The Ping An Group, one of the world’s largest investment and asset management companies, has been leveraging massive amounts of internal information and external data sources within its business processes. Identifying the need to integrate data sources and automate internal processes, the Ping An Group developed OlaTop, which was presented as a knowledge graph to its users. OlaTop is built with machine learning (ML) and statistical algorithms, performing analytics on a multifaceted database. Named entity recognition is performed on data sources to update and build the knowledge graph.
Changes within relationships over time are captured as well, representing the shifting dynamics of the entire graph. Enterprise intelligence and real-time quantitative risk assessment are now made available through OlaTop to core business functions, such as risk management, investment, marketing, and public services within the Ping An Group, enabling the teams to leverage insights made from a comprehensive and accurate set of data and information.