Artificial Intelligence startups and financial conditions: Evidence from Italy

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Authors: Elisa Giaretta, Francesco Zen
Cited by: 0
References: 21

Abstract

Artificial intelligence (AI) startups play a crucial role in technological and economic development, yet their financing mechanisms remain underexplored. This study examines the funding of AI startups, analyzing a dataset of 9,000 Italian innovative startups, including 588 AI-focused ventures. Results indicate that AI startups present better financial conditions than their peers, specifically greater liquidity ratio, solvency ratio, current ratio and interest coverage. Further analyses highlight the factors that may influence investment decisions, such as skilled employees, R&D intensity and a management team characterized by a greater presence of young people and a lower presence of women and foreigners.

Fields of Study & Subjects

Private Equity and Venture Capital FinTech Crowdfunding Digital Finance Firm Innovation and Growth

Publication details

Journal / source
Finance research letters
Volume
92
Pages
109584–109584
Publication date
28 January 2026
Language
EN