AFTAs 2022: Best compliance initiative—JP Morgan

Project: Intelligent Surveillance Holistic Analytics Regulatory Platform (iSharp)

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Overview

iSharp is a trade surveillance platform powered by parallel processing and a consortium of 13 machine learning models (multiple patents pending) which curates news, market data and trades to detect insider trading.

What problem does it solve?   

It is impossible to accurately turn huge daily article dumps with thousands of trading scenarios into curated, named, and scored news events with meaningful insights via manual processes. Prior to iSharp, analysts used to manually

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