Reports and studies — Financial Advisory, Technology

Lazard Technology Advisory | AI Impact on Technology M&A

October 13, 2025

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A new report, AI Impact on Technology M&A, from Lazard’s Technology Advisory team examines how AI is emerging as a once-in-a-generation investment opportunity, how investors are evaluating AI in the context of M&A, and key AI themes / narratives that are resonating with investors. 

Key Takeaways:

  • AI is emerging as a once-in-a-generation investment opportunity, driving massive investment into AI-native businesses.
    • 57.9% of global VC dollars invested in Q1 2025 went to AI and machine learning.
  • Within tech, the jury is still out as to whether incumbents or new entrants will win the AI race.
  • The critical question is fast becoming “make or break” for investors.
    • 70% of respondents have backed out of at least one active deal based on AI exposure.
  • AI is challenging established business models within software creating new opportunities
  • As deal processes become more complex in the new AI era, success will be driven by clear, effective messaging and narratives on AI:
    • Proprietary Data
    • Tacit Knowledge
    • Humans-in-the-Loop
    • Workflow Visibility
    • Customer Relationships & Trust
    • Mission Critical Industries
    • Distribution
    • Revenue & Efficiency Gains

To access the full deck, please click here

Sources: Pitchbook data inc., Coatue, Bain and Company

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