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Lazard:2026人工智能对科技并购的影响研究报告(英文版)(65页).pdf

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1、C O N F I D E N T I A LC O N F I D E N T I A LLazard Technology AdvisoryAI IMPACT ON TECHNOLOGY M&A SECOND EDITION2 0 2 6Note on Edition 2.0:Post-Hype,Deployment EraL A Z A R D T E C H N O L O G Y A D V I S O R Y The first edition of Lazards AI Impact on Technology M&A from August 2025 explored the

2、potential of Generative AI and its emerging impact on M&A Edition 2.0 is written amid a market reckoning over AIs impact on the software ecosystem The key question remains whether we are witnessing a structural decoupling of valuations-AI Beneficiaries and Systems of Record enjoy strong investor and

3、 strategic interest,while Workflow Wrappers face existential risk Edition 2.0 outlines an updated view of the Agentic Era,where value is defined by proprietary data,workflow complexity,domain expertise,deterministic models and business model adaptability We appreciate the contributions from Ramp and

4、 Tropic,who shared proprietary data for this report2Executive SummaryL A Z A R D T E C H N O L O G Y A D V I S O R YTHE GREAT SAAS BIFURCATION Though public markets broadly penalize software,Generative AI forces a brutal divide “thin wrappers face existential commodity risk,while embedded systems le

5、verage data gravity and compliance moats to absorb labor budgetsAIAI MOATS 2.0 With foundational models converging,sustainable competitive advantage has shifted back to foundational business assets.Strategic value is now defined by proprietary and regulated data,the codification of human tacit knowl

6、edge,and closed feedback loopsTHE MONETIZATION TRANSITION As the market moves from peak hype to the deployment era,traditional seat-based pricing is under siege and incumbents explore new pricing models.THE INCUMBENT ADVANTAGE Despite the agility of AI-native startups,legacy software leaders possess

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1. **市场分化**:AI导致软件市场严重分化,"AI受益者"和"系统记录"获投资者青睐,而"工作流包装器"面临生存风险(80%的AI初创公司或消失)。 2. **估值重构**:软件估值从峰值46.8倍EV/EBITDA跌至9.3倍,市场预期增长率从15-20%降至5-10%。 3. **竞争壁垒**:可持续优势转向专有数据、领域知识、确定性模型及业务适应性(如Workday凭借劳动力法规数据构建护城河)。 4. **商业模式转型**:传统 seat 定价受冲击,转向按使用量、结果付费(如40%企业计划调整AI定价)。 5. **并购影响**:70%私募基金因AI风险终止交易,但AI相关战略交易占比升至53%(2025年)。 6. **赢家逻辑**:头部企业凭借工作流复杂度、分销规模及客户信任主导市场(如ZoomInfo集成AI后渗透率提升)。
AI如何颠覆软件? 软件估值分化? AI护城河新解?
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