The Role of AI in Accelerating Venture Capital Decision-Making

Authors

    Isabella Rossi * Department of Data Analytics, Politecnico di Milano, Milan, Italy isabella.rossi1990@gmail.com

Keywords:

Artificial Intelligence, Venture Capital, Decision-Making, Predictive Analytics, Portfolio Management, Cognitive Biases, Investment Decisions

Abstract

This study aims to explore the role of artificial intelligence (AI) in accelerating venture capital (VC) decision-making processes, examining how AI tools influence investment decisions and outcomes in venture capital firms. A qualitative research design was employed, consisting of semi-structured interviews with 25 participants, including venture capitalists and AI specialists. The participants were recruited through online platforms and the data was analyzed using NVivo software to identify key themes and patterns related to AI integration in the VC decision-making process. The study reached theoretical saturation, ensuring comprehensive insights into the topic. The findings reveal that AI significantly enhances venture capital decision-making by improving data processing, reducing cognitive biases, enhancing predictive capabilities, and aiding in portfolio management. AI tools enable the efficient analysis of large datasets, leading to more objective decision-making. Additionally, AI's predictive models assist venture capitalists in identifying high-potential startups, while its real-time analytics optimize portfolio performance. However, challenges such as the complexity and lack of transparency in AI systems, along with concerns about biases in the training data, were also identified. Despite these challenges, the participants indicated that AI’s benefits outweigh its limitations. AI plays a transformative role in the venture capital industry by improving efficiency, objectivity, and prediction accuracy in decision-making. While challenges remain, particularly regarding transparency and biases, the potential for AI to enhance VC decision-making is substantial. Future research should focus on addressing these challenges, exploring the long-term impact of AI on investment outcomes, and investigating its ethical implications.

Downloads

Download data is not yet available.

Downloads

Published

2023-07-01

Submitted

2023-05-25

Revised

2023-06-12

Accepted

2023-06-21

How to Cite

Rossi, I. (2023). The Role of AI in Accelerating Venture Capital Decision-Making. Digital Transformation and Administration Innovation, 1(1), 46-54. https://journaldtai.com/index.php/jdtai/article/view/46

Similar Articles

11-20 of 44

You may also start an advanced similarity search for this article.