Matchmaker AI
NLP-based business partner matching engine
Summary
An AI-based matching engine that performs semantic analysis from company profiles using OpenAI GPT models and models inter-company relationship networks on a Neo4j graph database.
Problem
Companies had to spend months attending networking events and scanning industry reports to find strategic business partners, suppliers, or investors.
Solution
We developed an NLP pipeline that performs semantic analysis from company profiles and business descriptions using OpenAI GPT models. Inter-company relationship networks are modeled on a Neo4j graph database.
Result
Concept was validated with 100 company profiles. In pilot tests, 65% of suggested matches were rated as 'high potential' by both parties.
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