Finch AI for Finance: Detecting Fraud, Understanding Positions, Counseling Clients

Financial advisors, risk managers and fraud teams regularly comb through volumes of disparate datasets to do their jobs. Consider the analyst looking to quickly find and digest content about the bank’s position on a stock or a company; or the fraud team constantly monitoring message traffic on the dark web; or the securities analyst mining research reports to answer specific questions about them. In each of these scenarios quickly, accurately and continually understanding entities, patterns and relationships is key.

At the same time, these analysts confront ever-growing data volumes, limited staff and financial resources, and a marketplace of tools with disparate capabilities and performance metrics. No matter the use case or the goal, these professionals can’t afford to miss important insights or to fall behind the daily data deluge before them. If they do, their institutions can be defrauded, customers can lose trust, and their organization’s ability to keep both clients and revenue will suffer.

In real-time and on a massive scale, Finch AI enables analysts working in the financial sector to beexponentially more efficient and effective. We do it by leveraging our unique approach to finding patterns, relationships and insights in nearly any form of human-generated text – streaming or static, structured or unstructured, in real-time and at scale. We combine these capabilities with a retrieval augmented generation pipeline, a massive knowledge graph, and the latest in agentic AI to run and re-run essential analyses in seconds, and to enable our customers to harness the transformative potential of AI for their missions. 

This means teams can work faster, more accurately and cover more ground than ever. It super-powers the financial industry analyst’s toolset and enables them to do more than ever before, on more data than ever before. It also means the analyst can better meet the needs of the clients, companies and stakeholders who are depending on them.  

To learn more about how Finch AI can help you unlock hidden value in your textual assets, request a free demo today.