AI-Powered Workforce Matching Platform
Digitizing the entire staffing workflow with AI conversational matching, map-based commute analysis, and document automation
Project Overview
A B2B workforce operations console for staffing and outsourcing companies. Through AI conversational matching, map-based commute analysis, and document automation, we digitized the entire staffing workflow from client requests to talent matching, attendance, payroll, and certificate issuance. We built both a dark-themed operations console for managers and a public-facing website for clients.


AI Conversational Matching
A natural language matching assistant that analyzes experience, qualifications, and commute distance to calculate a 100-point matching score, significantly reducing manager review time.


Map-Based Zone Matching
Visualized partner and talent distribution with a 25km radius zone on a Leaflet map to support optimal placement considering commute distance.

Document Administration Automation
Streamlined repetitive administrative tasks through bulk Excel payroll upload with auto-recognition and withholding tax certificate issuance workflows.
