The Need for AI Export Consultation Matching
KOTRA operates over 20,000 export consultation sessions annually, connecting Korean companies with overseas buyers. However, the legacy matching process relied on manual methods driven by trade office staff's experience and intuition. With personnel individually assessing product suitability, transaction scale, and buyer reliability, there were inherent limitations in both matching accuracy and processing speed.
The AI Export Consultation Matching System addresses this challenge. AI performs multi-dimensional analysis of companies' export profiles and buyers' import needs to automatically recommend optimal matching pairs. Trade office staff transition into a review-and-adjustment role for AI-generated recommendations, enabling more accurate matching services for a greater number of companies.
AI Matching Algorithm: How It Works
The AI matching algorithm combines Collaborative Filtering, Content-Based Filtering, and a hybrid approach. It synthesizes dozens of variables — including past matching history, product similarity, and buyer purchasing patterns — to derive optimal matching pairs.
| Variable | Weight | Data Source | Description |
|---|---|---|---|
| Product Suitability | 30% | HS Code Mapping | Alignment between export products and import needs |
| Transaction Scale | 20% | Revenue / Import Volume | MOQ and transaction scale compatibility |
| Historical Deal Patterns | 20% | Consultation History | Deal probability from similar past matches |
| Buyer Authenticity | 15% | KOTRA Navi | Genuine buyer index integration |
| Regional / Cultural Fit | 10% | Country Profile | Business culture compatibility assessment |
| Timing Relevance | 5% | Season / Events | Seasonal demand and trade show alignment |
AI Matching Strategies by Consultation Type
KOTRA export consultations operate in diverse formats, including large-scale export fairs, video conferences, and one-on-one customized sessions. The AI matching system applies optimized strategies tailored to each consultation type.
Bangladesh Buyer Matching Cases
The Dhaka Trade Office hosts over 10 export consultation events annually and actively leverages the AI matching system. With matching parameters calibrated to Bangladeshi buyer characteristics, the success rate of matches between Korean companies and local buyers has improved significantly.