查看购物车
  • Traditional Chinese
  • English
  • Japanese
封面
市场调查报告书
商品编码
1863599

拉丁美洲支付与电子商务领域的人工智慧：成长、创新与结构性挑战（2025）

AI in Latin America's Payments and E-Commerce: Growth, Innovation, and Structural Challenges 2025
出版日期: | 出版商: yStats.com | 英文 145 Pages | 商品交期: 最快1-2个工作天内

价格
简介目录

根据 yStats.com 的一份报告，人工智慧在拉丁美洲领先的金融科技中心的支付和电子商务市场中的应用正在加速。然而，结构性障碍、人才短缺和治理不平衡阻碍了​​人工智慧在该地区大规模部署。

儘管金融科技生态系统正在推动人工智慧的发展，但区域差异依然存在：

人工智慧在拉丁美洲的应用正在不断推进，其中巴西、墨西哥和哥伦比亚凭藉其强大的金融科技生态系统和支持性的监管环境处于领先地位。预计该地区的金融科技业将在 2017 年至 2023 年间增长 300% 以上，从而在全球范围内占一席之地。然而，由于成本高昂和技术专长不足，较小的经济体正在落后，超过 40% 的公司将人才短缺和投资回报率不明确列为主要障碍。

人才短缺和基础设施不足阻碍业务扩张：

儘管大型企业在采用人工智慧方面取得了进展，但劳动力短缺仍然是一项重大挑战。约 60% 的企业将人工智慧培训列为首要任务，而一半的企业表示，主要都会区以外的地区缺乏资金和基础设施。儘管如此，生成式人工智慧的应用已经十分广泛，技能再培训和提升计画正在迅速发展，尤其是在巴西和墨西哥。

治理架构不断演进，但执法仍分散：

巴西、智利和哥伦比亚的监管进展正在加速，这些国家正在采用与国际标准一致的、按风险分级的人工智慧框架。超过一半的拉丁美洲人支持加强政府监管，强调透明度和问责制。然而，机构能力有限和执法不力仍然是挑战，阻碍了该地区建立一致的人工智慧治理体系。

本报告分析了拉丁美洲支付和电子商务领域的人工智慧市场。报告对人工智慧的应用趋势和模式、功能性用例、风险管理、信任和安全措施、竞争格局、监管环境以及创新推动因素进行了区域和国别分析。

目录

第一章：要点总结

第二章：管理概要

第三章：人工智慧应用现况及区域格局

  • 拉丁美洲：应用基准
    • 区域
    • 拉丁美洲及全球：企业及人工智慧应用案例占比
    • 拉丁美洲及全球：对生成式人工智慧业务影响的认知
    • 拉丁美洲及全球：人工智慧应用团队的组建
    • 拉丁美洲及加勒比海地区：依接触生成式人工智慧程度划分的职位分类
    • 拉丁美洲及加勒比海地区：以生成式人工智慧提升生产力潜力划分的职位分类
    • 拉丁美洲及加勒比海地区：按生成式人工智慧自动化风险划分的职位分类
    • 拉丁美洲美洲与加勒比海地区：依生成式人工智慧接触程度划分的劳动力分布
    • 拉丁美洲：按业务职能划分的人工智慧工具使用公司百分比
    • 拉丁美洲：依业务职能划分的人工智慧工具影响认知
    • 拉丁美洲：基于人工智慧的商业解决方案的采用率
    • 拉丁美洲：公司采用人工智慧的阶段
    • 拉丁美洲：人工智慧能力发展方法
    • 拉丁美洲：以人工智慧为中心或已实现人工智慧赋能的 Latitude Fellowship 公司百分比
    • 拉丁美洲：创办人对人工智慧对商业和社会变革性影响的认知
    • 拉丁美洲：创办人对人工智慧降低成本和增加收入的影响的认知
    • 拉丁美洲：创办人对人工智慧市场预期的认知
    • 拉丁美洲：创办人对人工智慧热潮和投资人过度炒作的认知
    • 拉丁美洲：生成式人工智慧的普及率科技公司采用情况
    • 拉丁美洲：人工智慧框架采用率
    • 拉丁美洲：已采用的人工智慧框架数量
    • 拉丁美洲：人工智慧对劳动市场的预期影响
    • 拉丁美洲：人工智慧采用的关键推动因素
    • 拉丁美洲：影响人工智慧采用预期的关键因素
    • 拉丁美洲：各国对人工智慧的理解
    • 拉丁美洲：各国人工智慧工具的日常使用情况
    • 国家聚焦
    • 巴西：大众对人工智慧的认知
    • 巴西：企业对人工智慧在自动化和效率提升方面的作用的看法
    • 墨西哥：企业对人工智慧在自动化和效率提升方面的作用的看法
    • 哥伦比亚：企业对人工智慧在自动化和效率提升方面的作用的看法
    • 智利：企业对人工智慧在自动化和效率提升方面的作用的看法
    • 阿根廷：企业对人工智慧在自动化和效率提升方面的作用的看法
    • 巴西：企业对人工智慧的预期人工智慧对产业的影响
    • 墨西哥：企业对人工智慧对产业影响的预期
    • 哥伦比亚：企业对人工智慧对产业影响的预期
    • 智利：企业对人工智慧对产业影响的预期
    • 阿根廷：企业对人工智慧对产业影响的预期
    • 巴西：人工智慧策略见效时间
    • 墨西哥：人工智慧策略见效时间
    • 哥伦比亚：人工智慧策略见效时间
    • 智利：人工智慧策略见效时间
    • 阿根廷：人工智慧策略见效时间
    • 巴西：人工智慧投资计划
    • 墨西哥：人工智慧投资计划
    • 哥伦比亚：人工智慧投资计划
    • 智利：人工智慧投资计划
    • 阿根廷：人工智慧投资计划
  • 卖家区隔与障碍
    • 拉丁美洲和加勒比地区：人工智慧应用的基础设施、运算、伺服器和资料环境的差距
    • 拉丁美洲与加勒比海地区：人工智慧人才短缺、教育体系薄弱、企业级应用差异
    • 拉丁美洲：人工智慧在服务出口方面的机会、投资缺口、出口延迟和技能差距
    • 拉丁美洲：人工智慧实施的关键挑战
    • 拉丁美洲：人工智慧应用的关键障碍
    • 拉丁美洲：人工智慧应用的关键抑制因素
    • 拉丁美洲：人工智慧探索阶段的障碍
    • 拉丁美洲：人工智慧应用所需的支援领域

第四章 依功能和经济影响划分的用例

  • 电子商务卖家经营
    • 拉丁美洲：透过人工智慧提升生产力
    • 拉丁美洲：人工智慧应用的益处
    • 拉丁美洲：按业务职能划分的人工智慧应用分布
    • 拉丁美洲：人工智慧技术在日常营运的应用
  • 支付与金融科技应用案例
    • 拉丁美洲：金融科技产业的成长为人工智慧赋能支付奠定了基础
    • 拉丁美洲：各国金融科技集中度与人工智慧准备度
    • 拉丁美洲：金融科技新创公司和人工智慧创新成长最快的国家
    • 拉丁美洲：区块链代币化、人工智慧监控与以客户为中心的银行改革

第五章 风险管理、信任与安全

  • 诈欺和威胁趋势
    • 拉丁美洲与墨西哥：网路犯罪企图与人工智慧技能短缺
    • 拉丁美洲：数位支付诈欺预防、成本、人工智慧侦测工具和合作伙伴关係
    • 拉丁美洲：新创公司采用人工智慧面临的主要风险
    • 拉丁美洲：各国采用人工智慧导致差距扩大的担忧
  • 信任与准备状况
    • 巴西：对与人工智慧工具分享个人资料的接受程度
    • 巴西：与人工智慧和传统机构共享资料的意愿
    • 巴西：人工智慧培训投资计划
    • 墨西哥：人工智慧培训投资计划
    • 哥伦比亚：人工智慧培训投资计划
    • 智利：人工智慧培训投资计划
    • 阿根廷：人工智慧培训投资计划
    • 巴西：以人工智慧为重点的人才策略
    • 墨西哥：以人工智慧为重点的人才策略
    • 哥伦比亚：以招募为重点的人工智慧人才策略
    • 智利：以人工智慧为重点的人才策略招聘
    • 阿根廷：以人工智慧招募为重点的人才策略
    • 巴西：人工智慧实施中永续性的重要性
    • 墨西哥：人工智慧实施中永续性的重要性
    • 哥伦比亚：人工智慧实施中永续性的重要性
    • 智利：人工智慧实施中永续性的重要性
    • 阿根廷：人工智慧实施中永续性的重要性
  • 监理与合规
    • 拉丁美洲：各国对政府参与人工智慧监管的支持
    • 拉丁美洲：包含基于原则的权利、风险分类和合规义务的人工智慧法案
    • 拉丁美洲：包含治理委员会、监管沙盒和对中小企业支持的人工智慧提案
    • 拉丁美洲：监管差距、国内框架、区域合作与人工智慧治理
    • 拉丁美洲：监理进展、治理、体制挑战及区域合作现况

第六章 竞争格局与人工智慧策略趋势

  • 市场规模与活跃度
  • 拉丁美洲：新创企业人工智慧应用比例
  • 拉丁美洲：人工智慧产品收入贡献及应用阶段
  • 拉丁美洲：人工智慧领先企业收入中人工智慧产品占比
  • 拉丁美洲：按收入区间划分的人工智慧和非人工智慧公司收入成长率中位数
  • 拉丁美洲：按收入区间划分的前25%公司收入成长率
  • 拉丁美洲：新创企业融资状况及人工智慧相关公司比例
  • 拉丁美洲：新创企业人工智慧应用领域分布
  • 拉丁美洲：已实施的人工智慧用例数量新创企业
  • 拉丁美洲：人工智慧在新创企业营运的应用领域
  • 拉丁美洲：新创企业中人工智慧模型的使用
  • 拉丁美洲：衡量人工智慧投资报酬率的新创企业比例
  • 拉丁美洲：衡量人工智慧投资报酬率的指标
  • 拉丁美洲：人工智慧领域的领导地位
  • 拉丁美洲：人工智慧/机器学习云端工作负载按提供者分布情况
  • 拉丁美洲：用于人工智慧/机器学习工作负载的云端供应商数量
  • 拉丁美洲：机器学习提供者及其部署数量
    • 创投策略与人工智慧整合趋势
    • 拉丁美洲：创投机构对以人工智慧为中心的新创企业的投资意愿
    • 拉丁美洲：投资组合公司采用人工智慧的障碍
    • 拉丁美洲：创投公司内部的人工智慧应用案例
    • 拉丁美洲：创投公司对人工智慧应用的使用情况

章节7 人工智慧治理、监管与创新推动因素

  • 人工智慧创新框架
    • 拉丁美洲和加勒比地区：人工智慧应用吸收能力、准备差距和国际定位
    • 拉丁美洲与加勒比海地区：人工智慧应用如何影响经济、社会和技术发展及带来的机会与风险
    • 拉丁美洲和加勒比海地区：负责任的人工智慧倡议、政策挑战、监管需求和资料治理差距
    • 拉丁美洲：各国对人工智慧挑战准备的认知
    • 南美洲：政府资料基础设施的人工智慧准备情况
    • 巴西：政府资料基础设施的人工智慧准备情况
简介目录
Product Code: 1705

yStats.com reports that AI adoption in Latin America's payments and E-Commerce markets accelerates in leading fintech hubs, while structural barriers, talent gaps, and uneven governance limit scalable impact across the region

Fintech ecosystems accelerate AI growth, yet uneven readiness persists

AI adoption is advancing across Latin America, led by Brazil, Mexico, and Colombia through strong fintech ecosystems and supportive regulations. The region's fintech sector grew by over 300% between 2017 and 2023, cementing its global relevance. Yet smaller economies remain behind due to high costs and limited technical expertise, with more than 40% of firms citing skill shortages and unclear ROI as primary barriers.

Talent shortages and infrastructure gaps hinder enterprise scaling

Large firms increasingly integrate AI, but workforce constraints remain critical. Around 60% of organizations highlight AI training as their top need, while half point to funding and infrastructure challenges outside major hubs. Despite this, Generative AI use is already widespread, especially in Brazil and Mexico, where upskilling programs are expanding rapidly.

Governance frameworks evolve, but enforcement remains fragmented

Regulatory progress is accelerating as Brazil, Chile, and Colombia introduce risk-tiered AI frameworks aligned with global norms. Over half of Latin Americans support stronger government oversight emphasizing transparency and accountability. However, limited institutional capacity and uneven enforcement continue to hinder cohesive regional governance.

Table of Contents

1. Key Takeaways

2. Management Summary

3. AI Adoption Landscape & Regional Patterns

  • 3.1. Latin America: Adoption Benchmarks
    • 3.1.1. Regional
    • Latin America & Global: AI Adoption by Enterprise Use Cases, in % of Respondents, 2024
    • Latin America & Global: Perceived Business Impact of Generative AI, in % of Companies, 2023 & 2024
    • Latin America & Global: AI Delivery Team Implementation, in % of Companies, 2023 & 2024
    • Latin America & The Caribbean: Job Categories by Exposure to GenAI, in % of Respondents, April 2025
    • Latin America & The Caribbean: Job Categories by Productivity Potential from GenAI, in % of Resp., Apr 2025
    • Latin America & The Caribbean: Job Categories by Automation Risk from GenAI, in % of Resp., April 2025
    • Latin America & The Caribbean: Workforce Distribution by GenAI Exposure, in % of Resp., April 2025
    • Latin America: Share of Organizations Using AI Tools Across Business Functions, in % of Resp., 2024
    • Latin America: Perceived Impact of AI Tools Across Business Functions, in % of Respondents, 2024
    • Latin America: Adoption of AI-Based Business Solutions, in % of Companies, Jan 2025
    • Latin America: Stage of AI Adoption in Organizations, in % of Respondents, 2025
    • Latin America: Approaches to AI Capability Development, in % of Respondents, 2025
    • Latin America: Share of Latitud Fellowship Companies Identifying as AI-centric or AI-enabled, in % of Resp., 2022-2023 & H1 2024
    • Latin America: Founders' Views on AI Transformative Force for Business and Society, in % of Resp., 2024
    • Latin America: Founders' Expectations of AI Impact on Cost Reduction and Revenue Growth, in % of Resp., 2024
    • Latin America: Founders' Perceptions of AI Market Expectations, in % of Respondents, 2024
    • Latin America: Founders' Views on AI Hype and Investor Overexpectations, in % of Respondents, 2024
    • Latin America: Generative AI Adoption in Tech Companies, in % of Respondents, 2024
    • Latin America: Adoption of AI Frameworks by Provider, in % of Respondents, Mar-Apr 2025
    • Latin America: Number of AI Frameworks Adopted, in % of Respondents, Mar-Apr 2025
    • Latin America: Expected Impact of AI on Workforce, in % of Respondents, Mar-Apr 2025
    • Latin America: Main Drivers of AI Adoption, in % of Respondents, Jan 2025
    • Latin America: Main Drivers of Excitement About AI Adoption, in % of Respondents, 2025
    • Latin America: Good Understanding of AI by Country, in % of Respondents, Aug-Sep 2024
    • Latin America: Use of AI Tools in Daily Life by Country, in % of Respondents, Aug-Sep 2024
    • 3.1.2. Country Spotlights
    • Brazil: Population Familiarity with AI, in % of Respondents, 2024
    • Brazil: Corporate Perceptions of AI for Automation and Efficiency, in % of Respondents, Jan 2025
    • Mexico: Corporate Perceptions of AI for Automation and Efficiency, in % of Respondents, Jan 2025
    • Colombia: Corporate Perceptions of AI for Automation and Efficiency, in % of Respondents, Jan 2025
    • Chile: Corporate Perceptions of AI for Automation and Efficiency, in % of Respondents, Jan 2025
    • Argentina: Corporate Perceptions of AI for Automation and Efficiency, in % of Respondents, Jan 2025
    • Brazil: Corporate Expectations of AI's Impact on Industry, in % of Respondents, Jan 2025
    • Mexico: Corporate Expectations of AI's Impact on Industry, in % of Respondents, Jan 2025
    • Colombia: Corporate Expectations of AI's Impact on Industry, in % of Respondents, Jan 2025
    • Chile: Corporate Expectations of AI's Impact on Industry, in % of Respondents, Jan 2025
    • Argentina: Corporate Expectations of AI's Impact on Industry, in % of Respondents, Jan 2025
    • Brazil: Expected Timeline of Results from AI Strategies, in % of Respondents, Jan 2025
    • Mexico: Expected Timeline of Results from AI Strategies, in % of Respondents, Jan 2025
    • Colombia: Expected Timeline of Results from AI Strategies, in % of Respondents, Jan 2025
    • Chile: Expected Timeline of Results from AI Strategies, in % of Respondents, Jan 2025
    • Argentina: Expected Timeline of Results from AI Strategies, in % of Respondents, Jan 2025
    • Brazil: AI Investment Plans, in % of Respondents, Jan 2025
    • Mexico: AI Investment Plans, in % of Respondents, Jan 2025
    • Colombia: AI Investment Plans, in % of Respondents, Jan 2025
    • Chile: AI Investment Plans, in % of Respondents, Jan 2025
    • Argentina: AI Investment Plans, in % of Respondents, Jan 2025
  • 3.2. Seller Segmentation & Barriers
    • Latin America & The Caribbean: Infrastructure, Computing, Server, and Data Ecosystem Gaps for AI Adoption, Aug 2025
    • Latin America & The Caribbean: AI Talent Shortages, Education Pipeline Weaknesses, and Firm-Level Adoption Gaps, Aug 2025
    • Latin America: AI Opportunity in Service Exports, Investment Gap, Export Lag, and Skills Gap, Aug 2025
    • Latin America: Main Challenges to AI Implementation, in % of Respondents, 2024
    • Latin America: Main Obstacles to AI Adoption, in % of Respondents, Jan 2025
    • Latin America: Leading Barriers to AI Adoption, in % of Respondents, Mar-Apr 2025
    • Latin America: Barriers to AI Exploration, in % of Respondents, 2025
    • Latin America: Key Areas of Support Needed for AI Adoption, in % of Respondents, Mar-Apr 2025

4. Functional Use Cases & Economic Impact

  • 4.1. E-Commerce Seller Operations
    • Latin America: Productivity Gains from AI Adoption, in % of Respondents, 2025
    • Latin America: Benefits of AI Adoption, in % of Respondents, Jan 2025
    • Latin America: Business Functions of AI Implementation, in % of Respondents, Jan 2025
    • Latin America: Use of AI Technologies in Daily Operations, in % of Respondents, 2025
  • 4.2. Payments & FinTech Use Cases
    • Latin America: FinTech Sector Growth as a Foundation for AI-Enabled Payments, in Number of Comp., 2017 & 2023
    • Latin America: FinTech Concentration and AI Readiness Potential by Country, in % of Total Fintech Comp., 2024
    • Latin America: Count. with the Highest Growth in Fintech Startups and AI Innovation Potential, in % of Comp., 2022-2024
    • Latin America: Blockchain Tokenization, AI Monitoring, and Customer-Centric Banking Innovations, Sep 2025

5. Risk Management, Trust & Security

  • 5.1. Fraud & Threat Trends
    • Latin America & Mexico: Cybercrime Attempts and AI Professional Shortages in Millions, Oct 2024
    • Latin America: Fraud Challenges, Costs, AI Detection Tools, and Partnerships in Digital Payments, Sep 2025
    • Latin America: Biggest Risks to AI Deployment in Startups, in % of Respondents, 2025
    • Latin America: AI and Intensified Inequality by Country, in % of Respondents, Aug-Sep 2024
  • 5.2. Trust & Readiness
    • Brazil: Comfort Levels in Sharing Personal Data with AI Tools, in % of Respondents, 2024
    • Brazil: Public Readiness for Data Sharing with AI and Traditional Inst., in % of Resp. Comfortable Sharing Data, 2024
    • Brazil: Planned AI Training Investments for Teams, in % of Respondents, Jan 2025
    • Mexico: Planned AI Training Investments for Teams, in % of Respondents, Jan 2025
    • Colombia: Planned AI Training Investments for Teams, in % of Respondents, Jan 2025
    • Chile: Planned AI Training Investments for Teams, in % of Respondents, Jan 2025
    • Argentina: Planned AI Training Investments for Teams, in % of Respondents, Jan 2025
    • Brazil: Workforce with AI Hiring Focus, in % of Respondents, Jan 2025
    • Mexico: Workforce with AI Hiring Focus, in % of Respondents, Jan 2025
    • Colombia: Workforce with AI Hiring Focus, in % of Respondents, Jan 2025
    • Chile: Workforce with AI Hiring Focus, in % of Respondents, Jan 2025
    • Argentina: Workforce with AI Hiring Focus, in % of Respondents, Jan 2025
    • Brazil: Importance of Sustainability in Implementing AI Solutions, in % of Respondents, Jan 2025
    • Mexico: Importance of Sustainability in Implementing AI Solutions, in % of Respondents, Jan 2025
    • Colombia: Importance of Sustainability in Implementing AI Solutions, in % of Respondents, Jan 2025
    • Chile: Importance of Sustainability in Implementing AI Solutions, in % of Respondents, Jan 2025
    • Argentina: Importance of Sustainability in Implementing AI Solutions, in % of Respondents, Jan 2025
  • 5.3. Regulation & Compliance
    • Latin America: Support for Government Regulation of AI by Country, in % of Respondents, Aug-Sep 2024
    • Latin America: AI Bills with Principle-Based Rights, Risk Classification, and Compliance Obligations, Sep 2025
    • Latin America: AI Proposals with Governance Councils, Regulatory Sandboxes, and SME Support, Sep 2025
    • Latin America: Regulatory Gaps, Local Frameworks, Regional Coordination, and AI Governance, Sep 2025
    • Latin America: Regulatory Progress, Governance, Institutional Gaps, and Regional Cooperation in AI, Sep 2025

6. Competitive Landscape & Strategic AI Movement

  • 6.1. Market Scale & Activity
    • Latin America: AI Adoption by Approach in Startups, in % of Respondents, Mar-Apr 2025
    • Latin America: AI Adoption Levels and Revenue Contribution from AI-Powered Products, in % of Resp., Mar-Apr 2025
    • Latin America: Share of AI Leaders' Revenues Attributable to AI-Powered Products, in % of Resp., Mar-Apr 2025
    • Latin America: Median Revenue Growth of AI and Non-AI Companies Across Income Bands, in % of Resp., Mar-Apr 2025
    • Latin America: Top-Quartile Revenue Growth of AI and Non-AI Companies Across Income Bands, in % of Resp., Mar-Apr 2025
    • Latin America: Funding Status of Startups and AI Share of Funded Firms, in % of Resp., Mar-Apr 2025
    • Latin America: AI Adoption Across Application Areas Among Startups, in % of Respondents, Mar-Apr 2025
    • Latin America: Number of AI Use Cases Implemented Per Startup, in % of Respondents, Mar-Apr 2025
    • Latin America: Areas of AI Use in Startup Operations, in % of Respondents, 2025
    • Latin America: Use of AI Models in Startups, in % of Respondents, 2025
    • Latin America: Share of Startups Measuring ROI on AI Investments, in % of Resp., Mar-Apr 2025
    • Latin America: Metrics of ROI on AI Investments Among Startups, in % of Respondents, Mar-Apr 2025
    • Latin America: AI ROI Measurement Metrics, in % of Respondents, 2025
    • Latin America: Ownership of AI Leadership Roles in Startups, in % of Respondents, Mar-Apr 2025
    • Latin America: AI/ML Cloud Workload Distribution by Provider, in % of Respondents, Mar-Apr 2025
    • Latin America: Number of Cloud Providers Used for AI/ML Workloads, in % of Respondents, Mar-Apr 2025
    • Latin America: LLM Adoption by Provider and Number of Models Deployed, in % of Resp., Mar-Apr 2025
  • 6.2. Venture Capital Strategies & AI Integration Trends
    • Latin America: VC Investment Likelihood for AI-Core Startups, in % of Respondents, 2024 & 2025
    • Latin America: Barriers to VC Support for Portfolio AI Deployment, in % of Respondents, 2025
    • Latin America: Internal AI Use Cases Among VC Firms, in % of Respondents, 2023 & 2025
    • Latin America: Internal AI Application Usage by VC Firms, in % of Respondents, 2025

7. AI Governance, Regulation & Innovation Enablers

  • 7.1. AI Innovation Frameworks
    • Latin America & The Caribbean: Absorptive Capacity, Readiness Gaps, and Global Positioning in AI Adoption, Aug 2025
    • Latin America & The Caribbean: Opportunities and Risks of AI Adoption for Economic, Social, and Technological Development, Aug 2025
    • Latin America & The Caribbean: Responsible AI Initiatives, Policy Challenges, Regulatory Needs, and Data Governance Gaps, Aug 2025
    • Latin America: Perceived Country Preparedness to Face AI Challenges, in % of Respondents, Aug-Sep 2024
    • South America: Average Government AI Readiness in Data and Infrastructure, in Index Value, 2023 & 2024
    • Brazil: Government AI Readiness in Data and Infrastructure, in Index Value, 2023 & 2024