Making Sense of AI in Due Diligence eBook

Making Sense of AI in Due Diligence How Intelligent Systems Generate, Verify, and Govern Risk Insights 

Artificial Intelligence (AI) is quickly becoming part of research, compliance, and investment workflows. Yet the term “AI” refers to a range of systems that operate in different ways, produce different types of outputs, and carry different levels of certainty. 

This eBook provides a clear, practical foundation for understanding how these systems function in due diligence. It breaks down core concepts in a structured and accessible way, helping readers understand how AI systems generate information, how outputs are governed, and what these differences mean in diligence workflows.

What you’ll learn: 

• How probabilistic and deterministic AI systems differ.

• How generative and agentic technologies function. 

• Why governance matters in AI-supported diligence workflows. 

• The difference between accuracy and explainability. 

• What to consider when using AI in diligence processes. 

Grounded in real diligence considerations, this eBook outlines how AI systems are applied in practice and what to factor in when findings may need to be documented and revisited over time.