Home > AI Solutions > Gen AI > White Papers > HR-Assist: Proof of Concept RAG-Based Matching Assistant > Business challenges or use cases
Coordinating the availability of team members with the start and duration of rotation project timelines presents a significant issue. Incompatible time slots and personal commitments reduce the quality of suggested candidates, negatively impacting project success and team member satisfaction. Time zone differences, scheduling conflicts, and prior commitments can make it difficult to find suitable matches, leading to project delays and resource underutilization.