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Snowflake:2026年生成式AI与智能体投资回报率全球研究报告(英文版)(41页).pdf

上传人: 1****1 编号:1160367 2026-03-19 41页 2.42MB

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1、GLOBAL RESEARCH THE ROI OF GEN AI AND AGENTS 2026 The arrival of agentic AI finds early adopters ready to build on initial successGen AI Is an Enterprise Success.Next up:Agents.3 Agentic AI is already heating up .5 Gen AI challenges persist .6Gen AI Becomes a Goal-Focused Value Driver.7 Where gen AI

2、 shows up most .8 IT,dev and cybersecurity;analytics and data engineering;customer support .9Understanding Infrastructure Challenges.11 Investing in the gen AI future .13The Impacts of Gen AI on Jobs and Productivity.14 Enthusiasm for shadow AI continues .16Agentic AI:Early Adopters Chart Wins.17 Go

3、als and focus .18 Challenges and concerns .19Building on Success.20Industry Highlights.21 Advertising and Media,Financial Services,Healthcare and Life Sciences,.22 Manufacturing,Retail,TechnologyGlobal Perspective.29 Australia and New Zealand,Canada,France,Germany,India,Japan,.30 Singapore,United Ki

4、ngdom,United StatesMethodology.40Table of ContentsTable of Contents|2 The ROI of Gen AI and Agents 2026Gen AI Is an Enterprise Success.Next up:AgentsSeveral years of breathless hype and sharp derision have obscured the success of generative AI.Were told that LLMs cant count the Rs in strawberry,so t

5、heyre useless.At the same time,theyre so smart that theyre going to take all our jobs.Every few months,headlines herald a new foundation model or breakthrough sometimes impressive,sometimes a bit of a letdown.Every week,we get a new definition and timeline for artificial general intelligence.Or is“s

6、uperintelligence”the current hypothetical hotness?Its hard to keep up.Meanwhile,businesses have been experimenting with gen AI and putting their successes into production.Theyve been finding their versions of product/market fit,taking the“everything for everyone”promises of gen AI to make it deliver

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1. **Gen AI投资回报高**:92%早期采用者报告积极回报,量化投资回报率达49%(较去年增长20%),C级高管回报率最高(75%)。 2. **Agentic AI加速落地**:32%企业已部署AI代理,预计未来12个月37%将明确部署,高管预期回报率47%。 3. **核心挑战**:数据质量(40%)、员工技能(35%)、系统集成(31%)为主要障碍,中小企业人才短缺更突出(43% vs 34%)。 4. **应用场景**:IT运维(62%)、数据分析(59%)、网络安全(53%)为最常用领域,客户支持中86%提升满意度。 5. **就业影响**:46%企业报告AI创造或替代岗位,IT(40%)和客服(37%)岗位流失最显著,但75%深度采用者就业净积极。 6. **行业差异**:广告媒体ROI最高(69%),制造业最低(38%);科技行业在软件开发(67%)和IT运维(73%)领先。
AI投资回报率有多高? 企业如何应对AI挑战? AI代理何时普及?
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