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Clearstream takes the next step in automating collateral management by launching OSCAR (Own Selection Criteria with Automated Reasoning), the first collateral management tool in the market uniquely combining several artificial intelligence (AI) techniques including knowledge representation and reasoning (KRR), machine learning (ML) and (structured) natural language processing (NLP). As of Q4/2022, OSCAR will allow participants to easily define, create, negotiate and exchange optimised eligibility profiles of collateral baskets.
Until now, creating and managing collateral baskets has been complex and time-consuming and thus has put a major operational burden on market participants. They have had to manually review, compare, and translate different profiles of multiple...
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