Home > AI Solutions > Gen AI > White Papers > HR-Assist: Proof of Concept RAG-Based Matching Assistant > Business challenges or use cases
The traditional procedure of manually matching team members to projects is labor-intensive and time-consuming and can increase the likelihood of insufficient matches. Managers often only consume a small subset of the available data, leading to delays and inaccuracies. This inefficiency results in suboptimal matches, negatively affecting project outcomes and team member satisfaction. Even when a match is found, effectively communicating with team members about their rotation assignments is another challenge HR professionals face.