Blog

Insights, analysis, and updates from the FinCatch team.

January 16, 2026

Beyond the Black Box: Explainable AI in Finance

In the high-stakes world of finance, "trust me, I’m an AI" is not a viable strategy. A single hallucinated statistic or anachronistic data point can trigger million-dollar losses.

AIFinancial ResearchExplainable AILLMGraph
December 7, 2025

Brief Breakdown of nano-graphrag: A Lightweight Alternative to GraphRAG

An exploration of nano-graphrag, a more hackable implementation of GraphRAG for knowledge graph-enhanced retrieval augmented generation

AIFinancial ResearchTechnologyLLMGraphRAG

    We value your privacy

    We use cookies to enhance your browsing experience, serve personalized content, and analyze our traffic. By clicking "Accept All", you consent to our use of cookies.