科孚(CRIF):2025生成式AI应用综合调查报告:应用、价值创造与组织就绪度洞察(英文版)(31页).pdf

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科孚(CRIF):2025生成式AI应用综合调查报告:应用、价值创造与组织就绪度洞察(英文版)(31页).pdf

1、n 04I Insidenside G GenenAIAIGenerative AI adoption.A comprehensive survey.Insights on adoption,value creation,and organizational readiness.21 Executive summary 32 GenAI:a transformative shift 53 A structured approach 103.1 GenAI adoption strategy 133.2 Technology stack and development models 20 3.3

2、 Financial commitment and the human capital 23 3.4 Enablers of success 26 4 Conclusions 28I Insidenside G GenenAIAITable of Contents31 Executive summaryInsideInside G GenenAIAI4Executive summarySTRATEGIC COMMITMENT VS ROADMAP CLARITYCompanies are actively implementing GenAI,most are doing so without

3、 a well-defined roadmapsuggesting a largely exploratory approach.But a consistent part of the players have launched bold initiatives,positioning themselves as early movers and potential future disruptors.TOP CHALLENGES The most cited obstacles are technological complexity and internal skills gaps,un

4、derscoring the need for investments in infrastructure and talent.CORE BENEFITS Operational efficiency stands out as the most commonly expected and observed benefit,followed by cost reduction and enhanced customer personalization.“BUY”OVER“BUILD”The dominant development model is more buy than build,r

5、eflecting a preference for external solutions due to complexity,skill gaps and investments needed.1234452 GenAI:a transformative shift GenAI is rapidly transforming industries by enabling new capabilities such as content generation,automation,and decision support.InsideInside G GenenAIAI6CONTENT:Gen

6、AI refers to algorithms capable of creating new contenttext,images,code,databy learning patterns from vast datasets.Unlike traditional AI systems focused on classification or prediction,GenAI is creative,adaptive and context-aware.CORE CAPABILITIES:Text generation and summarizationCode writing and d

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