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嵌入式AI全球市场规模、份额、行业趋势分析报告：按行业、按资料类型（数值资料、感测器资料、影像/影像资料、类别资料、其他）、按产品、按地区、前景和预测：2023年~2030年
市场调查报告书
商品编码
1335887

嵌入式AI全球市场规模、份额、行业趋势分析报告：按行业、按资料类型（数值资料、感测器资料、影像/影像资料、类别资料、其他）、按产品、按地区、前景和预测：2023年~2030年

Global Embedded AI Market Size, Share & Industry Trends Analysis Report By Vertical, By Data Type (Numeric Data, Sensor Data, Image & Video Data, Categorical Data, and Others), By Offering, By Regional Outlook and Forecast, 2023 - 2030
出版日期: | 出版商: KBV Research | 英文 402 Pages | 订单完成后即时交付

价格

2030年，嵌入式人工智慧市场规模预计将达224亿美元，预测期内市场年复合成长率率为13.8%。

根据KBV Cardinal矩阵发布的分析，微软公司和Google公司是市场的领导者。 2023 年 6 月，Google Cloud 扩大了与 HCLTech 的合作伙伴关係，开发整合解决方案，帮助客户释放资料价值并充分发挥生成式 AI 的潜力。高通公司、甲骨文公司和西门子公司等公司是该市场的主要创新者。

市场成长要素

对节能且功能强大的处理器的需求不断增长

对能够处理复杂人工智慧演算法的更强大、更节能的处理器的需求不断增长，创造了更大的商业潜力。人工智慧演算法变得更加复杂且资源密集。这增加了对能够有效管理这些需求的处理器的需求。对于嵌入式 AI 解决方案供应商来说，对更强大处理器（例如高效能 CPU、GPU 和专用 AI 加速器）的需求创造了提供尖端硬体的机会。供应商正在寻求创建先进的处理器、边缘运算功能、节能解决方案和协作，以利用不断增长的市场需求并提供高效能嵌入式人工智慧解决方案，以满足不断变化的客户期望。您应该集中精力。

对提供个体化体验的自主智慧系统的需求不断增长

此类解决方案的市场推出将受到对改进技术日益增长的需求的推动，这些技术可以为消费者提供量身定制的、适应性强的体验。人工智慧功能在各种嵌入式系统中的兴起是对客製化体验的需求的结果。这些解决方案允许设备和应用程式评估您的资讯、偏好和行为，并提供个人化的推荐、提案和回应。这增加了用户的参与和幸福感。透过让设备和系统能够了解使用者偏好、适应不断变化的条件、做出明智的选择并提供客製化体验，这些解决方案最终会提高用户满意度并推动市场成功。

市场抑制因素

运算能力和模型最佳化不足

嵌入式人工智慧系统通常使用处理速度、记忆体和能源有限的资源受限设备。人工智慧演算法的效能可能会受到处理资源不足的限制，从而导致推理时间长、准确性降低以及使用者体验不佳。如果人工智慧模型由于计算限製而无法在嵌入式设备上正常工作，它们可能无法满足其预期用途的性能标准，从而阻碍这些解决方案的采用。开拓这些障碍将能够在资源受限的设备上部署更强大、更有效的AI用途，并且随着新兴市场在这些领域的不断发展，在许多领域加速嵌入式AI解决方案的接受度。

各行业展望

依产业划分，市场分为 BFSI、IT 与电子商务、零售与电子商务、製造、能源与公用事业、医疗保健与生命科学、运输与物流、媒体与娱乐、通讯、汽车等。连接普及、物联网 (IoT) 的激增以及对高速资料服务不断增长的需求都导致通讯领域的资料流量显着增加。嵌入式人工智慧可以透过智慧分析和选择网路资源、减少拥塞并提高整体网路效能来帮助管理和最佳化此资料流。

资料类型展望

根据资料类型，市场分为感测器资料、影像/影片资料、数值资料和分类资料。 2022 年，感测器资料领域在市场中占据了重要的收入份额。嵌入式人工智慧可以利用感测器资料来提供客製化体验。例如，健身追踪器收集有关心率、睡眠习惯和活动水平的资讯，并提供个人化的健康和保健提案。将感测器资料与嵌入式人工智慧整合可以在各个领域带来多种好处，从提高业务效率和节省成本到提高安全性和客製化体验，所有这些都有助于这一领域市场的成长，已成为重要的促进因素的发展。

发售展望

依产品提供，市场分为硬体、软体和服务。 2022 年，硬体细分市场收入份额最高。为了在嵌入式系统中实现人工智慧应用，提供必要的处理能力和专业功能的硬体至关重要。这使得设备能够在本地处理、分析和做出决策，而无需不断连接或依赖云端基础的人工智慧服务。

区域展望

从区域来看，我们对北美、欧洲、亚太地区和拉丁美洲/中东/非洲的市场进行了分析。北美地区的收入份额最大，并在 2022 年引领市场。北美在实施和扩展嵌入式人工智慧技术方面处于领先地位。尖端人工智慧技术企业的存在、强大的研发能力以及成熟的市场生态系统都有助于嵌入式人工智慧解决方案在该地区的快速扩张。总体而言，在北美，由于技术突破、物联网的发展、支援生态系统以及公众对嵌入式人工智慧优势的认识不断增强，嵌入式人工智慧在各个领域的使用正在加速。

目录

第1章市场范围和调查方法

  • 市场定义
  • 目的
  • 市场范围
  • 分割
  • 调查方法

第2章市场概况

  • 主要亮点

第3章市场概况

  • 介绍
    • 概述
      • 市场结构和情景
  • 影响市场的主要要素
    • 市场促进因素
    • 市场抑制因素

第4章竞争分析-世界

  • KBV基数矩阵
  • 近期全产业策略发展
    • 伙伴关係、协作和协议
    • 产品发布和产品扩展
    • 收购和合併
  • 市占率分析（2021）
  • 关键成功策略
    • 主要策略
    • 重大策略倡议
  • 波特五力分析

第5章全球嵌入式人工智慧市场：依产业分类

  • 全球 BFSI 市场：按地区
  • 全球医疗保健和生命科学市场：按地区
  • 全球 IT 与电信市场：按地区
  • 全球汽车市场：按地区划分
  • 全球媒体与娱乐市场：按地区
  • 全球能源与电力市场：按地区
  • 全球运输与物流市场：按地区
  • 全球政府与国防市场：按地区
  • 全球製造业市场：按地区
  • 世界其他市场：按地区

第6章全球嵌入式人工智慧市场：按资料类型

  • 全球数值资料市场：按地区
  • 全球感测器资料市场：按地区
  • 全球影像和视讯资料市场：按地区
  • 全球类别资料市场：按地区
  • 世界其他市场：按地区

第7章全球嵌入式人工智慧市场：依产品分类

  • 全球硬体市场：按地区
  • 全球嵌入式人工智慧市场：按硬体类型
    • 全球处理器市场：按地区
    • 全球记忆体单元市场：按地区
    • 全球人工智慧加速器市场：按地区
    • 世界其他市场：按地区
  • 全球软体市场：按地区
  • 全球嵌入式人工智慧市场：按软体类型
    • 全球边缘运算平台市场：按地区
    • 全球人工智慧和机器学习框架市场：按地区
    • 全球人工智慧中介软体市场：按地区划分
  • 全球服务市场：按地区

第8章全球嵌入式人工智慧市场：按地区

  • 北美洲
    • 北美市场：按国家划分
      • 美国
      • 加拿大
      • 墨西哥
      • 其他北美地区
  • 欧洲
    • 欧洲市场：依国家分类
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 义大利
      • 其他欧洲国家地区
  • 亚太地区
    • 亚太市场：依国家分类
      • 中国
      • 日本
      • 印度
      • 韩国
      • 新加坡
      • 马来西亚
      • 其他亚太地区
  • 拉丁美洲/中东/非洲
    • 拉丁美洲/中东/非洲市场：依国家分类
      • 巴西
      • 阿根廷
      • 阿拉伯聯合大公国
      • 沙乌地阿拉伯
      • 南非
      • 奈及利亚
      • 其他拉丁美洲/中东/非洲地区

第9章公司简介

  • Google LLC（Alphabet Inc）
  • IBM Corporation
  • Microsoft Corporation
  • Amazon Web Services, Inc（Amazon.com, Inc.）
  • NVIDIA Corporation
  • Intel Corporation
  • Qualcomm, Inc
  • Siemens AG
  • Oracle Corporation

第10章占领嵌入式人工智慧市场的要点

The Global Embedded AI Market size is expected to reach $22.4 billion by 2030, rising at a market growth of 13.8% CAGR during the forecast period.

The manufacturing sector benefits considerably from embedded AI's intelligent automation, process optimization, and predictive analytics. Thus, the manufacturing segment acquired $514.9 million revenue in 2022, as the creation and implementation of embedded AI systems in manufacturing have become more straightforward because of developments in AI algorithms, deep learning, and machine learning methods and help organizations save and control labor expenditures. Additionally, to enhance patient outcomes and save expenses, embedded AI devices are being utilized in the healthcare sector. Due to this, the healthcare & life science segment is poised to register approximately 1/5th share of the market by 2030 For instance, medical gadgets that analyze patient data using AI algorithms may assist clinicians in coming up with more precise diagnoses and better treatment options.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In April, 2023, Siemens collaborated with Microsoft, to help industrial organizations in simplifying workflows, overcoming silos, and collaborating in more ways that speed up customer-centric innovation. Moreover, In June, 2023, IBM entered into an expanded partnership with Adobe to improve stakeholder visibility, accelerate task completion, maximize collaboration, and maximize innovation across all design and creative projects.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Market. In June, 2023, Google Cloud extended its partnership with HCLTech to develop combined solutions that enable clients to unlock the value of data and realize the full potential of generative AI. Companies such as Qualcomm, Inc., Oracle Corporation, Siemens AG are some of the key innovators in the Market.

Market Growth Factors

Increase in demand for energy-efficient and powerful processors

More substantial business potential is created by increased demand for more potent and energy-efficient processors that can handle complicated AI algorithms. AI algorithms are becoming more complicated and resource-intensive. Therefore, there is a rising requirement for processors which can effectively manage these demands. For embedded AI solution providers, the need for more potent processors, like high-performance CPUs, GPUs, and specialized AI accelerators, creates chances to deliver cutting-edge hardware. Suppliers should concentrate on creating sophisticated processors, edge computing capabilities, energy-efficient solutions, and collaborations to capitalize on the expanding market need and supply high-performance embedded AI solutions that satisfy customers' changing expectations.

Increasing need for autonomous, intelligent systems to provide an individualized experience

The market adoption of these solutions will be boosted by the growing requirement for improved technologies that can provide consumers tailored and adaptable experiences. The incorporation of AI capabilities into different embedded systems is the result of the need for tailored experiences. Using these solutions, devices and apps may evaluate user information, preferences, and behavior to provide personalized recommendations, suggestions, and reactions. This increases user engagement and happiness. By enabling devices and systems to comprehend user preferences, adapt to shifting circumstances, make wise choices, and provide customized experiences, these solutions ultimately increase user pleasure and stimulate market expansion.

Market Restraining Factors

Insufficient computing power and model optimization

Many times, resource-constrained devices with restricted processing speed, memory, and energy are used by embedded AI systems. The performance of AI algorithms may be constrained by insufficient processing resources, resulting in longer inference times, decreased accuracy, and a less satisfactory user experience. The adoption of these solutions is hampered when computational constraints prevent AI models from successfully running on embedded devices because they may not fulfill the performance standards of the intended applications. Overcoming these obstacles will allow the deployment of more potent and effective AI applications on resource-constrained devices and speed up the acceptance of embedded AI solutions in numerous fields as the market continues to develop in these areas.

Vertical Outlook

By verticals, the market is bifurcated into BFSI, IT & ITeS, retail & e-commerce, manufacturing, energy & utilities, healthcare & life sciences, transportation & logistics, media & entertainment, telecom, automotive, and others. The proliferation of connected devices, the Internet of Things (IoT), and the rising demand for high-speed data services all contribute to a significant increase in data traffic in the telecom sector. By intelligently analyzing and selecting network resources, lowering congestion, and improving overall network performance, embedded AI may assist manage and optimize this data flow.

Data Type Outlook

On the basis of data type, the market is segmented into sensor data, picture and video data, numeric data, and categorical data. The sensor data segment acquired a substantial revenue share in the market in 2022. Embedded AI may use sensor data to provide customized experiences. Fitness trackers, for instance, gather information on heart rate, sleep habits, and activity levels to provide individualized health and wellness suggestions. Integrating sensor data with embedded AI offers various advantages in various fields, from increased operational efficiency and cost savings to better safety and tailored experiences, all of which are important drivers of the market development in this niche.

Offering Outlook

Based on offerings, the market is segmented into hardware, software, and services. The hardware segment registered the highest revenue share in the market in 2022. In order to implement AI applications on embedded systems, hardware is crucial since it offers the necessary processing power and specialized abilities. It lets devices to process, analyze, and make decisions locally without constantly connecting to or relying on cloud-based AI services.

Regional Outlook

Region wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North American region led the market by generating the maximum revenue share in 2022. In terms of implementing and expanding embedded AI technologies, North America is a pioneering location. The existence of cutting-edge AI technology businesses, strong R&D skills, and an established market ecosystem all play a role in the region's fast expansion of embedded AI solutions. Overall, the use of embedded AI is accelerating across sectors in North America due to technology breakthroughs, the growth of IoT, a supporting ecosystem, and rising public awareness of its advantages.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Google LLC (Alphabet Inc.), IBM Corporation, Microsoft Corporation, Amazon Web Services, Inc. (Amazon.com, Inc.), NVIDIA Corporation, Intel Corporation, Qualcomm, Inc., Salesforce, Inc., Siemens AG and Oracle Corporation.

Recent Strategies Deployed in Embedded AI Market

Partnerships, Collaboration and Agreements:

Jul-2023: Intel Foundry Services joined hands with Arm, a semiconductor and software designer, enabling chip providers to build low-power compute system-on-chips (SoCs) on the Intel 18A process. The collaboration would expand the market potential for IFS and give any fabless company that wants to use best-in-class CPU IP and the strength of an open system foundry with cutting-edge process technology.

Jun-2023: Google Cloud extended its partnership with HCLTech, a leading global technology company. With this partnership, HCLTech will develop a Google Cloud Generative AI Center of Excellence (GenAI CoE). Moreover, both companies would develop combined solutions that enable clients to unlock the value of data and realize the full potential of generative AI.

Jun-2023: IBM entered into an expanded partnership with Adobe, an American multinational computer software company. The partnership would enable the clients to improve stakeholder visibility, accelerate task completion, maximize collaboration, and maximize innovation across all design and creative projects.

Jun-2023: IBM teamed up with Will.i.am and FYI (Focus Your Ideas) to leverage the transformative power of secure and trustworthy generative AI for creatives. IBM and FYI would work together to integrate Watsonx, a new AI and data platform for business, to advance AI and bring accountability, transparency, and in the creative process.

Jun-2023: Salesforce formed a partnership with Google Cloud, a suite of cloud computing services offered by Google, to help organizations utilize data and AI to offer more personalized clients experiences, comprehend consumer behavior better, and run more efficient campaigns across marketing, sales, service, and commerce at a reduced cost.

May-2023: Google Cloud joined hands with Teradata, a cloud database and analytics-related software, products, and services. By combining vast and reliable analytics data sets prepared by Teradata and Vertex AI to provide its customers the ability to scale their AI/ML initiatives quickly.

May-2023: IBM joined hands with SAP, a software company, to offer new AI-driven insights and automation to help boost innovation. IBM would provide its IBM Watson to SAP for powering its digital assistant in SAP Start. The new AI capabilities in SAP Start will accelerate user productivity and predictive insights using IBM Watson AI solutions.

May-2023: Microsoft entered into a partnership with MicroStrategy, an analytics and business intelligence company. With this partnership, the company aimed to speed up the release of MicroStrategy's product innovations on Azure, including the integrations with Microsoft 365 and Azure OpenAI Service. Furthermore, the partnership would enable businesses to take quicker, more informed decisions and hasten the creation of new analytic apps.

May-2023: Microsoft formed a collaboration with SAP SE, a Germany-based software company. The collaboration aimed to bring together the power of Microsoft 365 Copilot with SAP SuccessFactors solutions. This would enable the clients to solve various business challenges.

May-2023: Microsoft teamed up with PwC and Icertis, a contract management software provider. The collaboration enables the companies to offer a platform for contract intelligence that enables C-suites to extract crucial business insights from data contained in contracts and utilize those insights to automate entire business operations.

May-2023: Intel teamed up with Boston Consulting Group, an international strategy, and general management consulting firm. The collaboration would allow the company to enable clients to build generative AI applications that are fully optimized across the stack and inside the specified security perimeter.

Apr-2023: NVIDIA entered into collaboration with IKERLAN, an embedded electronics and artificial intelligence provider. The collaboration aimed to increase the technological and knowledge capability of its teams in order to provide the industrial sector with the most cutting-edge artificial intelligence technology.

Apr-2023: Siemens collaborated with Microsoft following which Microsoft's Collaboration platform Teams and the language models in Azure OpenAI Service as well as other Azure AI capabilities have been combined with Siemens' Teamcenter software for product lifecycle management (PLM). The integration would enable industrial companies to drive innovation and efficiency throughout the design, engineering, manufacturing, and operational lifecycle of products. This would help industrial organizations in simplifying workflows, overcoming silos, and collaborating in more ways that speed up customer-centric innovation.

Apr-2023: Oracle extended its partnership with GitLab, a US-based technology company. The collaboration enables users to run AI and ML workloads along with GPU-enabled GitLab runners on the OCI, Oracle Cloud Infrastructure. Further, GitLab's vision for accuracy and speed perfectly aligns with Oracle's goals.

Mar-2023: Qualcomm Technologies entered into collaboration with Arrow Electronics, Inc., a manufacturer, and provider of electronic components and enterprise computing solutions. to better the growth and adoption of IoT technology and provide a more varied and international consumer base.

Mar-2023: Salesforce teamed up with Tata Group-owned Air India, to improve its customer experience. The company will deploy its technology that enables Air India to track customer interactions across its contact center and act proactively on problems and follow them through to resolution with the help of artificial intelligence technologies.

Jan-2023: Google Cloud partnered with TTEC Holdings, Inc, one of the largest global customer experiences (CX) technology and services innovators for end-to-end digital CX solutions. The partnership would allow the company to offer intuitive automation, unified customer data, proactive and preemptive service, and AI-powered decision-making at every customer interaction.

Dec-2022: NVIDIA formed a partnership with Deutsche Bank, one of the world's leading financial service providers. The company would combine Deutsche Bank's financial industry expertise with its leadership in AI and accelerated computing to develop a wide range of AI-powered services.

Aug-2022: Oracle collaborated with Anaconda, a provider of the world's most popular data science platform. With this collaboration, Oracle focused on enabling and embedding Anaconda's repository into Oracle Cloud Infrastructure to provide protected open-source Python and R packages and tools. The collaboration provided data scientists with streamlined access to Anaconda, delivering high-performance machine learning and assisting them to ensure strong enterprise security and governance.

Jul-2022: Qualcomm collaborated with Mahindra, an automobile manufacturer, to improve Mahindra's Scorpio N's embedded electronics.

Jun-2021: Intel joined hands with PathPartner Technology, a dominant product R&D organization. Under the collaboration, PathPartner Technology provided an Artificial Intelligence (AI) technology-based arc welding defect detection solution to the manufacturing industry. PathPartner utilized its expertise in building state-of-the-art AI and Machine Vision software on Intel edge processors to aid manufacturers in fruitfully adopting the defect detection technology and expanding it to address wider Industry 4.0 use cases. Intel developed its AI technology to address an expensive, age-old problem of manual defect detection in the robotic welding process. The AI uses a deep neural network-based inferencing engine to identify defects that are not possible for the human eye.

Jun-2021: Salesforce extended its partnership with AWS, an American cloud-based software company. Following this extended partnership, the companies would introduce a range of integration capabilities to facilitate data sharing and application building that cross the two platforms.

Feb-2021: Google formed a partnership with Ford, an American multinational automobile manufacturer. The partnership would allow the company to accelerate Ford's transformation and reinvent the connected vehicle experience for people's safety.

Product Launch and Product Expansions:

Sep-2022: NVIDIA released the NVIDIA IGX, an industrial-grade edge AI platform. This solution aimed to offer highly secure and low-latency AI inference to help in fulfilling the demand for instant insights from a range of devices and sensors for medical applications.

Mar-2022: NVIDIA rolled out Clara Holoscan MGX, a platform for the medical device sector. Through this launch, the company aimed to develop and install real-time AI applications at the edge, particularly manufactured to comply with regulatory standards.

Acquisitions and Merger:

Jun-2023: IBM announced an agreement to acquire Apptio Inc., a leader in financial and operational IT management and optimization (FinOps) software. The acquisition of Apptio will speed up the development of IBM's IT automation capabilities and give business executives the ability to maximize the return on their technological investments by combining Apptio's offerings combined with IBM's IT automation software.

Nov-2022: Siemens Digital Industries Software entered into an agreement to acquire Avery Design Systems, Inc., a leading simulation-independent verification IP supplier. The acquisition would enable the company to expand its leadership and verification solutions into areas such as High-Performance Computing, Edge, Networking, and 3DICs.

Mar-2022: Microsoft acquired Nuance Communications, a US-based company that provides speech recognition solutions, healthcare AI solutions, and omnichannel customer engagement. This acquisition enables healthcare services providers to have a better opportunity to provide economical, attainable healthcare services, and allows organizations in other industries to better serve the needs of their clients.

Jan-2022: Oracle took over Federos, a leading provider of cloud-enabled, AI-optimized network assurance, analytics, and automation software. With this acquisition, Oracle focused on empowering service providers with AI-optimized service and network analytics, assurance, and automated orchestration.

Jun-2021: IBM took over Turbonomic, an Application Resource Management (ARM) and Network Performance Management (NPM) software provider. This acquisition aimed to enable IBM to become the only company providing a one-stop shop of AI-powered automation capabilities, all built on Red Hat OpenShift to run anywhere.

Apr-2021: IBM signed an agreement to acquire myInvenio, an Italy-based business software company, specializing in process mining software solutions. The acquisition would equip clients with data-driven software that enables them to recognize the most effective business processes to automate using AI. Moreover, the acquisition further reinforces IBM's AI and hybrid cloud plans.

Scope of the Study

Market Segments covered in the Report:

By Vertical

  • BFSI
  • Healthcare & Lifesciences
  • IT & Telecom
  • Automotive
  • Media & Entertainment
  • Energy & Power
  • Transportation & Logistics
  • Government & Defense
  • Manufacturing
  • Others

By Data Type

  • Numeric Data
  • Sensor Data
  • Image & Video Data
  • Categorical Data
  • Others

By Offering

  • Hardware
    • Processors
    • Memory Units
    • AI Accelerators
    • Others
  • Software
    • Edge Computing Platforms
    • AI & ML Framework
    • AI Middleware & Others
  • Services

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Companies Profiled

  • Google LLC (Alphabet Inc.)
  • IBM Corporation
  • Microsoft Corporation
  • Amazon Web Services, Inc. (Amazon.com, Inc.)
  • NVIDIA Corporation
  • Intel Corporation
  • Qualcomm, Inc.
  • Salesforce, Inc.
  • Siemens AG
  • Oracle Corporation

Unique Offerings from KBV Research

  • Exhaustive coverage
  • Highest number of market tables and figures
  • Subscription based model available
  • Guaranteed best price
  • Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Embedded AI Market, by Vertical
    • 1.4.2 Global Embedded AI Market, by Data Type
    • 1.4.3 Global Embedded AI Market, by Offering
    • 1.4.4 Global Embedded AI Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market At a Glance

  • 2.1 Key Highlight

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
      • 3.1.1.1 Market Composition and Scenario
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

  • 4.1 KBV Cardinal Matrix
  • 4.2 Recent Industry Wide Strategic Developments
    • 4.2.1 Partnerships, Collaborations and Agreements
    • 4.2.2 Product Launches and Product Expansions
    • 4.2.3 Acquisition and Mergers
  • 4.3 Market Share Analysis, 2021
  • 4.4 Top Winning Strategies
    • 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
    • 4.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2020, Oct - 2023, Jul) Leading Players
  • 4.5 Porter's Five Forces Analysis

Chapter 5. Global Embedded AI Market by Vertical

  • 5.1 Global BFSI Market by Region
  • 5.2 Global Healthcare & Lifesciences Market by Region
  • 5.3 Global IT & Telecom Market by Region
  • 5.4 Global Automotive Market by Region
  • 5.5 Global Media & Entertainment Market by Region
  • 5.6 Global Energy & Power Market by Region
  • 5.7 Global Transportation & Logistics Market by Region
  • 5.8 Global Government & Defense Market by Region
  • 5.9 Global Manufacturing Market by Region
  • 5.1 Global Others Market by Region

Chapter 6. Global Embedded AI Market by Data Type

  • 6.1 Global Numeric Data Market by Region
  • 6.2 Global Sensor Data Market by Region
  • 6.3 Global Image & Video Data Market by Region
  • 6.4 Global Categorical Data Market by Region
  • 6.5 Global Others Market by Region

Chapter 7. Global Embedded AI Market by Offering

  • 7.1 Global Hardware Market by Region
  • 7.2 Global Embedded AI Market by Hardware Type
    • 7.2.1 Global Processors Market by Region
    • 7.2.2 Global Memory Units Market by Region
    • 7.2.3 Global AI Accelerators Market by Region
    • 7.2.4 Global Others Market by Region
  • 7.3 Global Software Market by Region
  • 7.4 Global Embedded AI Market by Software Type
    • 7.4.1 Global Edge Computing Platforms Market by Region
    • 7.4.2 Global AI & ML Framework Market by Region
    • 7.4.3 Global AI Middleware & Others Market by Region
  • 7.5 Global Services Market by Region

Chapter 8. Global Embedded AI Market by Region

  • 8.1 North America Embedded AI Market
    • 8.1.1 North America Embedded AI Market by Vertical
      • 8.1.1.1 North America BFSI Market by Country
      • 8.1.1.2 North America Healthcare & Lifesciences Market by Country
      • 8.1.1.3 North America IT & Telecom Market by Country
      • 8.1.1.4 North America Automotive Market by Country
      • 8.1.1.5 North America Media & Entertainment Market by Country
      • 8.1.1.6 North America Energy & Power Market by Country
      • 8.1.1.7 North America Transportation & Logistics Market by Country
      • 8.1.1.8 North America Government & Defense Market by Country
      • 8.1.1.9 North America Manufacturing Market by Country
      • 8.1.1.10 North America Others Market by Country
    • 8.1.2 North America Embedded AI Market by Data Type
      • 8.1.2.1 North America Numeric Data Market by Country
      • 8.1.2.2 North America Sensor Data Market by Country
      • 8.1.2.3 North America Image & Video Data Market by Country
      • 8.1.2.4 North America Categorical Data Market by Country
      • 8.1.2.5 North America Others Market by Country
    • 8.1.3 North America Embedded AI Market by Offering
      • 8.1.3.1 North America Hardware Market by Country
      • 8.1.3.2 North America Embedded AI Market by Hardware Type
        • 8.1.3.2.1 North America Processors Market by Country
        • 8.1.3.2.2 North America Memory Units Market by Country
        • 8.1.3.2.3 North America AI Accelerators Market by Country
        • 8.1.3.2.4 North America Others Market by Country
      • 8.1.3.3 North America Software Market by Country
      • 8.1.3.4 North America Embedded AI Market by Software Type
        • 8.1.3.4.1 North America Edge Computing Platforms Market by Country
        • 8.1.3.4.2 North America AI & ML Framework Market by Country
        • 8.1.3.4.3 North America AI Middleware & Others Market by Country
      • 8.1.3.5 North America Services Market by Country
    • 8.1.4 North America Embedded AI Market by Country
      • 8.1.4.1 US Embedded AI Market
        • 8.1.4.1.1 US Embedded AI Market by Vertical
        • 8.1.4.1.2 US Embedded AI Market by Data Type
        • 8.1.4.1.3 US Embedded AI Market by Offering
      • 8.1.4.2 Canada Embedded AI Market
        • 8.1.4.2.1 Canada Embedded AI Market by Vertical
        • 8.1.4.2.2 Canada Embedded AI Market by Data Type
        • 8.1.4.2.3 Canada Embedded AI Market by Offering
      • 8.1.4.3 Mexico Embedded AI Market
        • 8.1.4.3.1 Mexico Embedded AI Market by Vertical
        • 8.1.4.3.2 Mexico Embedded AI Market by Data Type
        • 8.1.4.3.3 Mexico Embedded AI Market by Offering
      • 8.1.4.4 Rest of North America Embedded AI Market
        • 8.1.4.4.1 Rest of North America Embedded AI Market by Vertical
        • 8.1.4.4.2 Rest of North America Embedded AI Market by Data Type
        • 8.1.4.4.3 Rest of North America Embedded AI Market by Offering
  • 8.2 Europe Embedded AI Market
    • 8.2.1 Europe Embedded AI Market by Vertical
      • 8.2.1.1 Europe BFSI Market by Country
      • 8.2.1.2 Europe Healthcare & Lifesciences Market by Country
      • 8.2.1.3 Europe IT & Telecom Market by Country
      • 8.2.1.4 Europe Automotive Market by Country
      • 8.2.1.5 Europe Media & Entertainment Market by Country
      • 8.2.1.6 Europe Energy & Power Market by Country
      • 8.2.1.7 Europe Transportation & Logistics Market by Country
      • 8.2.1.8 Europe Government & Defense Market by Country
      • 8.2.1.9 Europe Manufacturing Market by Country
      • 8.2.1.10 Europe Others Market by Country
    • 8.2.2 Europe Embedded AI Market by Data Type
      • 8.2.2.1 Europe Numeric Data Market by Country
      • 8.2.2.2 Europe Sensor Data Market by Country
      • 8.2.2.3 Europe Image & Video Data Market by Country
      • 8.2.2.4 Europe Categorical Data Market by Country
      • 8.2.2.5 Europe Others Market by Country
    • 8.2.3 Europe Embedded AI Market by Offering
      • 8.2.3.1 Europe Hardware Market by Country
      • 8.2.3.2 Europe Embedded AI Market by Hardware Type
        • 8.2.3.2.1 Europe Processors Market by Country
        • 8.2.3.2.2 Europe Memory Units Market by Country
        • 8.2.3.2.3 Europe AI Accelerators Market by Country
        • 8.2.3.2.4 Europe Others Market by Country
      • 8.2.3.3 Europe Software Market by Country
      • 8.2.3.4 Europe Embedded AI Market by Software Type
        • 8.2.3.4.1 Europe Edge Computing Platforms Market by Country
        • 8.2.3.4.2 Europe AI & ML Framework Market by Country
        • 8.2.3.4.3 Europe AI Middleware & Others Market by Country
      • 8.2.3.5 Europe Services Market by Country
    • 8.2.4 Europe Embedded AI Market by Country
      • 8.2.4.1 Germany Embedded AI Market
        • 8.2.4.1.1 Germany Embedded AI Market by Vertical
        • 8.2.4.1.2 Germany Embedded AI Market by Data Type
        • 8.2.4.1.3 Germany Embedded AI Market by Offering
      • 8.2.4.2 UK Embedded AI Market
        • 8.2.4.2.1 UK Embedded AI Market by Vertical
        • 8.2.4.2.2 UK Embedded AI Market by Data Type
        • 8.2.4.2.3 UK Embedded AI Market by Offering
      • 8.2.4.3 France Embedded AI Market
        • 8.2.4.3.1 France Embedded AI Market by Vertical
        • 8.2.4.3.2 France Embedded AI Market by Data Type
        • 8.2.4.3.3 France Embedded AI Market by Offering
      • 8.2.4.4 Russia Embedded AI Market
        • 8.2.4.4.1 Russia Embedded AI Market by Vertical
        • 8.2.4.4.2 Russia Embedded AI Market by Data Type
        • 8.2.4.4.3 Russia Embedded AI Market by Offering
      • 8.2.4.5 Spain Embedded AI Market
        • 8.2.4.5.1 Spain Embedded AI Market by Vertical
        • 8.2.4.5.2 Spain Embedded AI Market by Data Type
        • 8.2.4.5.3 Spain Embedded AI Market by Offering
      • 8.2.4.6 Italy Embedded AI Market
        • 8.2.4.6.1 Italy Embedded AI Market by Vertical
        • 8.2.4.6.2 Italy Embedded AI Market by Data Type
        • 8.2.4.6.3 Italy Embedded AI Market by Offering
      • 8.2.4.7 Rest of Europe Embedded AI Market
        • 8.2.4.7.1 Rest of Europe Embedded AI Market by Vertical
        • 8.2.4.7.2 Rest of Europe Embedded AI Market by Data Type
        • 8.2.4.7.3 Rest of Europe Embedded AI Market by Offering
  • 8.3 Asia Pacific Embedded AI Market
    • 8.3.1 Asia Pacific Embedded AI Market by Vertical
      • 8.3.1.1 Asia Pacific BFSI Market by Country
      • 8.3.1.2 Asia Pacific Healthcare & Lifesciences Market by Country
      • 8.3.1.3 Asia Pacific IT & Telecom Market by Country
      • 8.3.1.4 Asia Pacific Automotive Market by Country
      • 8.3.1.5 Asia Pacific Media & Entertainment Market by Country
      • 8.3.1.6 Asia Pacific Energy & Power Market by Country
      • 8.3.1.7 Asia Pacific Transportation & Logistics Market by Country
      • 8.3.1.8 Asia Pacific Government & Defense Market by Country
      • 8.3.1.9 Asia Pacific Manufacturing Market by Country
      • 8.3.1.10 Asia Pacific Others Market by Country
    • 8.3.2 Asia Pacific Embedded AI Market by Data Type
      • 8.3.2.1 Asia Pacific Numeric Data Market by Country
      • 8.3.2.2 Asia Pacific Sensor Data Market by Country
      • 8.3.2.3 Asia Pacific Image & Video Data Market by Country
      • 8.3.2.4 Asia Pacific Categorical Data Market by Country
      • 8.3.2.5 Asia Pacific Others Market by Country
    • 8.3.3 Asia Pacific Embedded AI Market by Offering
      • 8.3.3.1 Asia Pacific Hardware Market by Country
      • 8.3.3.2 Asia Pacific Embedded AI Market by Hardware Type
        • 8.3.3.2.1 Asia Pacific Processors Market by Country
        • 8.3.3.2.2 Asia Pacific Memory Units Market by Country
        • 8.3.3.2.3 Asia Pacific AI Accelerators Market by Country
        • 8.3.3.2.4 Asia Pacific Others Market by Country
      • 8.3.3.3 Asia Pacific Software Market by Country
      • 8.3.3.4 Asia Pacific Embedded AI Market by Software Type
        • 8.3.3.4.1 Asia Pacific Edge Computing Platforms Market by Country
        • 8.3.3.4.2 Asia Pacific AI & ML Framework Market by Country
        • 8.3.3.4.3 Asia Pacific AI Middleware & Others Market by Country
      • 8.3.3.5 Asia Pacific Services Market by Country
    • 8.3.4 Asia Pacific Embedded AI Market by Country
      • 8.3.4.1 China Embedded AI Market
        • 8.3.4.1.1 China Embedded AI Market by Vertical
        • 8.3.4.1.2 China Embedded AI Market by Data Type
        • 8.3.4.1.3 China Embedded AI Market by Offering
      • 8.3.4.2 Japan Embedded AI Market
        • 8.3.4.2.1 Japan Embedded AI Market by Vertical
        • 8.3.4.2.2 Japan Embedded AI Market by Data Type
        • 8.3.4.2.3 Japan Embedded AI Market by Offering
      • 8.3.4.3 India Embedded AI Market
        • 8.3.4.3.1 India Embedded AI Market by Vertical
        • 8.3.4.3.2 India Embedded AI Market by Data Type
        • 8.3.4.3.3 India Embedded AI Market by Offering
      • 8.3.4.4 South Korea Embedded AI Market
        • 8.3.4.4.1 South Korea Embedded AI Market by Vertical
        • 8.3.4.4.2 South Korea Embedded AI Market by Data Type
        • 8.3.4.4.3 South Korea Embedded AI Market by Offering
      • 8.3.4.5 Singapore Embedded AI Market
        • 8.3.4.5.1 Singapore Embedded AI Market by Vertical
        • 8.3.4.5.2 Singapore Embedded AI Market by Data Type
        • 8.3.4.5.3 Singapore Embedded AI Market by Offering
      • 8.3.4.6 Malaysia Embedded AI Market
        • 8.3.4.6.1 Malaysia Embedded AI Market by Vertical
        • 8.3.4.6.2 Malaysia Embedded AI Market by Data Type
        • 8.3.4.6.3 Malaysia Embedded AI Market by Offering
      • 8.3.4.7 Rest of Asia Pacific Embedded AI Market
        • 8.3.4.7.1 Rest of Asia Pacific Embedded AI Market by Vertical
        • 8.3.4.7.2 Rest of Asia Pacific Embedded AI Market by Data Type
        • 8.3.4.7.3 Rest of Asia Pacific Embedded AI Market by Offering
  • 8.4 LAMEA Embedded AI Market
    • 8.4.1 LAMEA Embedded AI Market by Vertical
      • 8.4.1.1 LAMEA BFSI Market by Country
      • 8.4.1.2 LAMEA Healthcare & Lifesciences Market by Country
      • 8.4.1.3 LAMEA IT & Telecom Market by Country
      • 8.4.1.4 LAMEA Automotive Market by Country
      • 8.4.1.5 LAMEA Media & Entertainment Market by Country
      • 8.4.1.6 LAMEA Energy & Power Market by Country
      • 8.4.1.7 LAMEA Transportation & Logistics Market by Country
      • 8.4.1.8 LAMEA Government & Defense Market by Country
      • 8.4.1.9 LAMEA Manufacturing Market by Country
      • 8.4.1.10 LAMEA Others Market by Country
    • 8.4.2 LAMEA Embedded AI Market by Data Type
      • 8.4.2.1 LAMEA Numeric Data Market by Country
      • 8.4.2.2 LAMEA Sensor Data Market by Country
      • 8.4.2.3 LAMEA Image & Video Data Market by Country
      • 8.4.2.4 LAMEA Categorical Data Market by Country
      • 8.4.2.5 LAMEA Others Market by Country
    • 8.4.3 LAMEA Embedded AI Market by Offering
      • 8.4.3.1 LAMEA Hardware Market by Country
      • 8.4.3.2 LAMEA Embedded AI Market by Hardware Type
        • 8.4.3.2.1 LAMEA Processors Market by Country
        • 8.4.3.2.2 LAMEA Memory Units Market by Country
        • 8.4.3.2.3 LAMEA AI Accelerators Market by Country
        • 8.4.3.2.4 LAMEA Others Market by Country
      • 8.4.3.3 LAMEA Software Market by Country
      • 8.4.3.4 LAMEA Embedded AI Market by Software Type
        • 8.4.3.4.1 LAMEA Edge Computing Platforms Market by Country
        • 8.4.3.4.2 LAMEA AI & ML Framework Market by Country
        • 8.4.3.4.3 LAMEA AI Middleware & Others Market by Country
      • 8.4.3.5 LAMEA Services Market by Country
    • 8.4.4 LAMEA Embedded AI Market by Country
      • 8.4.4.1 Brazil Embedded AI Market
        • 8.4.4.1.1 Brazil Embedded AI Market by Vertical
        • 8.4.4.1.2 Brazil Embedded AI Market by Data Type
        • 8.4.4.1.3 Brazil Embedded AI Market by Offering
      • 8.4.4.2 Argentina Embedded AI Market
        • 8.4.4.2.1 Argentina Embedded AI Market by Vertical
        • 8.4.4.2.2 Argentina Embedded AI Market by Data Type
        • 8.4.4.2.3 Argentina Embedded AI Market by Offering
      • 8.4.4.3 UAE Embedded AI Market
        • 8.4.4.3.1 UAE Embedded AI Market by Vertical
        • 8.4.4.3.2 UAE Embedded AI Market by Data Type
        • 8.4.4.3.3 UAE Embedded AI Market by Offering
      • 8.4.4.4 Saudi Arabia Embedded AI Market
        • 8.4.4.4.1 Saudi Arabia Embedded AI Market by Vertical
        • 8.4.4.4.2 Saudi Arabia Embedded AI Market by Data Type
        • 8.4.4.4.3 Saudi Arabia Embedded AI Market by Offering
      • 8.4.4.5 South Africa Embedded AI Market
        • 8.4.4.5.1 South Africa Embedded AI Market by Vertical
        • 8.4.4.5.2 South Africa Embedded AI Market by Data Type
        • 8.4.4.5.3 South Africa Embedded AI Market by Offering
      • 8.4.4.6 Nigeria Embedded AI Market
        • 8.4.4.6.1 Nigeria Embedded AI Market by Vertical
        • 8.4.4.6.2 Nigeria Embedded AI Market by Data Type
        • 8.4.4.6.3 Nigeria Embedded AI Market by Offering
      • 8.4.4.7 Rest of LAMEA Embedded AI Market
        • 8.4.4.7.1 Rest of LAMEA Embedded AI Market by Vertical
        • 8.4.4.7.2 Rest of LAMEA Embedded AI Market by Data Type
        • 8.4.4.7.3 Rest of LAMEA Embedded AI Market by Offering

Chapter 9. Company Profiles

  • 9.1 Google LLC (Alphabet Inc.)
    • 9.1.1 Company Overview
    • 9.1.2 Financial Analysis
    • 9.1.3 Segmental and Regional Analysis
    • 9.1.4 Research & Development Expense
    • 9.1.5 Recent strategies and developments:
      • 9.1.5.1 Partnerships, Collaborations, and Agreements:
      • 9.1.5.2 Acquisition and Mergers:
    • 9.1.6 SWOT Analysis
  • 9.2 IBM Corporation
    • 9.2.1 Company Overview
    • 9.2.2 Financial Analysis
    • 9.2.3 Regional & Segmental Analysis
    • 9.2.4 Research & Development Expenses
    • 9.2.5 Recent strategies and developments:
      • 9.2.5.1 Partnerships, Collaborations, and Agreements:
      • 9.2.5.2 Acquisition and Mergers:
    • 9.2.6 SWOT Analysis
  • 9.3 Microsoft Corporation
    • 9.3.1 Company Overview
    • 9.3.2 Financial Analysis
    • 9.3.3 Segmental and Regional Analysis
    • 9.3.4 Research & Development Expenses
    • 9.3.5 Recent strategies and developments:
      • 9.3.5.1 Partnerships, Collaborations, and Agreements:
      • 9.3.5.2 Acquisition and Mergers:
    • 9.3.6 SWOT Analysis
  • 9.4 Amazon Web Services, Inc. (Amazon.com, Inc.)
    • 9.4.1 Company Overview
    • 9.4.2 Financial Analysis
    • 9.4.3 Segmental Analysis
    • 9.4.4 Recent strategies and developments:
      • 9.4.4.1 Partnerships, Collaborations, and Agreements:
    • 9.4.5 SWOT Analysis
  • 9.5 NVIDIA Corporation
    • 9.5.1 Company Overview
    • 9.5.2 Financial Analysis
    • 9.5.3 Segmental and Regional Analysis
    • 9.5.4 Research & Development Expenses
    • 9.5.5 Recent strategies and developments:
      • 9.5.5.1 Partnerships, Collaborations, and Agreements:
      • 9.5.5.2 Product Launches and Product Expansions:
    • 9.5.6 SWOT Analysis
  • 9.6 Intel Corporation
    • 9.6.1 Company Overview
    • 9.6.2 Financial Analysis
    • 9.6.3 Segmental and Regional Analysis
    • 9.6.4 Research & Development Expenses
    • 9.6.5 Recent strategies and developments:
      • 9.6.5.1 Partnerships, Collaborations, and Agreements:
    • 9.6.6 SWOT Analysis
  • 9.7 Qualcomm, Inc.
    • 9.7.1 Company Overview
    • 9.7.2 Financial Analysis
    • 9.7.3 Segmental and Regional Analysis
    • 9.7.4 Research & Development Expense
    • 9.7.5 Recent strategies and developments:
      • 9.7.5.1 Partnerships, Collaborations, and Agreements:
      • 9.7.5.2 Product Launches and Product Expansions:
    • 9.7.6 SWOT Analysis
  • 9.9 Siemens AG
    • 9.9.1 Company Overview
    • 9.9.2 Financial Analysis
    • 9.9.3 Segmental and Regional Analysis
    • 9.9.4 Research & Development Expense
    • 9.9.5 Recent strategies and developments:
      • 9.9.5.1 Partnerships, Collaborations, and Agreements:
      • 9.9.5.2 Acquisition and Mergers:
    • 9.9.6 SWOT Analysis
  • 9.10. Oracle Corporation
    • 9.10.1 Company Overview
    • 9.10.2 Financial Analysis
    • 9.10.3 Segmental and Regional Analysis
    • 9.10.4 Research & Development Expense
    • 9.10.5 Recent strategies and developments:
      • 9.10.5.1 Partnerships, Collaborations, and Agreements:
      • 9.10.5.2 Acquisition and Mergers:
    • 9.10.6 SWOT Analysis

Chapter 10. Winning Imperative for Embedded AI Market

LIST OF TABLES

  • TABLE 1 Global Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 2 Global Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 3 Partnerships, Collaborations and Agreements- Embedded AI Market
  • TABLE 4 Product Launches And Product Expansions- Embedded AI Market
  • TABLE 5 Acquisition and Mergers- Embedded AI Market
  • TABLE 6 Global Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 7 Global Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 8 Global BFSI Market by Region, 2019 - 2022, USD Million
  • TABLE 9 Global BFSI Market by Region, 2023 - 2030, USD Million
  • TABLE 10 Global Healthcare & Lifesciences Market by Region, 2019 - 2022, USD Million
  • TABLE 11 Global Healthcare & Lifesciences Market by Region, 2023 - 2030, USD Million
  • TABLE 12 Global IT & Telecom Market by Region, 2019 - 2022, USD Million
  • TABLE 13 Global IT & Telecom Market by Region, 2023 - 2030, USD Million
  • TABLE 14 Global Automotive Market by Region, 2019 - 2022, USD Million
  • TABLE 15 Global Automotive Market by Region, 2023 - 2030, USD Million
  • TABLE 16 Global Media & Entertainment Market by Region, 2019 - 2022, USD Million
  • TABLE 17 Global Media & Entertainment Market by Region, 2023 - 2030, USD Million
  • TABLE 18 Global Energy & Power Market by Region, 2019 - 2022, USD Million
  • TABLE 19 Global Energy & Power Market by Region, 2023 - 2030, USD Million
  • TABLE 20 Global Transportation & Logistics Market by Region, 2019 - 2022, USD Million
  • TABLE 21 Global Transportation & Logistics Market by Region, 2023 - 2030, USD Million
  • TABLE 22 Global Government & Defense Market by Region, 2019 - 2022, USD Million
  • TABLE 23 Global Government & Defense Market by Region, 2023 - 2030, USD Million
  • TABLE 24 Global Manufacturing Market by Region, 2019 - 2022, USD Million
  • TABLE 25 Global Manufacturing Market by Region, 2023 - 2030, USD Million
  • TABLE 26 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 27 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 28 Global Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 29 Global Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 30 Global Numeric Data Market by Region, 2019 - 2022, USD Million
  • TABLE 31 Global Numeric Data Market by Region, 2023 - 2030, USD Million
  • TABLE 32 Global Sensor Data Market by Region, 2019 - 2022, USD Million
  • TABLE 33 Global Sensor Data Market by Region, 2023 - 2030, USD Million
  • TABLE 34 Global Image & Video Data Market by Region, 2019 - 2022, USD Million
  • TABLE 35 Global Image & Video Data Market by Region, 2023 - 2030, USD Million
  • TABLE 36 Global Categorical Data Market by Region, 2019 - 2022, USD Million
  • TABLE 37 Global Categorical Data Market by Region, 2023 - 2030, USD Million
  • TABLE 38 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 39 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 40 Global Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 41 Global Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 42 Global Hardware Market by Region, 2019 - 2022, USD Million
  • TABLE 43 Global Hardware Market by Region, 2023 - 2030, USD Million
  • TABLE 44 Global Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 45 Global Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 46 Global Processors Market by Region, 2019 - 2022, USD Million
  • TABLE 47 Global Processors Market by Region, 2023 - 2030, USD Million
  • TABLE 48 Global Memory Units Market by Region, 2019 - 2022, USD Million
  • TABLE 49 Global Memory Units Market by Region, 2023 - 2030, USD Million
  • TABLE 50 Global AI Accelerators Market by Region, 2019 - 2022, USD Million
  • TABLE 51 Global AI Accelerators Market by Region, 2023 - 2030, USD Million
  • TABLE 52 Global Others Market by Region, 2019 - 2022, USD Million
  • TABLE 53 Global Others Market by Region, 2023 - 2030, USD Million
  • TABLE 54 Global Software Market by Region, 2019 - 2022, USD Million
  • TABLE 55 Global Software Market by Region, 2023 - 2030, USD Million
  • TABLE 56 Global Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 57 Global Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 58 Global Edge Computing Platforms Market by Region, 2019 - 2022, USD Million
  • TABLE 59 Global Edge Computing Platforms Market by Region, 2023 - 2030, USD Million
  • TABLE 60 Global AI & ML Framework Market by Region, 2019 - 2022, USD Million
  • TABLE 61 Global AI & ML Framework Market by Region, 2023 - 2030, USD Million
  • TABLE 62 Global AI Middleware & Others Market by Region, 2019 - 2022, USD Million
  • TABLE 63 Global AI Middleware & Others Market by Region, 2023 - 2030, USD Million
  • TABLE 64 Global Services Market by Region, 2019 - 2022, USD Million
  • TABLE 65 Global Services Market by Region, 2023 - 2030, USD Million
  • TABLE 66 Global Embedded AI Market by Region, 2019 - 2022, USD Million
  • TABLE 67 Global Embedded AI Market by Region, 2023 - 2030, USD Million
  • TABLE 68 North America Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 69 North America Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 70 North America Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 71 North America Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 72 North America BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 73 North America BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 74 North America Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 75 North America Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 76 North America IT & Telecom Market by Country, 2019 - 2022, USD Million
  • TABLE 77 North America IT & Telecom Market by Country, 2023 - 2030, USD Million
  • TABLE 78 North America Automotive Market by Country, 2019 - 2022, USD Million
  • TABLE 79 North America Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 80 North America Media & Entertainment Market by Country, 2019 - 2022, USD Million
  • TABLE 81 North America Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 82 North America Energy & Power Market by Country, 2019 - 2022, USD Million
  • TABLE 83 North America Energy & Power Market by Country, 2023 - 2030, USD Million
  • TABLE 84 North America Transportation & Logistics Market by Country, 2019 - 2022, USD Million
  • TABLE 85 North America Transportation & Logistics Market by Country, 2023 - 2030, USD Million
  • TABLE 86 North America Government & Defense Market by Country, 2019 - 2022, USD Million
  • TABLE 87 North America Government & Defense Market by Country, 2023 - 2030, USD Million
  • TABLE 88 North America Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 89 North America Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 90 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 91 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 92 North America Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 93 North America Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 94 North America Numeric Data Market by Country, 2019 - 2022, USD Million
  • TABLE 95 North America Numeric Data Market by Country, 2023 - 2030, USD Million
  • TABLE 96 North America Sensor Data Market by Country, 2019 - 2022, USD Million
  • TABLE 97 North America Sensor Data Market by Country, 2023 - 2030, USD Million
  • TABLE 98 North America Image & Video Data Market by Country, 2019 - 2022, USD Million
  • TABLE 99 North America Image & Video Data Market by Country, 2023 - 2030, USD Million
  • TABLE 100 North America Categorical Data Market by Country, 2019 - 2022, USD Million
  • TABLE 101 North America Categorical Data Market by Country, 2023 - 2030, USD Million
  • TABLE 102 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 103 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 104 North America Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 105 North America Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 106 North America Hardware Market by Country, 2019 - 2022, USD Million
  • TABLE 107 North America Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 108 North America Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 109 North America Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 110 North America Processors Market by Country, 2019 - 2022, USD Million
  • TABLE 111 North America Processors Market by Country, 2023 - 2030, USD Million
  • TABLE 112 North America Memory Units Market by Country, 2019 - 2022, USD Million
  • TABLE 113 North America Memory Units Market by Country, 2023 - 2030, USD Million
  • TABLE 114 North America AI Accelerators Market by Country, 2019 - 2022, USD Million
  • TABLE 115 North America AI Accelerators Market by Country, 2023 - 2030, USD Million
  • TABLE 116 North America Others Market by Country, 2019 - 2022, USD Million
  • TABLE 117 North America Others Market by Country, 2023 - 2030, USD Million
  • TABLE 118 North America Software Market by Country, 2019 - 2022, USD Million
  • TABLE 119 North America Software Market by Country, 2023 - 2030, USD Million
  • TABLE 120 North America Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 121 North America Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 122 North America Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
  • TABLE 123 North America Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
  • TABLE 124 North America AI & ML Framework Market by Country, 2019 - 2022, USD Million
  • TABLE 125 North America AI & ML Framework Market by Country, 2023 - 2030, USD Million
  • TABLE 126 North America AI Middleware & Others Market by Country, 2019 - 2022, USD Million
  • TABLE 127 North America AI Middleware & Others Market by Country, 2023 - 2030, USD Million
  • TABLE 128 North America Services Market by Country, 2019 - 2022, USD Million
  • TABLE 129 North America Services Market by Country, 2023 - 2030, USD Million
  • TABLE 130 North America Embedded AI Market by Country, 2019 - 2022, USD Million
  • TABLE 131 North America Embedded AI Market by Country, 2023 - 2030, USD Million
  • TABLE 132 US Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 133 US Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 134 US Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 135 US Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 136 US Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 137 US Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 138 US Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 139 US Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 140 US Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 141 US Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 142 US Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 143 US Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 144 Canada Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 145 Canada Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 146 Canada Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 147 Canada Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 148 Canada Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 149 Canada Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 150 Canada Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 151 Canada Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 152 Canada Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 153 Canada Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 154 Canada Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 155 Canada Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 156 Mexico Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 157 Mexico Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 158 Mexico Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 159 Mexico Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 160 Mexico Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 161 Mexico Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 162 Mexico Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 163 Mexico Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 164 Mexico Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 165 Mexico Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 166 Mexico Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 167 Mexico Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 168 Rest of North America Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 169 Rest of North America Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 170 Rest of North America Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 171 Rest of North America Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 172 Rest of North America Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 173 Rest of North America Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 174 Rest of North America Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 175 Rest of North America Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 176 Rest of North America Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 177 Rest of North America Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 178 Rest of North America Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 179 Rest of North America Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 180 Europe Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 181 Europe Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 182 Europe Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 183 Europe Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 184 Europe BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 185 Europe BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 186 Europe Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 187 Europe Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 188 Europe IT & Telecom Market by Country, 2019 - 2022, USD Million
  • TABLE 189 Europe IT & Telecom Market by Country, 2023 - 2030, USD Million
  • TABLE 190 Europe Automotive Market by Country, 2019 - 2022, USD Million
  • TABLE 191 Europe Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 192 Europe Media & Entertainment Market by Country, 2019 - 2022, USD Million
  • TABLE 193 Europe Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 194 Europe Energy & Power Market by Country, 2019 - 2022, USD Million
  • TABLE 195 Europe Energy & Power Market by Country, 2023 - 2030, USD Million
  • TABLE 196 Europe Transportation & Logistics Market by Country, 2019 - 2022, USD Million
  • TABLE 197 Europe Transportation & Logistics Market by Country, 2023 - 2030, USD Million
  • TABLE 198 Europe Government & Defense Market by Country, 2019 - 2022, USD Million
  • TABLE 199 Europe Government & Defense Market by Country, 2023 - 2030, USD Million
  • TABLE 200 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 201 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 202 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 203 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 204 Europe Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 205 Europe Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 206 Europe Numeric Data Market by Country, 2019 - 2022, USD Million
  • TABLE 207 Europe Numeric Data Market by Country, 2023 - 2030, USD Million
  • TABLE 208 Europe Sensor Data Market by Country, 2019 - 2022, USD Million
  • TABLE 209 Europe Sensor Data Market by Country, 2023 - 2030, USD Million
  • TABLE 210 Europe Image & Video Data Market by Country, 2019 - 2022, USD Million
  • TABLE 211 Europe Image & Video Data Market by Country, 2023 - 2030, USD Million
  • TABLE 212 Europe Categorical Data Market by Country, 2019 - 2022, USD Million
  • TABLE 213 Europe Categorical Data Market by Country, 2023 - 2030, USD Million
  • TABLE 214 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 215 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 216 Europe Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 217 Europe Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 218 Europe Hardware Market by Country, 2019 - 2022, USD Million
  • TABLE 219 Europe Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 220 Europe Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 221 Europe Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 222 Europe Processors Market by Country, 2019 - 2022, USD Million
  • TABLE 223 Europe Processors Market by Country, 2023 - 2030, USD Million
  • TABLE 224 Europe Memory Units Market by Country, 2019 - 2022, USD Million
  • TABLE 225 Europe Memory Units Market by Country, 2023 - 2030, USD Million
  • TABLE 226 Europe AI Accelerators Market by Country, 2019 - 2022, USD Million
  • TABLE 227 Europe AI Accelerators Market by Country, 2023 - 2030, USD Million
  • TABLE 228 Europe Others Market by Country, 2019 - 2022, USD Million
  • TABLE 229 Europe Others Market by Country, 2023 - 2030, USD Million
  • TABLE 230 Europe Software Market by Country, 2019 - 2022, USD Million
  • TABLE 231 Europe Software Market by Country, 2023 - 2030, USD Million
  • TABLE 232 Europe Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 233 Europe Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 234 Europe Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
  • TABLE 235 Europe Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
  • TABLE 236 Europe AI & ML Framework Market by Country, 2019 - 2022, USD Million
  • TABLE 237 Europe AI & ML Framework Market by Country, 2023 - 2030, USD Million
  • TABLE 238 Europe AI Middleware & Others Market by Country, 2019 - 2022, USD Million
  • TABLE 239 Europe AI Middleware & Others Market by Country, 2023 - 2030, USD Million
  • TABLE 240 Europe Services Market by Country, 2019 - 2022, USD Million
  • TABLE 241 Europe Services Market by Country, 2023 - 2030, USD Million
  • TABLE 242 Europe Embedded AI Market by Country, 2019 - 2022, USD Million
  • TABLE 243 Europe Embedded AI Market by Country, 2023 - 2030, USD Million
  • TABLE 244 Germany Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 245 Germany Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 246 Germany Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 247 Germany Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 248 Germany Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 249 Germany Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 250 Germany Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 251 Germany Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 252 Germany Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 253 Germany Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 254 Germany Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 255 Germany Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 256 UK Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 257 UK Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 258 UK Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 259 UK Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 260 UK Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 261 UK Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 262 UK Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 263 UK Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 264 UK Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 265 UK Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 266 UK Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 267 UK Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 268 France Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 269 France Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 270 France Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 271 France Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 272 France Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 273 France Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 274 France Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 275 France Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 276 France Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 277 France Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 278 France Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 279 France Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 280 Russia Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 281 Russia Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 282 Russia Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 283 Russia Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 284 Russia Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 285 Russia Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 286 Russia Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 287 Russia Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 288 Russia Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 289 Russia Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 290 Russia Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 291 Russia Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 292 Spain Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 293 Spain Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 294 Spain Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 295 Spain Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 296 Spain Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 297 Spain Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 298 Spain Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 299 Spain Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 300 Spain Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 301 Spain Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 302 Spain Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 303 Spain Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 304 Italy Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 305 Italy Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 306 Italy Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 307 Italy Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 308 Italy Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 309 Italy Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 310 Italy Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 311 Italy Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 312 Italy Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 313 Italy Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 314 Italy Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 315 Italy Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 316 Rest of Europe Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 317 Rest of Europe Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 318 Rest of Europe Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 319 Rest of Europe Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 320 Rest of Europe Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 321 Rest of Europe Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 322 Rest of Europe Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 323 Rest of Europe Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 324 Rest of Europe Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 325 Rest of Europe Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 326 Rest of Europe Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 327 Rest of Europe Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 328 Asia Pacific Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 329 Asia Pacific Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 330 Asia Pacific Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 331 Asia Pacific Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 332 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 333 Asia Pacific BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 334 Asia Pacific Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 335 Asia Pacific Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 336 Asia Pacific IT & Telecom Market by Country, 2019 - 2022, USD Million
  • TABLE 337 Asia Pacific IT & Telecom Market by Country, 2023 - 2030, USD Million
  • TABLE 338 Asia Pacific Automotive Market by Country, 2019 - 2022, USD Million
  • TABLE 339 Asia Pacific Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 340 Asia Pacific Media & Entertainment Market by Country, 2019 - 2022, USD Million
  • TABLE 341 Asia Pacific Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 342 Asia Pacific Energy & Power Market by Country, 2019 - 2022, USD Million
  • TABLE 343 Asia Pacific Energy & Power Market by Country, 2023 - 2030, USD Million
  • TABLE 344 Asia Pacific Transportation & Logistics Market by Country, 2019 - 2022, USD Million
  • TABLE 345 Asia Pacific Transportation & Logistics Market by Country, 2023 - 2030, USD Million
  • TABLE 346 Asia Pacific Government & Defense Market by Country, 2019 - 2022, USD Million
  • TABLE 347 Asia Pacific Government & Defense Market by Country, 2023 - 2030, USD Million
  • TABLE 348 Asia Pacific Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 349 Asia Pacific Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 350 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 351 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 352 Asia Pacific Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 353 Asia Pacific Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 354 Asia Pacific Numeric Data Market by Country, 2019 - 2022, USD Million
  • TABLE 355 Asia Pacific Numeric Data Market by Country, 2023 - 2030, USD Million
  • TABLE 356 Asia Pacific Sensor Data Market by Country, 2019 - 2022, USD Million
  • TABLE 357 Asia Pacific Sensor Data Market by Country, 2023 - 2030, USD Million
  • TABLE 358 Asia Pacific Image & Video Data Market by Country, 2019 - 2022, USD Million
  • TABLE 359 Asia Pacific Image & Video Data Market by Country, 2023 - 2030, USD Million
  • TABLE 360 Asia Pacific Categorical Data Market by Country, 2019 - 2022, USD Million
  • TABLE 361 Asia Pacific Categorical Data Market by Country, 2023 - 2030, USD Million
  • TABLE 362 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 363 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 364 Asia Pacific Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 365 Asia Pacific Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 366 Asia Pacific Hardware Market by Country, 2019 - 2022, USD Million
  • TABLE 367 Asia Pacific Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 368 Asia Pacific Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 369 Asia Pacific Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 370 Asia Pacific Processors Market by Country, 2019 - 2022, USD Million
  • TABLE 371 Asia Pacific Processors Market by Country, 2023 - 2030, USD Million
  • TABLE 372 Asia Pacific Memory Units Market by Country, 2019 - 2022, USD Million
  • TABLE 373 Asia Pacific Memory Units Market by Country, 2023 - 2030, USD Million
  • TABLE 374 Asia Pacific AI Accelerators Market by Country, 2019 - 2022, USD Million
  • TABLE 375 Asia Pacific AI Accelerators Market by Country, 2023 - 2030, USD Million
  • TABLE 376 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
  • TABLE 377 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
  • TABLE 378 Asia Pacific Software Market by Country, 2019 - 2022, USD Million
  • TABLE 379 Asia Pacific Software Market by Country, 2023 - 2030, USD Million
  • TABLE 380 Asia Pacific Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 381 Asia Pacific Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 382 Asia Pacific Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
  • TABLE 383 Asia Pacific Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
  • TABLE 384 Asia Pacific AI & ML Framework Market by Country, 2019 - 2022, USD Million
  • TABLE 385 Asia Pacific AI & ML Framework Market by Country, 2023 - 2030, USD Million
  • TABLE 386 Asia Pacific AI Middleware & Others Market by Country, 2019 - 2022, USD Million
  • TABLE 387 Asia Pacific AI Middleware & Others Market by Country, 2023 - 2030, USD Million
  • TABLE 388 Asia Pacific Services Market by Country, 2019 - 2022, USD Million
  • TABLE 389 Asia Pacific Services Market by Country, 2023 - 2030, USD Million
  • TABLE 390 Asia Pacific Embedded AI Market by Country, 2019 - 2022, USD Million
  • TABLE 391 Asia Pacific Embedded AI Market by Country, 2023 - 2030, USD Million
  • TABLE 392 China Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 393 China Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 394 China Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 395 China Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 396 China Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 397 China Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 398 China Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 399 China Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 400 China Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 401 China Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 402 China Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 403 China Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 404 Japan Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 405 Japan Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 406 Japan Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 407 Japan Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 408 Japan Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 409 Japan Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 410 Japan Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 411 Japan Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 412 Japan Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 413 Japan Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 414 Japan Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 415 Japan Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 416 India Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 417 India Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 418 India Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 419 India Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 420 India Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 421 India Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 422 India Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 423 India Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 424 India Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 425 India Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 426 India Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 427 India Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 428 South Korea Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 429 South Korea Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 430 South Korea Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 431 South Korea Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 432 South Korea Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 433 South Korea Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 434 South Korea Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 435 South Korea Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 436 South Korea Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 437 South Korea Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 438 South Korea Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 439 South Korea Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 440 Singapore Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 441 Singapore Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 442 Singapore Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 443 Singapore Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 444 Singapore Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 445 Singapore Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 446 Singapore Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 447 Singapore Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 448 Singapore Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 449 Singapore Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 450 Singapore Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 451 Singapore Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 452 Malaysia Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 453 Malaysia Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 454 Malaysia Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 455 Malaysia Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 456 Malaysia Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 457 Malaysia Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 458 Malaysia Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 459 Malaysia Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 460 Malaysia Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 461 Malaysia Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 462 Malaysia Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 463 Malaysia Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 464 Rest of Asia Pacific Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 465 Rest of Asia Pacific Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 466 Rest of Asia Pacific Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 467 Rest of Asia Pacific Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 468 Rest of Asia Pacific Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 469 Rest of Asia Pacific Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 470 Rest of Asia Pacific Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 471 Rest of Asia Pacific Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 472 Rest of Asia Pacific Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 473 Rest of Asia Pacific Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 474 Rest of Asia Pacific Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 475 Rest of Asia Pacific Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 476 LAMEA Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 477 LAMEA Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 478 LAMEA Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 479 LAMEA Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 480 LAMEA BFSI Market by Country, 2019 - 2022, USD Million
  • TABLE 481 LAMEA BFSI Market by Country, 2023 - 2030, USD Million
  • TABLE 482 LAMEA Healthcare & Lifesciences Market by Country, 2019 - 2022, USD Million
  • TABLE 483 LAMEA Healthcare & Lifesciences Market by Country, 2023 - 2030, USD Million
  • TABLE 484 LAMEA IT & Telecom Market by Country, 2019 - 2022, USD Million
  • TABLE 485 LAMEA IT & Telecom Market by Country, 2023 - 2030, USD Million
  • TABLE 486 LAMEA Automotive Market by Country, 2019 - 2022, USD Million
  • TABLE 487 LAMEA Automotive Market by Country, 2023 - 2030, USD Million
  • TABLE 488 LAMEA Media & Entertainment Market by Country, 2019 - 2022, USD Million
  • TABLE 489 LAMEA Media & Entertainment Market by Country, 2023 - 2030, USD Million
  • TABLE 490 LAMEA Energy & Power Market by Country, 2019 - 2022, USD Million
  • TABLE 491 LAMEA Energy & Power Market by Country, 2023 - 2030, USD Million
  • TABLE 492 LAMEA Transportation & Logistics Market by Country, 2019 - 2022, USD Million
  • TABLE 493 LAMEA Transportation & Logistics Market by Country, 2023 - 2030, USD Million
  • TABLE 494 LAMEA Government & Defense Market by Country, 2019 - 2022, USD Million
  • TABLE 495 LAMEA Government & Defense Market by Country, 2023 - 2030, USD Million
  • TABLE 496 LAMEA Manufacturing Market by Country, 2019 - 2022, USD Million
  • TABLE 497 LAMEA Manufacturing Market by Country, 2023 - 2030, USD Million
  • TABLE 498 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 499 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 500 LAMEA Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 501 LAMEA Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 502 LAMEA Numeric Data Market by Country, 2019 - 2022, USD Million
  • TABLE 503 LAMEA Numeric Data Market by Country, 2023 - 2030, USD Million
  • TABLE 504 LAMEA Sensor Data Market by Country, 2019 - 2022, USD Million
  • TABLE 505 LAMEA Sensor Data Market by Country, 2023 - 2030, USD Million
  • TABLE 506 LAMEA Image & Video Data Market by Country, 2019 - 2022, USD Million
  • TABLE 507 LAMEA Image & Video Data Market by Country, 2023 - 2030, USD Million
  • TABLE 508 LAMEA Categorical Data Market by Country, 2019 - 2022, USD Million
  • TABLE 509 LAMEA Categorical Data Market by Country, 2023 - 2030, USD Million
  • TABLE 510 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 511 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 512 LAMEA Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 513 LAMEA Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 514 LAMEA Hardware Market by Country, 2019 - 2022, USD Million
  • TABLE 515 LAMEA Hardware Market by Country, 2023 - 2030, USD Million
  • TABLE 516 LAMEA Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 517 LAMEA Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 518 LAMEA Processors Market by Country, 2019 - 2022, USD Million
  • TABLE 519 LAMEA Processors Market by Country, 2023 - 2030, USD Million
  • TABLE 520 LAMEA Memory Units Market by Country, 2019 - 2022, USD Million
  • TABLE 521 LAMEA Memory Units Market by Country, 2023 - 2030, USD Million
  • TABLE 522 LAMEA AI Accelerators Market by Country, 2019 - 2022, USD Million
  • TABLE 523 LAMEA AI Accelerators Market by Country, 2023 - 2030, USD Million
  • TABLE 524 LAMEA Others Market by Country, 2019 - 2022, USD Million
  • TABLE 525 LAMEA Others Market by Country, 2023 - 2030, USD Million
  • TABLE 526 LAMEA Software Market by Country, 2019 - 2022, USD Million
  • TABLE 527 LAMEA Software Market by Country, 2023 - 2030, USD Million
  • TABLE 528 LAMEA Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 529 LAMEA Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 530 LAMEA Edge Computing Platforms Market by Country, 2019 - 2022, USD Million
  • TABLE 531 LAMEA Edge Computing Platforms Market by Country, 2023 - 2030, USD Million
  • TABLE 532 LAMEA AI & ML Framework Market by Country, 2019 - 2022, USD Million
  • TABLE 533 LAMEA AI & ML Framework Market by Country, 2023 - 2030, USD Million
  • TABLE 534 LAMEA AI Middleware & Others Market by Country, 2019 - 2022, USD Million
  • TABLE 535 LAMEA AI Middleware & Others Market by Country, 2023 - 2030, USD Million
  • TABLE 536 LAMEA Services Market by Country, 2019 - 2022, USD Million
  • TABLE 537 LAMEA Services Market by Country, 2023 - 2030, USD Million
  • TABLE 538 LAMEA Embedded AI Market by Country, 2019 - 2022, USD Million
  • TABLE 539 LAMEA Embedded AI Market by Country, 2023 - 2030, USD Million
  • TABLE 540 Brazil Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 541 Brazil Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 542 Brazil Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 543 Brazil Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 544 Brazil Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 545 Brazil Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 546 Brazil Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 547 Brazil Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 548 Brazil Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 549 Brazil Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 550 Brazil Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 551 Brazil Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 552 Argentina Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 553 Argentina Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 554 Argentina Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 555 Argentina Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 556 Argentina Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 557 Argentina Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 558 Argentina Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 559 Argentina Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 560 Argentina Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 561 Argentina Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 562 Argentina Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 563 Argentina Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 564 UAE Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 565 UAE Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 566 UAE Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 567 UAE Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 568 UAE Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 569 UAE Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 570 UAE Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 571 UAE Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 572 UAE Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 573 UAE Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 574 UAE Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 575 UAE Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 576 Saudi Arabia Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 577 Saudi Arabia Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 578 Saudi Arabia Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 579 Saudi Arabia Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 580 Saudi Arabia Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 581 Saudi Arabia Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 582 Saudi Arabia Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 583 Saudi Arabia Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 584 Saudi Arabia Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 585 Saudi Arabia Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 586 Saudi Arabia Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 587 Saudi Arabia Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 588 South Africa Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 589 South Africa Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 590 South Africa Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 591 South Africa Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 592 South Africa Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 593 South Africa Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 594 South Africa Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 595 South Africa Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 596 South Africa Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 597 South Africa Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 598 South Africa Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 599 South Africa Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 600 Nigeria Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 601 Nigeria Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 602 Nigeria Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 603 Nigeria Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 604 Nigeria Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 605 Nigeria Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 606 Nigeria Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 607 Nigeria Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 608 Nigeria Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 609 Nigeria Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 610 Nigeria Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 611 Nigeria Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 612 Rest of LAMEA Embedded AI Market, 2019 - 2022, USD Million
  • TABLE 613 Rest of LAMEA Embedded AI Market, 2023 - 2030, USD Million
  • TABLE 614 Rest of LAMEA Embedded AI Market by Vertical, 2019 - 2022, USD Million
  • TABLE 615 Rest of LAMEA Embedded AI Market by Vertical, 2023 - 2030, USD Million
  • TABLE 616 Rest of LAMEA Embedded AI Market by Data Type, 2019 - 2022, USD Million
  • TABLE 617 Rest of LAMEA Embedded AI Market by Data Type, 2023 - 2030, USD Million
  • TABLE 618 Rest of LAMEA Embedded AI Market by Offering, 2019 - 2022, USD Million
  • TABLE 619 Rest of LAMEA Embedded AI Market by Offering, 2023 - 2030, USD Million
  • TABLE 620 Rest of LAMEA Embedded AI Market by Hardware Type, 2019 - 2022, USD Million
  • TABLE 621 Rest of LAMEA Embedded AI Market by Hardware Type, 2023 - 2030, USD Million
  • TABLE 622 Rest of LAMEA Embedded AI Market by Software Type, 2019 - 2022, USD Million
  • TABLE 623 Rest of LAMEA Embedded AI Market by Software Type, 2023 - 2030, USD Million
  • TABLE 624 Key Information - Google LLC
  • TABLE 625 Key information - IBM Corporation
  • TABLE 626 key information - Microsoft Corporation
  • TABLE 627 Key Information - Amazon Web Services, Inc.
  • TABLE 628 Key Information - NVIDIA Corporation
  • TABLE 629 Key Information - Intel Corporation
  • TABLE 630 Key Information - Qualcomm, Inc.
  • TABLE 632 Key Information - Siemens AG
  • TABLE 633 Key Information - Oracle Corporation

List of Figures

  • FIG 1 Methodology for the research
  • FIG 2 Global Embedded AI Market, 2019 - 2030, USD Million
  • FIG 3 Key Factors Impacting the Embedded AI Market
  • FIG 4 KBV Cardinal Matrix
  • FIG 5 Market Share Analysis, 2021
  • FIG 6 Key Leading Strategies: Percentage Distribution (2019-2023)
  • FIG 7 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2020, Oct - 2023, Jul) Leading Players
  • FIG 8 Porter's Five Forces Analysis - Embedded AI Market
  • FIG 9 Global Embedded AI Market share by Vertical, 2022
  • FIG 10 Global Embedded AI Market share by Vertical, 2030
  • FIG 11 Global Embedded AI Market by Vertical, 2019 - 2030, USD Million
  • FIG 12 Global Embedded AI Market share by Data Type, 2022
  • FIG 13 Global Embedded AI Market share by Data Type, 2030
  • FIG 14 Global Embedded AI Market by Data Type, 2019 - 2030, USD Million
  • FIG 15 Global Embedded AI Market share by Offering, 2022
  • FIG 16 Global Embedded AI Market share by Offering, 2030
  • FIG 17 Global Embedded AI Market by Offering, 2019 - 2030, USD Million
  • FIG 18 Global Embedded AI Market share by Region, 2022
  • FIG 19 Global Embedded AI Market share by Region, 2030
  • FIG 20 Global Embedded AI Market by Region, 2019 - 2030, USD Million
  • FIG 21 Recent strategies and developments: Google LLC
  • FIG 22 SWOT Analysis: Alphabet Inc. (Google LLC)
  • FIG 23 Recent strategies and developments: IBM Corporation
  • FIG 24 Swot Analysis: IBM Corporation
  • FIG 25 Recent strategies and developments: Microsoft Corporation
  • FIG 26 SWOT Analysis: Microsoft Corporation
  • FIG 27 SWOT analysis: Amazon.com, Inc.
  • FIG 28 Recent strategies and developments: NVIDIA Corporation
  • FIG 29 SWOT Analysis: NVIDIA Corporation
  • FIG 30 SWOT Analysis: Intel corporation
  • FIG 31 Recent strategies and developments: Qualcomm, Inc.
  • FIG 32 SWOT Analysis: Qualcomm, Inc.
  • FIG 33 SWOT Analysis: Salesforce.com, Inc.
  • FIG 34 Swot analysis: Siemens AG
  • FIG 35 Recent strategies and developments: Oracle Corporation
  • FIG 36 SWOT analysis: Oracle Corporation