Customer Support Optimization - Advanced Analytics for Enhanced Service Experience

Customer support analytics dashboard and process optimization interface developed by data engineer Emil Karlsson for enhanced service experience

Objectives

The primary objective of this project was to transition from a reactive approach of merely resolving incoming support tickets to a more proactive stance. The goal was to actively work towards anticipating and preventing issues before they arise, ultimately improving the overall customer experience.

Features

  1. Proactive Ticket Resolution:
    • The team shifted from a passive ticket resolution process to a proactive one.
    • Activities included:
      • Monitoring System Logs: Regularly checking system logs to identify potential issues.
      • Data Analysis: Analyzing historical data to detect recurring patterns.
      • Early Intervention: Addressing issues before they escalated, thereby reducing response times.
  2. Data-Driven Insights:
    • Leveraging available data resources, including:
      • Analytics: Extracting insights from customer behavior data.
      • Feedback: Listening to customer feedback and identifying pain points.
      • Performance Metrics: Measuring support team efficiency.
    • Decision-Making: Using data insights to allocate resources effectively and prioritize improvements.
    • Outcome: Informed decision-making and targeted improvements.
  3. Customer Experience Optimization:
    • Beyond ticket resolution, the focus shifted to overall customer satisfaction.
    • Actions taken:
      • Streamlining Customer Journeys: Identifying bottlenecks and simplifying processes.
      • Improved Communication: Enhancing communication channels with customers.
      • Pain Point Elimination: Addressing common pain points reported by customers.
    • Impact: Enhanced customer experience and loyalty.
  4. Collaboration and Planning:
    • Cross-functional collaboration:
      • Support Teams: Working closely with development and product management teams.
      • Regular Planning Sessions: Aligning efforts, setting goals, and tracking progress.
    • Result: Coordinated efforts leading to a seamless customer experience.

Technology Stack

  • BI Tool: Leveraging PowerBI
  • Database: Utilizing SQL
  • ITSM Tool: Employing ServiceNow

Outcome

By adopting a holistic approach that combined data-driven insights, collaboration, and a customer-centric mindset, the project successfully improved customer satisfaction and positioned the organization for continued success. 🚀