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ComplyAdvantage Acquires Knowledge Graph Creator Golden

ComplyAdvantage Acquires Knowledge Graph Creator Golden
  • ComplyAdvantage announced plans to acquire knowledge engine builder Golden Recursion for an undisclosed amount.
  • ComplyAdvantage will implement Golden’s data extraction and disambiguation methods to help financial institutions minimize their risk of financial crime.
  • The deal will also increase ComplyAdvantage’s footprint in the U.S. and will make Andreessen Horowitz (a16z) a top shareholder of ComplyAdvantage.

Fraud and AML risk detection platform ComplyAdvantage announced it has agreed to acquire knowledge engine builder Golden Recursion. Financial terms of the deal were not disclosed.

Founded in 2017, Golden is developing a self-constructing knowledge database used to accelerate discovery and education. The San Francisco-based company combines human effort and machine intelligence to simplify the process of gathering and communicating knowledge. As a result, Golden has created one of the world’s largest knowledge graphs, a diagram that facilitates information analysis by displaying interconnected data points and their relationships.

“By combining our experienced team of AI and large language model (LLM) specialists with ComplyAdvantage’s industry-leading data science team, we are creating a global team of data experts,” said Golden Founder and CEO Jude Gomila. “Together, I’m confident we will transform financial crime risk management for businesses worldwide.” Gomila will join ComplyAdvantage as a board observer and special advisor.

Golden has raised almost $60 million, having Andreessen Horowitz (a16z) as one of its top contributors. As part of today’s deal, a16z will become a top ComplyAdvantage shareholder, joining Goldman Sachs, Index Ventures, and Balderton Capital.

“We are excited to welcome their talented team to the ComplyAdvantage family, alongside a16z, who bring powerful expertise as we embark on the next phase of our growth journey,” said ComplyAdvantage CEO Vatsa Narasimha.

U.K.-based ComplyAdvantage offers financial institutions a wide view of their vulnerability to financial crime. The company leverages AI and machine learning to sort through ComplyAdvantage’s database of entities, which is updated continuously to ensure accuracy. The company plans to implement Golden’s data extraction and disambiguation methods that use natural language processing to bring supplementary, disparate data sources into what ComplyAdvantage calls its “data ingestion layer.” These additional data points will offer ComplyAdvantage clients more comprehensive, real-time financial crime risk insights.

“Delivering AI-enriched financial crime insights to our customers through a best-in-class user experience built on the most interconnected data has been our north star at ComplyAdvantage since day one. The acquisition of Golden is a critical milestone on that journey,” said Narasimha.

The acquisition will also help ComplyAdvantage expand its footprint in North America, specifically in the U.S. With its five offices based in New York, London, Singapore, Cluj-Napoca, and Lisbon, the company currently serves more than 1,000 organizations in 75 countries.


Photo by Mikhail Nilov