Artificial Intelligence in Startup Investing: Opportunities, Challenges, and Human-AI Collaboration

Authors

  • Giacomo Perazzo Università degli Studi di Genova
  • Renata Paola Dameri Università degli Studi di Genova

DOI:

https://doi.org/10.34190/icair.5.1.4372

Keywords:

Artificial Intelligence, Venture Capital, Startup Risk Assessment, Decision Support Systems, Entrepreneurship, Human–AI Collaboration

Abstract

This paper presents a study on the integration of Artificial Intelligence (AI) in Venture Capital (VC) decision-making. Drawing on recent academic and applied research, the study aims to investigate the key domains where AI is deployed in VC processes and the evolving relationship between human investors and AI tools. The review highlights that AI is increasingly used in deal sourcing, startup screening, due diligence, valuation modelling, and exit prediction. While AI demonstrates advantages in speed, scalability, and objectivity—particularly in pattern recognition and bias reduction—it also presents notable limitations. These include dependency on historical data, difficulty in assessing qualitative founder traits, and risks of perpetuating algorithmic biases. Consequently, a hybrid approach is advocated, where AI augments but does not replace human expertise. Moreover, the study examines how AI is changing investor behaviour and the nature of investor–founder relationships. AI is generally used to augment rather than replace human judgment, supporting decision-making rather than automating it. This shift raises new considerations around trust, transparency, and fairness in human–AI collaboration. The research concludes that while AI holds transformative potential for venture capital—enhancing efficiency, objectivity, and scalability—a hybrid approach that combines algorithmic insights with human expertise remains essential. Ethical adoption, attention to qualitative factors, and the design of explainable and inclusive AI systems will be critical to maximizing its benefits in startup investment.

Author Biography

Renata Paola Dameri, Università degli Studi di Genova

Professoressa associata

Dipartimento di economia

ECON-06/A – Economia aziendale

Prorettrice all’internazionalizzazione Componente del Consiglio direttivo

Centro italiano di eccellenza sulla logistica, i trasporti e le infrastrutture - CIELI

Curriculum Vitae (Italiano)

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Published

2025-12-04