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Meet Laura, a Problem Manager at Apex Banking, as she harnesses the power of BMC Helix Proactive Problem Management to identify recurring IT issues and prevent future disruptions. In this use case, Laura utilizes AI-powered clustering to group historical incident data and uncover hidden patterns. With just a few clicks, she links related incidents to a problem investigation, making it easier to manage and ultimately resolve systemic issues. Using Resolution Insights, Laura receives smart, AI-recommended actions derived from past ticket resolutions and relevant knowledge articles—empowering her to tackle root causes, not just symptoms. Key Features: AI-driven clustering of recurring incidents Proactive pattern recognition across historical ticket data Seamless problem investigation creation from incident clusters Smart recommendations with Resolution Insights Knowledge article integration for faster resolution Prevention of repeat incidents through root cause analysis This is how BMC Helix helps teams move from reactive firefighting to proactive problem management—enhancing long-term service stability. *Keywords* Proactive Problem Management, BMC Helix AIOps, Resolution Insights, Problem Management Automation, AI for ITSM, Incident Clustering, Root Cause Analysis, IT Problem Prevention, Knowledge-Based Remediation, AI Incident Analysis, Apex Banking, IT Operations Management, IT Service Management, Smart Ticket Analysis, BMC Helix Demo, IT Issue Trends, Preventative ITSM, Service Desk Optimization, Historical Incident Patterns