Intelligent Problem Tracking for Technical Support Routing
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Solution Overview
Problem
Current three-tiered technical support systems are inefficient as they do not account for the user's technical sophistication, leading to wasted time for both users and technicians, as advanced users are initially routed to Level 1 support regardless of their knowledge level.
Innovation Solution
Implementing an intelligent problem tracking system that analyzes user behavior through an Operating System (OS) ticket, which tracks modifications made to the system configuration or registry, to determine the user's technical sophistication and direct them to the appropriate support level, optimizing the technical support process.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If all users are routed to Level 1 support initially, then basic issues can be handled by generalists, but advanced users waste time going through unnecessary support levels
Solution Approach 1:
The system performs preliminary analysis of user behavior and technical sophistication before routing to support levels. By tracking user actions, modifying files, and analyzing technical knowledge demonstrated during the support interaction, the system pre-determines the appropriate support level before full engagement, preventing advanced users from wasting time at Level 1.
Solution Approach 2:
The support level assignment is made dynamic rather than static. The system continuously monitors user behavior and adjusts the determined technical sophistication level in real-time based on observed actions, allowing the routing decision to adapt to the actual complexity of the user's problem and knowledge level.
2Reliability
If technical support levels are differentiated by expertise, then advanced problems can be solved more effectively, but novice users may be overwhelmed by complex explanations
Solution Approach 1:
The system applies different communication styles and explanation depths to different users based on their determined technical sophistication level. Novice users receive simplified, step-by-step instructions with analogies, while advanced users receive concise, technical explanations. This local adaptation of communication quality ensures each user receives appropriate information density.
Solution Approach 2:
The system changes the parameters of technical communication based on user level - adjusting vocabulary complexity, detail depth, and explanation style. By modifying these communication parameters dynamically according to the determined user sophistication level, the system maintains effectiveness while adapting to user comprehension capabilities.
3Device complexity
If Level 1 support handles all initial cases, then resource allocation is simplified, but experienced technicians are underutilized while novice users delay resolution
Solution Approach 1:
The system implements continuous feedback loops where user behavior is tracked, analyzed, and used to refine support level assignments. This feedback mechanism ensures that technicians at each level receive cases matching their expertise, preventing underutilization of advanced technicians while maintaining a simple three-tier structure for resource allocation.
Data Source
AI summary
Embodiments of the present invention address deficiencies of the art in respect to technical support management and provide a novel and non-obvious method, system and computer program product for intelligent problem tracking to optimize technical support. In an embodiment of the invention, a method for intelligent problem tracking can include receiving recorded information of tracked end user behavior collected in an end user computing system while the end user addresses a problem in the end user computing system, determining a level of technical sophistication of the user based upon the recorded information, selecting a technical support level corresponding to the determined level of technical sophistication of the user, and transmitting a resolution to the problem in a message to the end user computing system commensurate with the selected technical support level.