Simplifying tax deferral registration with AI-powered OCR
Customer success story of
Samsung Securities
with Upstage


70%
Reduction in manual workload
70%
Reduction in manual workload
About
Samsung Securities
Problem
Technical challenges
Solution
Results
Business impact
Why Upstage
About
Samsung Securities
Problem
Technical challenges
Solution
Results
Business impact
Why Upstage
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Upstage partnered with the Korea Press Foundation to create BIG KINDS AI, a Retrieval-Augmented Generation (RAG) system that transformed news search. Addressing limitations of keyword-based searches and challenges like hallucination, the system offered real-time updates and natural language query handling. Built on 82 million articles and powered by AWS, it delivered accurate, efficient results, achieving a quality score of 86 and client satisfaction of 92.2, setting a new standard for AI-driven search.
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