Trusted AI for the Fight Against Financial Crime: Our Investment in Quantifind

Financial crime no longer moves at the speed of paperwork. Money settles instantly and across borders, illicit networks reorganize quickly, and bad actors are increasingly turning AI toward fraud, money laundering and sanctions evasion. The institutions fighting back — major banks, fintechs and government agencies — need systems that can match that pace while satisfying regulators who require precision, explainability and a clear audit trail. Our work in the sector reinforced how hard it is to deliver that combination, and it is what drew us to Quantifind. Today, Summit Partners is proud to announce our investment in the company.

In our view, the gap between the scale of the financial crime problem and the tools available to fight it remains significant; many legacy systems were built for a different era — rules-based, slow to adapt and prone to generating false positives that burden compliance teams with manual work while some real threats go undetected. The rise of agentic AI is creating a new set of demands for regulated institutions, and this is where we believe Quantifind’s Graphyte platform is most differentiated.  We are seeing many institutions question whether AI agents can be trusted to operate inside compliance workflows, a question that we believe is particularly acute in regulated environments; a system that cannot explain its decisions or maintain an audit trail is unlikely to meet the standards regulated institutions require. Graphyte Agentic Middleware is purpose-built for this: a governed orchestration layer that is designed to ground AI agents in accurate, explainable and auditable intelligence, helping compliance teams to accelerate investigations and surface hidden networks while keeping human oversight intact.

Quantifind serves a global customer base that includes six of the world's top ten Tier 1 financial institutions and tens of thousands of compliance and national security professionals. That kind of traction — at some of the world's most scrutinized institutions — is not easily won. Fintech, including digital banking and financial crime prevention, has long been a key focus area for Summit Partners, and, we believe Quantifind is building a category-defining platform in this market. We are proud to partner with Ari Tuchman and the Quantifind team as they extend Graphyte's reach globally and build for the agentic era.

Read more: Quantifind Announces $200 Million Growth Investment Led by Summit Partners to Advance AI-native Risk Intelligence and Governed Agentic Middleware for Modern Risk Operations

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