WP13
VQuant: An Agentic Large Language Model Architecture for Automated Quantitative Financial Analysis and Document Generation
Reasoning-Augmented Tool Orchestration, In-Loop Numerical Computation, and Multi-Format Reporting
Large language models write fluently about finance, but fluency does not make a number correct, current, or reproducible. This paper is a design-science description of VQuant, a deployed web platform that couples a reasoning-capable LLM with a deterministic execution substrate so that a natural-language request…