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Generative AI in Financial Due Diligence.
This report explores the transformative impact of Generative AI on financial due diligence within the M&A domain, focusing on its potential to streamline processes, increase efficiency, and enhance analysis. It highlights the significant uptake of AI technologies in the sector, with 86% of organizations reportedly integrating AI into M&A workflows. Key areas such as document review, target screening, and scenario modeling are set to benefit from AI-enabled enhancements. Challenges such as data security and governance are addressed to ensure responsible AI adoption. The report also provides strategic insights for scaling AI across the M&A lifecycle.
AI AdoptionDue DiligenceGenerative AIM&APharma M&A
Biniyam Dejene, Ghost Research
2026-01-02
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45Pages of Deep Analysis
33Credible Sources Referenced
5Data Analysis Tables
5Proprietary AI Visuals

Biniyam Dejene
12+ Years of Experience
Sectors & Industries
IndustrialsFinancials
Functions & Expertise
Investment managementFinance operationPublic investment management
+1
Perspective.
PurposeTo explore the role of Generative AI in transforming M&A due diligence processes.
AudienceIntended for M&A professionals, financial analysts, and corporate executives.
Report LengthComprehensive analysis.
Focus Areas.
Industries JobsFocuses on M&A and financial services.
Geographic AreasPrimarily focused on the United States.
Special EmphasisHighlights innovation in AI technology.
Report Layout.
Methodology and Evidence Framework
- Data Sources
- Case Study Types
- Evidence Limitations
The Role of Generative AI in M&A
- Accelerating Deal Processes
- Automating Document Review
- Compressing Transaction Timelines

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Insights.
Generative AI reduces M&A document review times by 50-70%.AI adoption in pre-sign M&A activities is particularly high.Data security and regulatory compliance are significant challenges.AI tools can improve risk identification accuracy significantly.Strategic AI adoption requires robust governance frameworks.Key Questions Answered.