An AI-Powered System for Advanced Startup Analysis and Decision Support in Venture Capital

Venture capital analysts spend considerable time manually researching startup data before making investment decisions. This thesis introduces an automated system that leverages large language models and web search to generate structured Startup Profiles, significantly reducing manual effort. These profiles are presented through an interactive dashboard and used to train a predictive model that supports deal evaluation.

Publication Details

Journal
Electronic Theses and Dissertations Repository (University of Pisa)
Published
2025-07-13
Primary Topic
Geochemistry and Geologic Mapping
Type
article
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article

An AI-Powered System for Advanced Startup Analysis and Decision Support in Venture Capital

Electronic Theses and Dissertations Repository (University of Pisa)
Geochemistry and Geologic Mapping
article

An AI-Powered System for Advanced Startup Analysis and Decision Support in Venture Capital

article en

Abstract

Venture capital analysts spend considerable time manually researching startup data before making investment decisions. This thesis introduces an automated system that leverages large language models and web search to generate structured Startup Profiles, significantly reducing manual effort. These profiles are presented through an interactive dashboard and used to train a predictive model that supports deal evaluation.

Electronic Theses and Dissertations Repository (University of Pisa)
Industry, innovation and infrastructure
Openalex Percentile: Top 41%
Geochemistry and Geologic Mapping
Open Access PDFOpenAlex
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An AI-Powered System for Advanced Startup Analysis and Decision Support in Venture Capital · Electronic Theses and Dissertations Repository (University of Pisa) (2025) | TGRS Research Map | TGRS