arXiv Paper Proposes Public-Data Toolchain for Venture Lifecycle Decisions
A new arXiv preprint describes a decision-support toolchain built from publicly available data to help founders evaluate ideas before launching and choose operating moves and investors afterward. The system combines time-bounded proposal profiling with market and momentum analysis across stages of a startup's life. It is presented as an academic paper rather than a released product.