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MMA:2025驾驭生成式AI格局:营销组织实用路线图(中译版)(12页).pdf

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1、August 2025Navigating the GenAI LandscapeA Practical Roadmap for Marketing OrganizationsM M A W H I T E P A P E RAbstractGenerative AI(GenAI)may offer a transformative potential for marketing,but realizing this requires a strategic,organization-wide approach.This white paper,based on a comprehensive

2、 study conducted by the MMA/MarCaps partnership(n=521)and interviews with leading CMOs,explores the challenges and opportunities inherent in GenAI adoption.We introduce a strategic framework,the Need-Case Map,to guide marketers in prioritizing investments,aligning initiatives with business objective

3、s,and maximizing impact.Our research reveals key differentiators of leading firms,emphasizing the critical role of a need-case-driven approach,robust organizational capabilities,and a structured roadmap for navigating GenAI deployment.Figure 1:GenAI Adoption ChallengesData or information security ri

4、sksScaling GenAI pilots across more areas of the businessData quality and quantityLimited knowledge about the opportunities and ways of adoptionIntegration with existing systemsNeed for continuous learning and adaptationEthical and regulatory concernsHigh costs and/or unclear return on investment(RO

5、I)Lack of skilled talentConcern that it could replace jobsSelecting different vendors and technology solutionsFragmented and uncoordinated efforts across the organizationDifficulty to explain or limited transparency on how it worksDifficulty changes practices and adopting new behaviorsLimited suppor

6、t for change by leaders10%20%Percentage of Firms30%40%3IntroductionThe capacity of Generative AI to create diverse content formats from text and images to code is fundamentally reshaping the marketing industry.Despite the recognized potential,many organizations struggle to translate GenAIs promise i

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根据《Navigating the GenAI Landscape: A Practical Roadmap for Marketing Organizations》白皮书,以下是全文关键点: 1. **GenAI挑战**:组织在GenAI采用中面临三大挑战:扩展试点项目、应对复杂的市场格局、处理数据安全和隐私问题。 2. **最佳实践**:成功采用GenAI的企业具备以下特点:领导层的主动支持、建立组织能力、明确AI战略和目标。 3. **数据重要性**:GenAI需要更细粒度的数据(KPIs),而非传统营销的KPIs。 4. **战略框架**:白皮书提出了“需求-案例图”,帮助营销人员优先考虑投资,将倡议与业务目标对齐,并最大化影响。 5. **行业差异**:技术、零售等行业在GenAI采用方面领先,这归因于它们丰富的第一方客户数据。 6. **未来展望**:CMOs应通过明确所有权、识别“需求案例”、准备组织等措施,推动GenAI的成功采用。
挑战与机遇" 营销新动力" GenAI落地指南"
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