.

🚀 Results

📉 32% ticket deflection within 2 months
⏱ 25% reduction in average resolution time
📊 SLA compliance improved from 82% → 96%
👨‍💻 Support team productivity increased significantly

🎯 Key Impact

AI-assisted knowledge matching reduced operational costs and improved customer experience without additional AI licensing costs.