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边缘人工智慧市场分析与预测（至 2034 年）：类型、产品、服务、技术、组件、应用、部署、最终用户、设备、解决方案

Edge AI Market Analysis and Forecast to 2034: Type, Product, Services, Technology, Component, Application, Deployment, End User, Device, Solutions
出版日期: | 出版商: Global Insight Services | 英文 462 Pages | 商品交期: 3-5个工作天内

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简介目录

边缘人工智慧市场预计将从 2024 年的 292 亿美元成长到 2034 年的 849 亿美元，复合年增长率约为 11.3%。该市场涵盖部署在网路边缘并能够直接在设备上进行即时资料处理的人工智慧技术。这个市场包括硬体、软体和服务，可实现高效、低延迟的人工智慧推理，而无需依赖云端连线。关键驱动因素包括物联网设备的激增、对更快决策的需求以及隐私问题。医疗、汽车和製造等行业正在利用边缘人工智慧来提高性能、降低成本并改善用户体验。

市场概览

边缘人工智慧市场正在经历强劲成长，主要分为硬体、软体和服务。硬体领域是一个领先的领域，这得益于物联网感测器、智慧摄影机和人工智慧加速器等强大边缘设备的广泛采用。这一优势源于汽车、医疗和製造等行业对即时资料处理和低延迟应用日益增长的需求。人工智慧专用处理器和边缘运算设备的技术进步进一步增强了这一领域的主导地位。支援人工智慧的边缘分析和边缘安全解决方案等新的子区隔正在获得发展动力，从而能够在网路边缘实现更深入的资料洞察和更好的资料保护。这些子区隔将透过实现更有效率、更安全的边缘人工智慧部署，为不同应用的创新和成长带来新的机会，从而对市场动态产生重大影响。

市场区隔
类型 消费性设备、企业设备、工业设备、汽车、医疗、零售
产品 智慧型手机、穿戴装置、智慧型相机、机器人、智慧音箱、无人机
服务 咨询、整合、支援与维护、託管服务、培训与教育
科技 机器学习、自然语言处理、电脑视觉、边缘分析、语音辨识
成分 硬体、软体、韧体
应用 预测性维护、远端监控、自动驾驶汽车、智慧家庭、扩增实境
扩张 本地、云端、混合
最终用户 製造、运输、零售、医疗保健、金融、通讯
装置 边缘伺服器、边缘网关、边缘节点
解决方案 资料管理、安全解决方案、网路最佳化

边缘 AI 解决方案正受到越来越多的关注，其中明显的趋势是转向设备处理而非集中式云端处理。这一趋势是由即时资料分析和减少延迟的需求所驱动的，这对于自动驾驶汽车、工业自动化和智慧消费设备等应用至关重要。虽然北美仍然处于采用的前沿，但由于技术进步和对人工智慧主导解决方案的投资不断增加，亚太地区正迅速成为主要参与企业。高通、Google、苹果等主要产业领导者正在不断创新，以提高处理能力和能源效率。法律规范，尤其是北美和欧洲的监管框架，越来越关注资料隐私和安全，这影响市场动态和采用率。由于人工智慧晶片技术的进步以及人工智慧与物联网设备的集成，预计未来市场将大幅成长。然而，挑战依然存在，例如确保资料隐私、管理电力消耗以及处理在边缘部署人工智慧模型的复杂性。儘管存在这些障碍，医疗保健、汽车和智慧城市等领域的变革性应用的潜力为相关人员提供了丰厚的机会。

主要趋势和驱动因素

由于几个关键趋势和驱动因素，边缘人工智慧市场正在快速扩张。物联网 (IoT) 设备的激增是一个重要趋势，因为这些设备越来越依赖边缘 AI 进行即时资料处理和决策。这种转变透过缩短回应时间并减少对持续云端连线的需求来提高效率并减少等待时间。另一个趋势是对隐私和资料安全的需求日益增长。 Edge AI 在本地处理资料，最大限度地降低资料外洩的风险，并确保遵守严格的资料保护条例。这种能力在医疗保健和金融等敏感资讯盛行的行业中尤其有吸引力。此外，半导体技术的进步有助于使边缘人工智慧解决方案更加小型化和具有成本效益，使其更容易被各个领域所接受。 5G 网路的兴起也是一个关键驱动因素，它提供了边缘 AI 应用所需的频宽和低延迟。这项发展将促进与智慧城市、自动驾驶汽车和工业自动化的无缝整合。此外，永续性问题正在推动企业采用节能的边缘人工智慧解决方案，以响应全球减少碳足迹的努力。这些趋势和驱动因素支撑了边缘人工智慧市场显着成长和创新的潜力。

限制与挑战

边缘人工智慧市场面临几个关键的限制和挑战。一个突出的问题是实施成本高，这阻碍了中小企业采用边缘人工智慧解决方案。此外，将边缘人工智慧整合到现有基础设施的复杂性带来了巨大的障碍，需要专业的技能和资源。另一个挑战是缺乏标准化通讯协定，造成不同边缘 AI 系统和设备之间的互通性问题。此外，由于敏感资讯通常在边缘处理，对资料隐私和安全的担忧阻碍了边缘人工智慧的广泛应用。最后，边缘设备有限的处理能力和能源限制限制了人工智慧模型的性能，影响了其效率和有效性。总的来说，这些挑战阻碍了边缘人工智慧技术在各行业的快速发展和应用。

目录

第一章 边缘AI市场概述

  • 研究目标
  • 边缘人工智慧市场定义与研究范围
  • 报告限制
  • 调查年份和货币
  • 调查方法

第二章执行摘要

第三章重要考察

第四章 边缘AI市场展望

  • 边缘AI市场细分
  • 市场动态
  • 波特五力分析
  • PESTLE分析
  • 价值链分析
  • 4P模型
  • 安索夫矩阵

第五章 边缘AI市场策略

  • 母市场分析
  • 供需分析
  • 消费者购买意向
  • 使用案例分析
  • 定价分析
  • 监管状况
  • 供应链分析
  • 竞争产品分析

第六章 边缘AI市场规模

  • 边缘人工智慧市场规模（以价值计算）
  • 边缘人工智慧市场规模（按数量）

第七章边缘人工智慧市场（按类型）

  • 市场概览
  • 消费性设备
  • 企业设备
  • 工业设备
  • 车
  • 医疗保健
  • 零售
  • 其他的

第 8 章边缘 AI 市场（按产品）

  • 市场概览
  • 智慧型手机
  • 穿戴式装置
  • 智慧型相机
  • 机器人
  • 智慧音箱
  • 无人机
  • 其他的

第九章 边缘人工智慧市场（按服务）

  • 市场概览
  • 咨询
  • 一体化
  • 支援和维护
  • 託管服务
  • 培训和教育
  • 其他的

第 10 章 边缘 AI 市场（按技术）

  • 市场概览
  • 机器学习
  • 自然语言处理
  • 电脑视觉
  • 边缘分析
  • 语音辨识
  • 其他的

第 11 章 边缘 AI 市场（按组件）

  • 市场概览
  • 硬体
  • 软体
  • 韧体
  • 其他的

第十二章 边缘人工智慧市场（按应用）

  • 市场概览
  • 预测性维护
  • 远端监控
  • 自动驾驶汽车
  • 智慧家庭
  • 扩增实境
  • 其他的

第十三章 边缘人工智慧市场（按部署）

  • 市场概览
  • 本地
  • 云
  • 杂交种
  • 其他的

第 14 章 边缘 AI 市场（按最终用户）

  • 市场概览
  • 製造业
  • 运输
  • 零售
  • 医疗保健
  • 金融
  • 通讯
  • 其他的

第十五章 边缘人工智慧市场（按设备）

  • 市场概览
  • 边缘伺服器
  • 边缘网关
  • 边缘节点
  • 其他的

第十六章 边缘人工智慧市场（按解决方案）

  • 市场概览
  • 资料管理
  • 安全解决方案
  • 网路最佳化
  • 其他的

第十七章 边缘人工智慧市场（按地区）

  • 概述
  • 北美洲
    • 美国
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 义大利
    • 荷兰
    • 瑞典
    • 瑞士
    • 丹麦
    • 芬兰
    • 俄罗斯
    • 其他欧洲国家
  • 亚太地区
    • 中国
    • 印度
    • 日本
    • 韩国
    • 澳洲
    • 新加坡
    • 印尼
    • 台湾
    • 马来西亚
    • 其他亚太地区
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 其他拉丁美洲
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非
    • 其他中东和非洲地区

第十八章竞争格局

  • 概述
  • 市场占有率分析
  • 主要企业定位
  • 衝突领导地图
  • 供应商基准化分析
  • 发展策略基准化分析

第十九章 公司简介

  • Zymo Research
  • Active Motif
  • New England Biolabs
  • Diagenode
  • Epigenomics
  • Abcam
  • Bio-Rad Laboratories
  • EpiGentek
  • Cell Signaling Technology
  • Selleck Chemicals
  • PerkinElmer
  • QIAGEN
  • Illumina
  • Meridian Bioscience
  • Promega Corporation
  • SABiosciences
  • Cayman Chemical
  • Takara Bio
  • Enzo Life Sciences
  • Novus Biologicals
简介目录
Product Code: GIS32999

Edge AI Market is anticipated to expand from $29.2 billion in 2024 to $84.9 billion by 2034, growing at a CAGR of approximately 11.3%. The market encompasses AI technologies deployed at the edge of networks, enabling real-time data processing directly on devices. This market includes hardware, software, and services that facilitate efficient, low-latency AI inference without relying on cloud connectivity. Key drivers include the proliferation of IoT devices, demand for faster decision-making, and privacy concerns. Industries such as healthcare, automotive, and manufacturing are leveraging edge AI for enhanced performance, cost reduction, and improved user experiences.

Market Overview:

The Edge AI Market is experiencing robust expansion, primarily segmented into hardware, software, and services. The hardware segment stands as the leading sector, driven by the proliferation of powerful edge devices such as IoT sensors, smart cameras, and AI accelerators. This dominance is attributed to the increasing demand for real-time data processing and low-latency applications across industries like automotive, healthcare, and manufacturing. Technological advancements in AI-specific processors and edge computing devices further bolster this segment's superiority. Emerging sub-segments such as AI-powered edge analytics and edge security solutions are gaining momentum, promising enhanced data insights and fortified data protection at the network's edge. These sub-segments are poised to significantly influence market dynamics by enabling more efficient and secure edge AI deployments, thereby unlocking new opportunities for innovation and growth across diverse applications.

Market Segmentation
TypeConsumer Devices, Enterprise Devices, Industrial Devices, Automotive, Healthcare, Retail
ProductSmartphones, Wearables, Smart Cameras, Robots, Smart Speakers, Drones
ServicesConsulting, Integration, Support and Maintenance, Managed Services, Training and Education
TechnologyMachine Learning, Natural Language Processing, Computer Vision, Edge Analytics, Speech Recognition
ComponentHardware, Software, Firmware
ApplicationPredictive Maintenance, Remote Monitoring, Autonomous Vehicles, Smart Home, Augmented Reality
DeploymentOn-Premise, Cloud, Hybrid
End UserManufacturing, Transportation, Retail, Healthcare, Finance, Telecommunications
DeviceEdge Servers, Edge Gateways, Edge Nodes
SolutionsData Management, Security Solutions, Network Optimization

Edge AI solutions are gaining prominence, with a notable preference for on-device processing over centralized cloud processing. This trend is driven by the need for real-time data analysis and reduced latency, which are critical in applications such as autonomous vehicles, industrial automation, and smart consumer devices. North America remains at the forefront of adoption, while the Asia-Pacific region is rapidly emerging as a significant player, fuelled by technological advancements and increased investment in AI-driven solutions. Key industry leaders, including Qualcomm, Google, and Apple, are continuously innovating to enhance processing capabilities and energy efficiency. Regulatory frameworks, particularly in North America and Europe, are increasingly focusing on data privacy and security, which are influencing market dynamics and adoption rates. Looking ahead, the market is poised for substantial growth, driven by advancements in AI chip technologies and the integration of AI into IoT devices. However, challenges such as ensuring data privacy, managing power consumption, and addressing the complexities of AI model deployment at the edge remain. Despite these hurdles, the potential for transformative applications in sectors like healthcare, automotive, and smart cities presents lucrative opportunities for stakeholders.

Geographical Overview:

The Edge AI market is witnessing remarkable growth across various regions, each exhibiting unique characteristics. North America leads the market, propelled by the swift integration of AI technologies and substantial investment in edge computing infrastructure. This region's robust tech ecosystem and focus on innovation further accelerate its market dominance. Europe follows closely, characterized by strong commitments to AI research and development. The region's stringent data privacy regulations and emphasis on security bolster its appeal, creating a fertile ground for Edge AI expansion. In the Asia Pacific, the market is rapidly advancing, driven by technological innovation and substantial investments in AI. The region's burgeoning digital economies necessitate cutting-edge edge computing solutions to sustain growth. Latin America and the Middle East & Africa are emerging markets with increasing potential. Latin America is experiencing a surge in AI infrastructure investments, while the Middle East & Africa recognize the transformative impact of Edge AI in fostering economic growth and innovation.

Recent Developments:

The Edge AI market has experienced noteworthy developments in recent months, indicating a robust trajectory of growth and innovation. Google has announced a strategic partnership with Edge Impulse to enhance its Edge AI capabilities, focusing on integrating AI solutions into IoT devices for improved real-time data processing. Meanwhile, Intel unveiled its latest Edge AI chipset, designed to deliver unprecedented processing power and energy efficiency, catering to the burgeoning demand for smarter edge devices. In a move to bolster its Edge AI portfolio, NVIDIA acquired a startup specializing in AI-based video analytics, aiming to integrate advanced video processing capabilities into its edge computing solutions. Amazon Web Services (AWS) launched a new Edge AI service, offering developers a platform to deploy machine learning models directly on edge devices, thereby reducing latency and enhancing user experience. Lastly, IBM expanded its Edge AI offerings through a collaboration with Samsung, focusing on deploying AI-driven solutions in smart manufacturing and logistics, promising significant operational efficiencies and cost savings. These developments underscore the dynamic nature of the Edge AI market, with major players actively investing in collaborations and innovations to capture emerging opportunities.

Key Trends and Drivers:

The Edge AI market is experiencing rapid expansion, driven by several key trends and drivers. The proliferation of Internet of Things (IoT) devices is a significant trend, as these devices increasingly rely on edge AI for real-time data processing and decision-making. This shift enables faster responses and reduces the need for constant cloud connectivity, which enhances efficiency and reduces latency. Another trend is the growing demand for privacy and data security. Edge AI processes data locally, minimizing the risk of data breaches and ensuring compliance with stringent data protection regulations. This capability is particularly appealing in industries such as healthcare and finance, where sensitive information is prevalent. Furthermore, advancements in semiconductor technology are driving the miniaturization and cost-effectiveness of edge AI solutions, making them more accessible to various sectors. The rise of 5G networks is also a pivotal driver, providing the necessary bandwidth and low latency required for edge AI applications. This development facilitates seamless integration into smart cities, autonomous vehicles, and industrial automation. Additionally, sustainability concerns are prompting companies to adopt energy-efficient edge AI solutions, aligning with global efforts to reduce carbon footprints. These trends and drivers collectively underscore the Edge AI market's potential for substantial growth and innovation.

Restraints and Challenges:

The Edge AI Market encounters several significant restraints and challenges. A prominent issue is the high implementation cost, which discourages small and medium enterprises from adopting edge AI solutions. Additionally, the complexity of integrating edge AI with existing infrastructure poses a substantial barrier, requiring specialized skills and resources. Another challenge is the lack of standardized protocols, leading to interoperability issues among different edge AI systems and devices. Furthermore, concerns over data privacy and security hinder the widespread adoption of edge AI, as sensitive information is often processed at the edge. Lastly, limited processing power and energy constraints in edge devices restrict the performance of AI models, affecting their efficiency and effectiveness. These challenges collectively impede the rapid growth and adoption of edge AI technologies across various industries.

Key Companies:

C3 AI, FogHorn Systems, Adapdix, SWIM.AI, Octonion, Veea, Edge Impulse, Deeplite, Reality AI, Nebbiolo Technologies, Bragi, Kneron, Samsara, Twilio, BrainChip, Ubiquity6, Imagimob, Sixgill, Ayla Networks, Rigado

Sources:

European Commission - Digital Strategy, U.S. Department of Commerce - National Institute of Standards and Technology (NIST), International Telecommunication Union (ITU), Institute of Electrical and Electronics Engineers (IEEE) - Edge AI and Computing Technical Community, European Telecommunications Standards Institute (ETSI), National Institute of Information and Communications Technology (NICT) - Japan, Association for Computing Machinery (ACM), The Alan Turing Institute, Stanford University - AI Lab, Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL), University of California, Berkeley - Berkeley Artificial Intelligence Research (BAIR) Lab, World Economic Forum - Centre for the Fourth Industrial Revolution, United Nations Industrial Development Organization (UNIDO), International Data Corporation (IDC) - Research on Edge Computing, The Linux Foundation - LF Edge, The OpenFog Consortium, Edge AI and Vision Alliance, The AI Summit, IEEE International Conference on Edge Computing, ACM Symposium on Edge Computing (SEC)

Research Scope:

  • Estimates and forecasts the overall market size across type, application, and region.
  • Provides detailed information and key takeaways on qualitative and quantitative trends, dynamics, business framework, competitive landscape, and company profiling.
  • Identifies factors influencing market growth and challenges, opportunities, drivers, and restraints.
  • Identifies factors that could limit company participation in international markets to help calibrate market share expectations and growth rates.
  • Evaluates key development strategies like acquisitions, product launches, mergers, collaborations, business expansions, agreements, partnerships, and R&D activities.
  • Analyzes smaller market segments strategically, focusing on their potential, growth patterns, and impact on the overall market.
  • Outlines the competitive landscape, assessing business and corporate strategies to monitor and dissect competitive advancements.

Our research scope provides comprehensive market data, insights, and analysis across a variety of critical areas. We cover Local Market Analysis, assessing consumer demographics, purchasing behaviors, and market size within specific regions to identify growth opportunities. Our Local Competition Review offers a detailed evaluation of competitors, including their strengths, weaknesses, and market positioning. We also conduct Local Regulatory Reviews to ensure businesses comply with relevant laws and regulations. Industry Analysis provides an in-depth look at market dynamics, key players, and trends. Additionally, we offer Cross-Segmental Analysis to identify synergies between different market segments, as well as Production-Consumption and Demand-Supply Analysis to optimize supply chain efficiency. Our Import-Export Analysis helps businesses navigate global trade environments by evaluating trade flows and policies. These insights empower clients to make informed strategic decisions, mitigate risks, and capitalize on market opportunities.

TABLE OF CONTENTS

1: Edge AI Market Overview

  • 1.1 Objectives of the Study
  • 1.2 Edge AI Market Definition and Scope of the Report
  • 1.3 Report Limitations
  • 1.4 Years & Currency Considered in the Study
  • 1.5 Research Methodologies
    • 1.5.1 Secondary Research
    • 1.5.2 Primary Research
    • 1.5.3 Market Size Estimation: Top-Down Approach
    • 1.5.4 Market Size Estimation: Bottom-Up Approach
    • 1.5.5 Data Triangulation and Validation

2: Executive Summary

  • 2.1 Summary
  • 2.2 Key Opinion Leaders
  • 2.3 Key Highlights of the Market, by Type
  • 2.4 Key Highlights of the Market, by Product
  • 2.5 Key Highlights of the Market, by Services
  • 2.6 Key Highlights of the Market, by Technology
  • 2.7 Key Highlights of the Market, by Component
  • 2.8 Key Highlights of the Market, by Application
  • 2.9 Key Highlights of the Market, by Deployment
  • 2.10 Key Highlights of the Market, by End User
  • 2.11 Key Highlights of the Market, by Device
  • 2.12 Key Highlights of the Market, by Solutions
  • 2.13 Key Highlights of the Market, by North America
  • 2.14 Key Highlights of the Market, by Europe
  • 2.15 Key Highlights of the Market, by Asia-Pacific
  • 2.16 Key Highlights of the Market, by Latin America
  • 2.17 Key Highlights of the Market, by Middle East
  • 2.18 Key Highlights of the Market, by Africa

3: Premium Insights on the Market

  • 3.1 Market Attractiveness Analysis, by Region
  • 3.2 Market Attractiveness Analysis, by Type
  • 3.3 Market Attractiveness Analysis, by Product
  • 3.4 Market Attractiveness Analysis, by Services
  • 3.5 Market Attractiveness Analysis, by Technology
  • 3.6 Market Attractiveness Analysis, by Component
  • 3.7 Market Attractiveness Analysis, by Application
  • 3.8 Market Attractiveness Analysis, by Deployment
  • 3.9 Market Attractiveness Analysis, by End User
  • 3.10 Market Attractiveness Analysis, by Device
  • 3.11 Market Attractiveness Analysis, by Solutions
  • 3.12 Market Attractiveness Analysis, by North America
  • 3.13 Market Attractiveness Analysis, by Europe
  • 3.14 Market Attractiveness Analysis, by Asia-Pacific
  • 3.15 Market Attractiveness Analysis, by Latin America
  • 3.16 Market Attractiveness Analysis, by Middle East
  • 3.17 Market Attractiveness Analysis, by Africa

4: Edge AI Market Outlook

  • 4.1 Edge AI Market Segmentation
  • 4.2 Market Dynamics
    • 4.2.1 Market Drivers
    • 4.2.2 Market Trends
    • 4.2.3 Market Restraints
    • 4.2.4 Market Opportunities
  • 4.3 Porters Five Forces Analysis
    • 4.3.1 Threat of New Entrants
    • 4.3.2 Threat of Substitutes
    • 4.3.3 Bargaining Power of Buyers
    • 4.3.4 Bargaining Power of Supplier
    • 4.3.5 Competitive Rivalry
  • 4.4 PESTLE Analysis
  • 4.5 Value Chain Analysis
  • 4.6 4Ps Model
  • 4.7 ANSOFF Matrix

5: Edge AI Market Strategy

  • 5.1 Parent Market Analysis
  • 5.2 Supply-Demand Analysis
  • 5.3 Consumer Buying Interest
  • 5.4 Case Study Analysis
  • 5.5 Pricing Analysis
  • 5.6 Regulatory Landscape
  • 5.7 Supply Chain Analysis
  • 5.8 Competition Product Analysis
  • 5.9 Recent Developments

6: Edge AI Market Size

  • 6.1 Edge AI Market Size, by Value
  • 6.2 Edge AI Market Size, by Volume

7: Edge AI Market, by Type

  • 7.1 Market Overview
  • 7.2 Consumer Devices
    • 7.2.1 Key Market Trends & Opportunity Analysis
    • 7.2.2 Market Size and Forecast, by Region
  • 7.3 Enterprise Devices
    • 7.3.1 Key Market Trends & Opportunity Analysis
    • 7.3.2 Market Size and Forecast, by Region
  • 7.4 Industrial Devices
    • 7.4.1 Key Market Trends & Opportunity Analysis
    • 7.4.2 Market Size and Forecast, by Region
  • 7.5 Automotive
    • 7.5.1 Key Market Trends & Opportunity Analysis
    • 7.5.2 Market Size and Forecast, by Region
  • 7.6 Healthcare
    • 7.6.1 Key Market Trends & Opportunity Analysis
    • 7.6.2 Market Size and Forecast, by Region
  • 7.7 Retail
    • 7.7.1 Key Market Trends & Opportunity Analysis
    • 7.7.2 Market Size and Forecast, by Region
  • 7.8 Others
    • 7.8.1 Key Market Trends & Opportunity Analysis
    • 7.8.2 Market Size and Forecast, by Region

8: Edge AI Market, by Product

  • 8.1 Market Overview
  • 8.2 Smartphones
    • 8.2.1 Key Market Trends & Opportunity Analysis
    • 8.2.2 Market Size and Forecast, by Region
  • 8.3 Wearables
    • 8.3.1 Key Market Trends & Opportunity Analysis
    • 8.3.2 Market Size and Forecast, by Region
  • 8.4 Smart Cameras
    • 8.4.1 Key Market Trends & Opportunity Analysis
    • 8.4.2 Market Size and Forecast, by Region
  • 8.5 Robots
    • 8.5.1 Key Market Trends & Opportunity Analysis
    • 8.5.2 Market Size and Forecast, by Region
  • 8.6 Smart Speakers
    • 8.6.1 Key Market Trends & Opportunity Analysis
    • 8.6.2 Market Size and Forecast, by Region
  • 8.7 Drones
    • 8.7.1 Key Market Trends & Opportunity Analysis
    • 8.7.2 Market Size and Forecast, by Region
  • 8.8 Others
    • 8.8.1 Key Market Trends & Opportunity Analysis
    • 8.8.2 Market Size and Forecast, by Region

9: Edge AI Market, by Services

  • 9.1 Market Overview
  • 9.2 Consulting
    • 9.2.1 Key Market Trends & Opportunity Analysis
    • 9.2.2 Market Size and Forecast, by Region
  • 9.3 Integration
    • 9.3.1 Key Market Trends & Opportunity Analysis
    • 9.3.2 Market Size and Forecast, by Region
  • 9.4 Support and Maintenance
    • 9.4.1 Key Market Trends & Opportunity Analysis
    • 9.4.2 Market Size and Forecast, by Region
  • 9.5 Managed Services
    • 9.5.1 Key Market Trends & Opportunity Analysis
    • 9.5.2 Market Size and Forecast, by Region
  • 9.6 Training and Education
    • 9.6.1 Key Market Trends & Opportunity Analysis
    • 9.6.2 Market Size and Forecast, by Region
  • 9.7 Others
    • 9.7.1 Key Market Trends & Opportunity Analysis
    • 9.7.2 Market Size and Forecast, by Region

10: Edge AI Market, by Technology

  • 10.1 Market Overview
  • 10.2 Machine Learning
    • 10.2.1 Key Market Trends & Opportunity Analysis
    • 10.2.2 Market Size and Forecast, by Region
  • 10.3 Natural Language Processing
    • 10.3.1 Key Market Trends & Opportunity Analysis
    • 10.3.2 Market Size and Forecast, by Region
  • 10.4 Computer Vision
    • 10.4.1 Key Market Trends & Opportunity Analysis
    • 10.4.2 Market Size and Forecast, by Region
  • 10.5 Edge Analytics
    • 10.5.1 Key Market Trends & Opportunity Analysis
    • 10.5.2 Market Size and Forecast, by Region
  • 10.6 Speech Recognition
    • 10.6.1 Key Market Trends & Opportunity Analysis
    • 10.6.2 Market Size and Forecast, by Region
  • 10.7 Others
    • 10.7.1 Key Market Trends & Opportunity Analysis
    • 10.7.2 Market Size and Forecast, by Region

11: Edge AI Market, by Component

  • 11.1 Market Overview
  • 11.2 Hardware
    • 11.2.1 Key Market Trends & Opportunity Analysis
    • 11.2.2 Market Size and Forecast, by Region
  • 11.3 Software
    • 11.3.1 Key Market Trends & Opportunity Analysis
    • 11.3.2 Market Size and Forecast, by Region
  • 11.4 Firmware
    • 11.4.1 Key Market Trends & Opportunity Analysis
    • 11.4.2 Market Size and Forecast, by Region
  • 11.5 Others
    • 11.5.1 Key Market Trends & Opportunity Analysis
    • 11.5.2 Market Size and Forecast, by Region

12: Edge AI Market, by Application

  • 12.1 Market Overview
  • 12.2 Predictive Maintenance
    • 12.2.1 Key Market Trends & Opportunity Analysis
    • 12.2.2 Market Size and Forecast, by Region
  • 12.3 Remote Monitoring
    • 12.3.1 Key Market Trends & Opportunity Analysis
    • 12.3.2 Market Size and Forecast, by Region
  • 12.4 Autonomous Vehicles
    • 12.4.1 Key Market Trends & Opportunity Analysis
    • 12.4.2 Market Size and Forecast, by Region
  • 12.5 Smart Home
    • 12.5.1 Key Market Trends & Opportunity Analysis
    • 12.5.2 Market Size and Forecast, by Region
  • 12.6 Augmented Reality
    • 12.6.1 Key Market Trends & Opportunity Analysis
    • 12.6.2 Market Size and Forecast, by Region
  • 12.7 Others
    • 12.7.1 Key Market Trends & Opportunity Analysis
    • 12.7.2 Market Size and Forecast, by Region

13: Edge AI Market, by Deployment

  • 13.1 Market Overview
  • 13.2 On-Premise
    • 13.2.1 Key Market Trends & Opportunity Analysis
    • 13.2.2 Market Size and Forecast, by Region
  • 13.3 Cloud
    • 13.3.1 Key Market Trends & Opportunity Analysis
    • 13.3.2 Market Size and Forecast, by Region
  • 13.4 Hybrid
    • 13.4.1 Key Market Trends & Opportunity Analysis
    • 13.4.2 Market Size and Forecast, by Region
  • 13.5 Others
    • 13.5.1 Key Market Trends & Opportunity Analysis
    • 13.5.2 Market Size and Forecast, by Region

14: Edge AI Market, by End User

  • 14.1 Market Overview
  • 14.2 Manufacturing
    • 14.2.1 Key Market Trends & Opportunity Analysis
    • 14.2.2 Market Size and Forecast, by Region
  • 14.3 Transportation
    • 14.3.1 Key Market Trends & Opportunity Analysis
    • 14.3.2 Market Size and Forecast, by Region
  • 14.4 Retail
    • 14.4.1 Key Market Trends & Opportunity Analysis
    • 14.4.2 Market Size and Forecast, by Region
  • 14.5 Healthcare
    • 14.5.1 Key Market Trends & Opportunity Analysis
    • 14.5.2 Market Size and Forecast, by Region
  • 14.6 Finance
    • 14.6.1 Key Market Trends & Opportunity Analysis
    • 14.6.2 Market Size and Forecast, by Region
  • 14.7 Telecommunications
    • 14.7.1 Key Market Trends & Opportunity Analysis
    • 14.7.2 Market Size and Forecast, by Region
  • 14.8 Others
    • 14.8.1 Key Market Trends & Opportunity Analysis
    • 14.8.2 Market Size and Forecast, by Region

15: Edge AI Market, by Device

  • 15.1 Market Overview
  • 15.2 Edge Servers
    • 15.2.1 Key Market Trends & Opportunity Analysis
    • 15.2.2 Market Size and Forecast, by Region
  • 15.3 Edge Gateways
    • 15.3.1 Key Market Trends & Opportunity Analysis
    • 15.3.2 Market Size and Forecast, by Region
  • 15.4 Edge Nodes
    • 15.4.1 Key Market Trends & Opportunity Analysis
    • 15.4.2 Market Size and Forecast, by Region
  • 15.5 Others
    • 15.5.1 Key Market Trends & Opportunity Analysis
    • 15.5.2 Market Size and Forecast, by Region

16: Edge AI Market, by Solutions

  • 16.1 Market Overview
  • 16.2 Data Management
    • 16.2.1 Key Market Trends & Opportunity Analysis
    • 16.2.2 Market Size and Forecast, by Region
  • 16.3 Security Solutions
    • 16.3.1 Key Market Trends & Opportunity Analysis
    • 16.3.2 Market Size and Forecast, by Region
  • 16.4 Network Optimization
    • 16.4.1 Key Market Trends & Opportunity Analysis
    • 16.4.2 Market Size and Forecast, by Region
  • 16.5 Others
    • 16.5.1 Key Market Trends & Opportunity Analysis
    • 16.5.2 Market Size and Forecast, by Region

17: Edge AI Market, by Region

  • 17.1 Overview
  • 17.2 North America
    • 17.2.1 Key Market Trends and Opportunities
    • 17.2.2 North America Market Size and Forecast, by Type
    • 17.2.3 North America Market Size and Forecast, by Product
    • 17.2.4 North America Market Size and Forecast, by Services
    • 17.2.5 North America Market Size and Forecast, by Technology
    • 17.2.6 North America Market Size and Forecast, by Component
    • 17.2.7 North America Market Size and Forecast, by Application
    • 17.2.8 North America Market Size and Forecast, by Deployment
    • 17.2.9 North America Market Size and Forecast, by End User
    • 17.2.10 North America Market Size and Forecast, by Device
    • 17.2.11 North America Market Size and Forecast, by Solutions
    • 17.2.12 North America Market Size and Forecast, by Country
    • 17.2.13 United States
      • 17.2.9.1 United States Market Size and Forecast, by Type
      • 17.2.9.2 United States Market Size and Forecast, by Product
      • 17.2.9.3 United States Market Size and Forecast, by Services
      • 17.2.9.4 United States Market Size and Forecast, by Technology
      • 17.2.9.5 United States Market Size and Forecast, by Component
      • 17.2.9.6 United States Market Size and Forecast, by Application
      • 17.2.9.7 United States Market Size and Forecast, by Deployment
      • 17.2.9.8 United States Market Size and Forecast, by End User
      • 17.2.9.9 United States Market Size and Forecast, by Device
      • 17.2.9.10 United States Market Size and Forecast, by Solutions
      • 17.2.9.11 Local Competition Analysis
      • 17.2.9.12 Local Market Analysis
    • 17.2.1 Canada
      • 17.2.10.1 Canada Market Size and Forecast, by Type
      • 17.2.10.2 Canada Market Size and Forecast, by Product
      • 17.2.10.3 Canada Market Size and Forecast, by Services
      • 17.2.10.4 Canada Market Size and Forecast, by Technology
      • 17.2.10.5 Canada Market Size and Forecast, by Component
      • 17.2.10.6 Canada Market Size and Forecast, by Application
      • 17.2.10.7 Canada Market Size and Forecast, by Deployment
      • 17.2.10.8 Canada Market Size and Forecast, by End User
      • 17.2.10.9 Canada Market Size and Forecast, by Device
      • 17.2.10.10 Canada Market Size and Forecast, by Solutions
      • 17.2.10.11 Local Competition Analysis
      • 17.2.10.12 Local Market Analysis
  • 17.1 Europe
    • 17.3.1 Key Market Trends and Opportunities
    • 17.3.2 Europe Market Size and Forecast, by Type
    • 17.3.3 Europe Market Size and Forecast, by Product
    • 17.3.4 Europe Market Size and Forecast, by Services
    • 17.3.5 Europe Market Size and Forecast, by Technology
    • 17.3.6 Europe Market Size and Forecast, by Component
    • 17.3.7 Europe Market Size and Forecast, by Application
    • 17.3.8 Europe Market Size and Forecast, by Deployment
    • 17.3.9 Europe Market Size and Forecast, by End User
    • 17.3.10 Europe Market Size and Forecast, by Device
    • 17.3.11 Europe Market Size and Forecast, by Solutions
    • 17.3.12 Europe Market Size and Forecast, by Country
    • 17.3.13 United Kingdom
      • 17.3.9.1 United Kingdom Market Size and Forecast, by Type
      • 17.3.9.2 United Kingdom Market Size and Forecast, by Product
      • 17.3.9.3 United Kingdom Market Size and Forecast, by Services
      • 17.3.9.4 United Kingdom Market Size and Forecast, by Technology
      • 17.3.9.5 United Kingdom Market Size and Forecast, by Component
      • 17.3.9.6 United Kingdom Market Size and Forecast, by Application
      • 17.3.9.7 United Kingdom Market Size and Forecast, by Deployment
      • 17.3.9.8 United Kingdom Market Size and Forecast, by End User
      • 17.3.9.9 United Kingdom Market Size and Forecast, by Device
      • 17.3.9.10 United Kingdom Market Size and Forecast, by Solutions
      • 17.3.9.11 Local Competition Analysis
      • 17.3.9.12 Local Market Analysis
    • 17.3.1 Germany
      • 17.3.10.1 Germany Market Size and Forecast, by Type
      • 17.3.10.2 Germany Market Size and Forecast, by Product
      • 17.3.10.3 Germany Market Size and Forecast, by Services
      • 17.3.10.4 Germany Market Size and Forecast, by Technology
      • 17.3.10.5 Germany Market Size and Forecast, by Component
      • 17.3.10.6 Germany Market Size and Forecast, by Application
      • 17.3.10.7 Germany Market Size and Forecast, by Deployment
      • 17.3.10.8 Germany Market Size and Forecast, by End User
      • 17.3.10.9 Germany Market Size and Forecast, by Device
      • 17.3.10.10 Germany Market Size and Forecast, by Solutions
      • 17.3.10.11 Local Competition Analysis
      • 17.3.10.12 Local Market Analysis
    • 17.3.1 France
      • 17.3.11.1 France Market Size and Forecast, by Type
      • 17.3.11.2 France Market Size and Forecast, by Product
      • 17.3.11.3 France Market Size and Forecast, by Services
      • 17.3.11.4 France Market Size and Forecast, by Technology
      • 17.3.11.5 France Market Size and Forecast, by Component
      • 17.3.11.6 France Market Size and Forecast, by Application
      • 17.3.11.7 France Market Size and Forecast, by Deployment
      • 17.3.11.8 France Market Size and Forecast, by End User
      • 17.3.11.9 France Market Size and Forecast, by Device
      • 17.3.11.10 France Market Size and Forecast, by Solutions
      • 17.3.11.11 Local Competition Analysis
      • 17.3.11.12 Local Market Analysis
    • 17.3.1 Spain
      • 17.3.12.1 Spain Market Size and Forecast, by Type
      • 17.3.12.2 Spain Market Size and Forecast, by Product
      • 17.3.12.3 Spain Market Size and Forecast, by Services
      • 17.3.12.4 Spain Market Size and Forecast, by Technology
      • 17.3.12.5 Spain Market Size and Forecast, by Component
      • 17.3.12.6 Spain Market Size and Forecast, by Application
      • 17.3.12.7 Spain Market Size and Forecast, by Deployment
      • 17.3.12.8 Spain Market Size and Forecast, by End User
      • 17.3.12.9 Spain Market Size and Forecast, by Device
      • 17.3.12.10 Spain Market Size and Forecast, by Solutions
      • 17.3.12.11 Local Competition Analysis
      • 17.3.12.12 Local Market Analysis
    • 17.3.1 Italy
      • 17.3.13.1 Italy Market Size and Forecast, by Type
      • 17.3.13.2 Italy Market Size and Forecast, by Product
      • 17.3.13.3 Italy Market Size and Forecast, by Services
      • 17.3.13.4 Italy Market Size and Forecast, by Technology
      • 17.3.13.5 Italy Market Size and Forecast, by Component
      • 17.3.13.6 Italy Market Size and Forecast, by Application
      • 17.3.13.7 Italy Market Size and Forecast, by Deployment
      • 17.3.13.8 Italy Market Size and Forecast, by End User
      • 17.3.13.9 Italy Market Size and Forecast, by Device
      • 17.3.13.10 Italy Market Size and Forecast, by Solutions
      • 17.3.13.11 Local Competition Analysis
      • 17.3.13.12 Local Market Analysis
    • 17.3.1 Netherlands
      • 17.3.14.1 Netherlands Market Size and Forecast, by Type
      • 17.3.14.2 Netherlands Market Size and Forecast, by Product
      • 17.3.14.3 Netherlands Market Size and Forecast, by Services
      • 17.3.14.4 Netherlands Market Size and Forecast, by Technology
      • 17.3.14.5 Netherlands Market Size and Forecast, by Component
      • 17.3.14.6 Netherlands Market Size and Forecast, by Application
      • 17.3.14.7 Netherlands Market Size and Forecast, by Deployment
      • 17.3.14.8 Netherlands Market Size and Forecast, by End User
      • 17.3.14.9 Netherlands Market Size and Forecast, by Device
      • 17.3.14.10 Netherlands Market Size and Forecast, by Solutions
      • 17.3.14.11 Local Competition Analysis
      • 17.3.14.12 Local Market Analysis
    • 17.3.1 Sweden
      • 17.3.15.1 Sweden Market Size and Forecast, by Type
      • 17.3.15.2 Sweden Market Size and Forecast, by Product
      • 17.3.15.3 Sweden Market Size and Forecast, by Services
      • 17.3.15.4 Sweden Market Size and Forecast, by Technology
      • 17.3.15.5 Sweden Market Size and Forecast, by Component
      • 17.3.15.6 Sweden Market Size and Forecast, by Application
      • 17.3.15.7 Sweden Market Size and Forecast, by Deployment
      • 17.3.15.8 Sweden Market Size and Forecast, by End User
      • 17.3.15.9 Sweden Market Size and Forecast, by Device
      • 17.3.15.10 Sweden Market Size and Forecast, by Solutions
      • 17.3.15.11 Local Competition Analysis
      • 17.3.15.12 Local Market Analysis
    • 17.3.1 Switzerland
      • 17.3.16.1 Switzerland Market Size and Forecast, by Type
      • 17.3.16.2 Switzerland Market Size and Forecast, by Product
      • 17.3.16.3 Switzerland Market Size and Forecast, by Services
      • 17.3.16.4 Switzerland Market Size and Forecast, by Technology
      • 17.3.16.5 Switzerland Market Size and Forecast, by Component
      • 17.3.16.6 Switzerland Market Size and Forecast, by Application
      • 17.3.16.7 Switzerland Market Size and Forecast, by Deployment
      • 17.3.16.8 Switzerland Market Size and Forecast, by End User
      • 17.3.16.9 Switzerland Market Size and Forecast, by Device
      • 17.3.16.10 Switzerland Market Size and Forecast, by Solutions
      • 17.3.16.11 Local Competition Analysis
      • 17.3.16.12 Local Market Analysis
    • 17.3.1 Denmark
      • 17.3.17.1 Denmark Market Size and Forecast, by Type
      • 17.3.17.2 Denmark Market Size and Forecast, by Product
      • 17.3.17.3 Denmark Market Size and Forecast, by Services
      • 17.3.17.4 Denmark Market Size and Forecast, by Technology
      • 17.3.17.5 Denmark Market Size and Forecast, by Component
      • 17.3.17.6 Denmark Market Size and Forecast, by Application
      • 17.3.17.7 Denmark Market Size and Forecast, by Deployment
      • 17.3.17.8 Denmark Market Size and Forecast, by End User
      • 17.3.17.9 Denmark Market Size and Forecast, by Device
      • 17.3.17.10 Denmark Market Size and Forecast, by Solutions
      • 17.3.17.11 Local Competition Analysis
      • 17.3.17.12 Local Market Analysis
    • 17.3.1 Finland
      • 17.3.18.1 Finland Market Size and Forecast, by Type
      • 17.3.18.2 Finland Market Size and Forecast, by Product
      • 17.3.18.3 Finland Market Size and Forecast, by Services
      • 17.3.18.4 Finland Market Size and Forecast, by Technology
      • 17.3.18.5 Finland Market Size and Forecast, by Component
      • 17.3.18.6 Finland Market Size and Forecast, by Application
      • 17.3.18.7 Finland Market Size and Forecast, by Deployment
      • 17.3.18.8 Finland Market Size and Forecast, by End User
      • 17.3.18.9 Finland Market Size and Forecast, by Device
      • 17.3.18.10 Finland Market Size and Forecast, by Solutions
      • 17.3.18.11 Local Competition Analysis
      • 17.3.18.12 Local Market Analysis
    • 17.3.1 Russia
      • 17.3.19.1 Russia Market Size and Forecast, by Type
      • 17.3.19.2 Russia Market Size and Forecast, by Product
      • 17.3.19.3 Russia Market Size and Forecast, by Services
      • 17.3.19.4 Russia Market Size and Forecast, by Technology
      • 17.3.19.5 Russia Market Size and Forecast, by Component
      • 17.3.19.6 Russia Market Size and Forecast, by Application
      • 17.3.19.7 Russia Market Size and Forecast, by Deployment
      • 17.3.19.8 Russia Market Size and Forecast, by End User
      • 17.3.19.9 Russia Market Size and Forecast, by Device
      • 17.3.19.10 Russia Market Size and Forecast, by Solutions
      • 17.3.19.11 Local Competition Analysis
      • 17.3.19.12 Local Market Analysis
    • 17.3.1 Rest of Europe
      • 17.3.20.1 Rest of Europe Market Size and Forecast, by Type
      • 17.3.20.2 Rest of Europe Market Size and Forecast, by Product
      • 17.3.20.3 Rest of Europe Market Size and Forecast, by Services
      • 17.3.20.4 Rest of Europe Market Size and Forecast, by Technology
      • 17.3.20.5 Rest of Europe Market Size and Forecast, by Component
      • 17.3.20.6 Rest of Europe Market Size and Forecast, by Application
      • 17.3.20.7 Rest of Europe Market Size and Forecast, by Deployment
      • 17.3.20.8 Rest of Europe Market Size and Forecast, by End User
      • 17.3.20.9 Rest of Europe Market Size and Forecast, by Device
      • 17.3.20.10 Rest of Europe Market Size and Forecast, by Solutions
      • 17.3.20.11 Local Competition Analysis
      • 17.3.20.12 Local Market Analysis
  • 17.1 Asia-Pacific
    • 17.4.1 Key Market Trends and Opportunities
    • 17.4.2 Asia-Pacific Market Size and Forecast, by Type
    • 17.4.3 Asia-Pacific Market Size and Forecast, by Product
    • 17.4.4 Asia-Pacific Market Size and Forecast, by Services
    • 17.4.5 Asia-Pacific Market Size and Forecast, by Technology
    • 17.4.6 Asia-Pacific Market Size and Forecast, by Component
    • 17.4.7 Asia-Pacific Market Size and Forecast, by Application
    • 17.4.8 Asia-Pacific Market Size and Forecast, by Deployment
    • 17.4.9 Asia-Pacific Market Size and Forecast, by End User
    • 17.4.10 Asia-Pacific Market Size and Forecast, by Device
    • 17.4.11 Asia-Pacific Market Size and Forecast, by Solutions
    • 17.4.12 Asia-Pacific Market Size and Forecast, by Country
    • 17.4.13 China
      • 17.4.9.1 China Market Size and Forecast, by Type
      • 17.4.9.2 China Market Size and Forecast, by Product
      • 17.4.9.3 China Market Size and Forecast, by Services
      • 17.4.9.4 China Market Size and Forecast, by Technology
      • 17.4.9.5 China Market Size and Forecast, by Component
      • 17.4.9.6 China Market Size and Forecast, by Application
      • 17.4.9.7 China Market Size and Forecast, by Deployment
      • 17.4.9.8 China Market Size and Forecast, by End User
      • 17.4.9.9 China Market Size and Forecast, by Device
      • 17.4.9.10 China Market Size and Forecast, by Solutions
      • 17.4.9.11 Local Competition Analysis
      • 17.4.9.12 Local Market Analysis
    • 17.4.1 India
      • 17.4.10.1 India Market Size and Forecast, by Type
      • 17.4.10.2 India Market Size and Forecast, by Product
      • 17.4.10.3 India Market Size and Forecast, by Services
      • 17.4.10.4 India Market Size and Forecast, by Technology
      • 17.4.10.5 India Market Size and Forecast, by Component
      • 17.4.10.6 India Market Size and Forecast, by Application
      • 17.4.10.7 India Market Size and Forecast, by Deployment
      • 17.4.10.8 India Market Size and Forecast, by End User
      • 17.4.10.9 India Market Size and Forecast, by Device
      • 17.4.10.10 India Market Size and Forecast, by Solutions
      • 17.4.10.11 Local Competition Analysis
      • 17.4.10.12 Local Market Analysis
    • 17.4.1 Japan
      • 17.4.11.1 Japan Market Size and Forecast, by Type
      • 17.4.11.2 Japan Market Size and Forecast, by Product
      • 17.4.11.3 Japan Market Size and Forecast, by Services
      • 17.4.11.4 Japan Market Size and Forecast, by Technology
      • 17.4.11.5 Japan Market Size and Forecast, by Component
      • 17.4.11.6 Japan Market Size and Forecast, by Application
      • 17.4.11.7 Japan Market Size and Forecast, by Deployment
      • 17.4.11.8 Japan Market Size and Forecast, by End User
      • 17.4.11.9 Japan Market Size and Forecast, by Device
      • 17.4.11.10 Japan Market Size and Forecast, by Solutions
      • 17.4.11.11 Local Competition Analysis
      • 17.4.11.12 Local Market Analysis
    • 17.4.1 South Korea
      • 17.4.12.1 South Korea Market Size and Forecast, by Type
      • 17.4.12.2 South Korea Market Size and Forecast, by Product
      • 17.4.12.3 South Korea Market Size and Forecast, by Services
      • 17.4.12.4 South Korea Market Size and Forecast, by Technology
      • 17.4.12.5 South Korea Market Size and Forecast, by Component
      • 17.4.12.6 South Korea Market Size and Forecast, by Application
      • 17.4.12.7 South Korea Market Size and Forecast, by Deployment
      • 17.4.12.8 South Korea Market Size and Forecast, by End User
      • 17.4.12.9 South Korea Market Size and Forecast, by Device
      • 17.4.12.10 South Korea Market Size and Forecast, by Solutions
      • 17.4.12.11 Local Competition Analysis
      • 17.4.12.12 Local Market Analysis
    • 17.4.1 Australia
      • 17.4.13.1 Australia Market Size and Forecast, by Type
      • 17.4.13.2 Australia Market Size and Forecast, by Product
      • 17.4.13.3 Australia Market Size and Forecast, by Services
      • 17.4.13.4 Australia Market Size and Forecast, by Technology
      • 17.4.13.5 Australia Market Size and Forecast, by Component
      • 17.4.13.6 Australia Market Size and Forecast, by Application
      • 17.4.13.7 Australia Market Size and Forecast, by Deployment
      • 17.4.13.8 Australia Market Size and Forecast, by End User
      • 17.4.13.9 Australia Market Size and Forecast, by Device
      • 17.4.13.10 Australia Market Size and Forecast, by Solutions
      • 17.4.13.11 Local Competition Analysis
      • 17.4.13.12 Local Market Analysis
    • 17.4.1 Singapore
      • 17.4.14.1 Singapore Market Size and Forecast, by Type
      • 17.4.14.2 Singapore Market Size and Forecast, by Product
      • 17.4.14.3 Singapore Market Size and Forecast, by Services
      • 17.4.14.4 Singapore Market Size and Forecast, by Technology
      • 17.4.14.5 Singapore Market Size and Forecast, by Component
      • 17.4.14.6 Singapore Market Size and Forecast, by Application
      • 17.4.14.7 Singapore Market Size and Forecast, by Deployment
      • 17.4.14.8 Singapore Market Size and Forecast, by End User
      • 17.4.14.9 Singapore Market Size and Forecast, by Device
      • 17.4.14.10 Singapore Market Size and Forecast, by Solutions
      • 17.4.14.11 Local Competition Analysis
      • 17.4.14.12 Local Market Analysis
    • 17.4.1 Indonesia
      • 17.4.15.1 Indonesia Market Size and Forecast, by Type
      • 17.4.15.2 Indonesia Market Size and Forecast, by Product
      • 17.4.15.3 Indonesia Market Size and Forecast, by Services
      • 17.4.15.4 Indonesia Market Size and Forecast, by Technology
      • 17.4.15.5 Indonesia Market Size and Forecast, by Component
      • 17.4.15.6 Indonesia Market Size and Forecast, by Application
      • 17.4.15.7 Indonesia Market Size and Forecast, by Deployment
      • 17.4.15.8 Indonesia Market Size and Forecast, by End User
      • 17.4.15.9 Indonesia Market Size and Forecast, by Device
      • 17.4.15.10 Indonesia Market Size and Forecast, by Solutions
      • 17.4.15.11 Local Competition Analysis
      • 17.4.15.12 Local Market Analysis
    • 17.4.1 Taiwan
      • 17.4.16.1 Taiwan Market Size and Forecast, by Type
      • 17.4.16.2 Taiwan Market Size and Forecast, by Product
      • 17.4.16.3 Taiwan Market Size and Forecast, by Services
      • 17.4.16.4 Taiwan Market Size and Forecast, by Technology
      • 17.4.16.5 Taiwan Market Size and Forecast, by Component
      • 17.4.16.6 Taiwan Market Size and Forecast, by Application
      • 17.4.16.7 Taiwan Market Size and Forecast, by Deployment
      • 17.4.16.8 Taiwan Market Size and Forecast, by End User
      • 17.4.16.9 Taiwan Market Size and Forecast, by Device
      • 17.4.16.10 Taiwan Market Size and Forecast, by Solutions
      • 17.4.16.11 Local Competition Analysis
      • 17.4.16.12 Local Market Analysis
    • 17.4.1 Malaysia
      • 17.4.17.1 Malaysia Market Size and Forecast, by Type
      • 17.4.17.2 Malaysia Market Size and Forecast, by Product
      • 17.4.17.3 Malaysia Market Size and Forecast, by Services
      • 17.4.17.4 Malaysia Market Size and Forecast, by Technology
      • 17.4.17.5 Malaysia Market Size and Forecast, by Component
      • 17.4.17.6 Malaysia Market Size and Forecast, by Application
      • 17.4.17.7 Malaysia Market Size and Forecast, by Deployment
      • 17.4.17.8 Malaysia Market Size and Forecast, by End User
      • 17.4.17.9 Malaysia Market Size and Forecast, by Device
      • 17.4.17.10 Malaysia Market Size and Forecast, by Solutions
      • 17.4.17.11 Local Competition Analysis
      • 17.4.17.12 Local Market Analysis
    • 17.4.1 Rest of Asia-Pacific
      • 17.4.18.1 Rest of Asia-Pacific Market Size and Forecast, by Type
      • 17.4.18.2 Rest of Asia-Pacific Market Size and Forecast, by Product
      • 17.4.18.3 Rest of Asia-Pacific Market Size and Forecast, by Services
      • 17.4.18.4 Rest of Asia-Pacific Market Size and Forecast, by Technology
      • 17.4.18.5 Rest of Asia-Pacific Market Size and Forecast, by Component
      • 17.4.18.6 Rest of Asia-Pacific Market Size and Forecast, by Application
      • 17.4.18.7 Rest of Asia-Pacific Market Size and Forecast, by Deployment
      • 17.4.18.8 Rest of Asia-Pacific Market Size and Forecast, by End User
      • 17.4.18.9 Rest of Asia-Pacific Market Size and Forecast, by Device
      • 17.4.18.10 Rest of Asia-Pacific Market Size and Forecast, by Solutions
      • 17.4.18.11 Local Competition Analysis
      • 17.4.18.12 Local Market Analysis
  • 17.1 Latin America
    • 17.5.1 Key Market Trends and Opportunities
    • 17.5.2 Latin America Market Size and Forecast, by Type
    • 17.5.3 Latin America Market Size and Forecast, by Product
    • 17.5.4 Latin America Market Size and Forecast, by Services
    • 17.5.5 Latin America Market Size and Forecast, by Technology
    • 17.5.6 Latin America Market Size and Forecast, by Component
    • 17.5.7 Latin America Market Size and Forecast, by Application
    • 17.5.8 Latin America Market Size and Forecast, by Deployment
    • 17.5.9 Latin America Market Size and Forecast, by End User
    • 17.5.10 Latin America Market Size and Forecast, by Device
    • 17.5.11 Latin America Market Size and Forecast, by Solutions
    • 17.5.12 Latin America Market Size and Forecast, by Country
    • 17.5.13 Brazil
      • 17.5.9.1 Brazil Market Size and Forecast, by Type
      • 17.5.9.2 Brazil Market Size and Forecast, by Product
      • 17.5.9.3 Brazil Market Size and Forecast, by Services
      • 17.5.9.4 Brazil Market Size and Forecast, by Technology
      • 17.5.9.5 Brazil Market Size and Forecast, by Component
      • 17.5.9.6 Brazil Market Size and Forecast, by Application
      • 17.5.9.7 Brazil Market Size and Forecast, by Deployment
      • 17.5.9.8 Brazil Market Size and Forecast, by End User
      • 17.5.9.9 Brazil Market Size and Forecast, by Device
      • 17.5.9.10 Brazil Market Size and Forecast, by Solutions
      • 17.5.9.11 Local Competition Analysis
      • 17.5.9.12 Local Market Analysis
    • 17.5.1 Mexico
      • 17.5.10.1 Mexico Market Size and Forecast, by Type
      • 17.5.10.2 Mexico Market Size and Forecast, by Product
      • 17.5.10.3 Mexico Market Size and Forecast, by Services
      • 17.5.10.4 Mexico Market Size and Forecast, by Technology
      • 17.5.10.5 Mexico Market Size and Forecast, by Component
      • 17.5.10.6 Mexico Market Size and Forecast, by Application
      • 17.5.10.7 Mexico Market Size and Forecast, by Deployment
      • 17.5.10.8 Mexico Market Size and Forecast, by End User
      • 17.5.10.9 Mexico Market Size and Forecast, by Device
      • 17.5.10.10 Mexico Market Size and Forecast, by Solutions
      • 17.5.10.11 Local Competition Analysis
      • 17.5.10.12 Local Market Analysis
    • 17.5.1 Argentina
      • 17.5.11.1 Argentina Market Size and Forecast, by Type
      • 17.5.11.2 Argentina Market Size and Forecast, by Product
      • 17.5.11.3 Argentina Market Size and Forecast, by Services
      • 17.5.11.4 Argentina Market Size and Forecast, by Technology
      • 17.5.11.5 Argentina Market Size and Forecast, by Component
      • 17.5.11.6 Argentina Market Size and Forecast, by Application
      • 17.5.11.7 Argentina Market Size and Forecast, by Deployment
      • 17.5.11.8 Argentina Market Size and Forecast, by End User
      • 17.5.11.9 Argentina Market Size and Forecast, by Device
      • 17.5.11.10 Argentina Market Size and Forecast, by Solutions
      • 17.5.11.11 Local Competition Analysis
      • 17.5.11.12 Local Market Analysis
    • 17.5.1 Rest of Latin America
      • 17.5.12.1 Rest of Latin America Market Size and Forecast, by Type
      • 17.5.12.2 Rest of Latin America Market Size and Forecast, by Product
      • 17.5.12.3 Rest of Latin America Market Size and Forecast, by Services
      • 17.5.12.4 Rest of Latin America Market Size and Forecast, by Technology
      • 17.5.12.5 Rest of Latin America Market Size and Forecast, by Component
      • 17.5.12.6 Rest of Latin America Market Size and Forecast, by Application
      • 17.5.12.7 Rest of Latin America Market Size and Forecast, by Deployment
      • 17.5.12.8 Rest of Latin America Market Size and Forecast, by End User
      • 17.5.12.9 Rest of Latin America Market Size and Forecast, by Device
      • 17.5.12.10 Rest of Latin America Market Size and Forecast, by Solutions
      • 17.5.12.11 Local Competition Analysis
      • 17.5.12.12 Local Market Analysis
  • 17.1 Middle East and Africa
    • 17.6.1 Key Market Trends and Opportunities
    • 17.6.2 Middle East and Africa Market Size and Forecast, by Type
    • 17.6.3 Middle East and Africa Market Size and Forecast, by Product
    • 17.6.4 Middle East and Africa Market Size and Forecast, by Services
    • 17.6.5 Middle East and Africa Market Size and Forecast, by Technology
    • 17.6.6 Middle East and Africa Market Size and Forecast, by Component
    • 17.6.7 Middle East and Africa Market Size and Forecast, by Application
    • 17.6.8 Middle East and Africa Market Size and Forecast, by Deployment
    • 17.6.9 Middle East and Africa Market Size and Forecast, by End User
    • 17.6.10 Middle East and Africa Market Size and Forecast, by Device
    • 17.6.11 Middle East and Africa Market Size and Forecast, by Solutions
    • 17.6.12 Middle East and Africa Market Size and Forecast, by Country
    • 17.6.13 Saudi Arabia
      • 17.6.9.1 Saudi Arabia Market Size and Forecast, by Type
      • 17.6.9.2 Saudi Arabia Market Size and Forecast, by Product
      • 17.6.9.3 Saudi Arabia Market Size and Forecast, by Services
      • 17.6.9.4 Saudi Arabia Market Size and Forecast, by Technology
      • 17.6.9.5 Saudi Arabia Market Size and Forecast, by Component
      • 17.6.9.6 Saudi Arabia Market Size and Forecast, by Application
      • 17.6.9.7 Saudi Arabia Market Size and Forecast, by Deployment
      • 17.6.9.8 Saudi Arabia Market Size and Forecast, by End User
      • 17.6.9.9 Saudi Arabia Market Size and Forecast, by Device
      • 17.6.9.10 Saudi Arabia Market Size and Forecast, by Solutions
      • 17.6.9.11 Local Competition Analysis
      • 17.6.9.12 Local Market Analysis
    • 17.6.1 UAE
      • 17.6.10.1 UAE Market Size and Forecast, by Type
      • 17.6.10.2 UAE Market Size and Forecast, by Product
      • 17.6.10.3 UAE Market Size and Forecast, by Services
      • 17.6.10.4 UAE Market Size and Forecast, by Technology
      • 17.6.10.5 UAE Market Size and Forecast, by Component
      • 17.6.10.6 UAE Market Size and Forecast, by Application
      • 17.6.10.7 UAE Market Size and Forecast, by Deployment
      • 17.6.10.8 UAE Market Size and Forecast, by End User
      • 17.6.10.9 UAE Market Size and Forecast, by Device
      • 17.6.10.10 UAE Market Size and Forecast, by Solutions
      • 17.6.10.11 Local Competition Analysis
      • 17.6.10.12 Local Market Analysis
    • 17.6.1 South Africa
      • 17.6.11.1 South Africa Market Size and Forecast, by Type
      • 17.6.11.2 South Africa Market Size and Forecast, by Product
      • 17.6.11.3 South Africa Market Size and Forecast, by Services
      • 17.6.11.4 South Africa Market Size and Forecast, by Technology
      • 17.6.11.5 South Africa Market Size and Forecast, by Component
      • 17.6.11.6 South Africa Market Size and Forecast, by Application
      • 17.6.11.7 South Africa Market Size and Forecast, by Deployment
      • 17.6.11.8 South Africa Market Size and Forecast, by End User
      • 17.6.11.9 South Africa Market Size and Forecast, by Device
      • 17.6.11.10 South Africa Market Size and Forecast, by Solutions
      • 17.6.11.11 Local Competition Analysis
      • 17.6.11.12 Local Market Analysis
    • 17.6.1 Rest of MEA
      • 17.6.12.1 Rest of MEA Market Size and Forecast, by Type
      • 17.6.12.2 Rest of MEA Market Size and Forecast, by Product
      • 17.6.12.3 Rest of MEA Market Size and Forecast, by Services
      • 17.6.12.4 Rest of MEA Market Size and Forecast, by Technology
      • 17.6.12.5 Rest of MEA Market Size and Forecast, by Component
      • 17.6.12.6 Rest of MEA Market Size and Forecast, by Application
      • 17.6.12.7 Rest of MEA Market Size and Forecast, by Deployment
      • 17.6.12.8 Rest of MEA Market Size and Forecast, by End User
      • 17.6.12.9 Rest of MEA Market Size and Forecast, by Device
      • 17.6.12.10 Rest of MEA Market Size and Forecast, by Solutions
      • 17.6.12.11 Local Competition Analysis
      • 17.6.12.12 Local Market Analysis

18: Competitive Landscape

  • 18.1 Overview
  • 18.2 Market Share Analysis
  • 18.3 Key Player Positioning
  • 18.4 Competitive Leadership Mapping
    • 18.4.1 Star Players
    • 18.4.2 Innovators
    • 18.4.3 Emerging Players
  • 18.5 Vendor Benchmarking
  • 18.6 Developmental Strategy Benchmarking
    • 18.6.1 New Product Developments
    • 18.6.2 Product Launches
    • 18.6.3 Business Expansions
    • 18.6.4 Partnerships, Joint Ventures, and Collaborations
    • 18.6.5 Mergers and Acquisitions

19: Company Profiles

  • 19.1 Zymo Research
    • 19.1.1 Company Overview
    • 19.1.2 Company Snapshot
    • 19.1.3 Business Segments
    • 19.1.4 Business Performance
    • 19.1.5 Product Offerings
    • 19.1.6 Key Developmental Strategies
    • 19.1.7 SWOT Analysis
  • 19.2 Active Motif
    • 19.2.1 Company Overview
    • 19.2.2 Company Snapshot
    • 19.2.3 Business Segments
    • 19.2.4 Business Performance
    • 19.2.5 Product Offerings
    • 19.2.6 Key Developmental Strategies
    • 19.2.7 SWOT Analysis
  • 19.3 New England Biolabs
    • 19.3.1 Company Overview
    • 19.3.2 Company Snapshot
    • 19.3.3 Business Segments
    • 19.3.4 Business Performance
    • 19.3.5 Product Offerings
    • 19.3.6 Key Developmental Strategies
    • 19.3.7 SWOT Analysis
  • 19.4 Diagenode
    • 19.4.1 Company Overview
    • 19.4.2 Company Snapshot
    • 19.4.3 Business Segments
    • 19.4.4 Business Performance
    • 19.4.5 Product Offerings
    • 19.4.6 Key Developmental Strategies
    • 19.4.7 SWOT Analysis
  • 19.5 Epigenomics
    • 19.5.1 Company Overview
    • 19.5.2 Company Snapshot
    • 19.5.3 Business Segments
    • 19.5.4 Business Performance
    • 19.5.5 Product Offerings
    • 19.5.6 Key Developmental Strategies
    • 19.5.7 SWOT Analysis
  • 19.6 Abcam
    • 19.6.1 Company Overview
    • 19.6.2 Company Snapshot
    • 19.6.3 Business Segments
    • 19.6.4 Business Performance
    • 19.6.5 Product Offerings
    • 19.6.6 Key Developmental Strategies
    • 19.6.7 SWOT Analysis
  • 19.7 Bio-Rad Laboratories
    • 19.7.1 Company Overview
    • 19.7.2 Company Snapshot
    • 19.7.3 Business Segments
    • 19.7.4 Business Performance
    • 19.7.5 Product Offerings
    • 19.7.6 Key Developmental Strategies
    • 19.7.7 SWOT Analysis
  • 19.8 EpiGentek
    • 19.8.1 Company Overview
    • 19.8.2 Company Snapshot
    • 19.8.3 Business Segments
    • 19.8.4 Business Performance
    • 19.8.5 Product Offerings
    • 19.8.6 Key Developmental Strategies
    • 19.8.7 SWOT Analysis
  • 19.9 Cell Signaling Technology
    • 19.9.1 Company Overview
    • 19.9.2 Company Snapshot
    • 19.9.3 Business Segments
    • 19.9.4 Business Performance
    • 19.9.5 Product Offerings
    • 19.9.6 Key Developmental Strategies
    • 19.9.7 SWOT Analysis
  • 19.10 Selleck Chemicals
    • 19.10.1 Company Overview
    • 19.10.2 Company Snapshot
    • 19.10.3 Business Segments
    • 19.10.4 Business Performance
    • 19.10.5 Product Offerings
    • 19.10.6 Key Developmental Strategies
    • 19.10.7 SWOT Analysis
  • 19.11 PerkinElmer
    • 19.11.1 Company Overview
    • 19.11.2 Company Snapshot
    • 19.11.3 Business Segments
    • 19.11.4 Business Performance
    • 19.11.5 Product Offerings
    • 19.11.6 Key Developmental Strategies
    • 19.11.7 SWOT Analysis
  • 19.12 QIAGEN
    • 19.12.1 Company Overview
    • 19.12.2 Company Snapshot
    • 19.12.3 Business Segments
    • 19.12.4 Business Performance
    • 19.12.5 Product Offerings
    • 19.12.6 Key Developmental Strategies
    • 19.12.7 SWOT Analysis
  • 19.13 Illumina
    • 19.13.1 Company Overview
    • 19.13.2 Company Snapshot
    • 19.13.3 Business Segments
    • 19.13.4 Business Performance
    • 19.13.5 Product Offerings
    • 19.13.6 Key Developmental Strategies
    • 19.13.7 SWOT Analysis
  • 19.14 Meridian Bioscience
    • 19.14.1 Company Overview
    • 19.14.2 Company Snapshot
    • 19.14.3 Business Segments
    • 19.14.4 Business Performance
    • 19.14.5 Product Offerings
    • 19.14.6 Key Developmental Strategies
    • 19.14.7 SWOT Analysis
  • 19.15 Promega Corporation
    • 19.15.1 Company Overview
    • 19.15.2 Company Snapshot
    • 19.15.3 Business Segments
    • 19.15.4 Business Performance
    • 19.15.5 Product Offerings
    • 19.15.6 Key Developmental Strategies
    • 19.15.7 SWOT Analysis
  • 19.16 SABiosciences
    • 19.16.1 Company Overview
    • 19.16.2 Company Snapshot
    • 19.16.3 Business Segments
    • 19.16.4 Business Performance
    • 19.16.5 Product Offerings
    • 19.16.6 Key Developmental Strategies
    • 19.16.7 SWOT Analysis
  • 19.17 Cayman Chemical
    • 19.17.1 Company Overview
    • 19.17.2 Company Snapshot
    • 19.17.3 Business Segments
    • 19.17.4 Business Performance
    • 19.17.5 Product Offerings
    • 19.17.6 Key Developmental Strategies
    • 19.17.7 SWOT Analysis
  • 19.18 Takara Bio
    • 19.18.1 Company Overview
    • 19.18.2 Company Snapshot
    • 19.18.3 Business Segments
    • 19.18.4 Business Performance
    • 19.18.5 Product Offerings
    • 19.18.6 Key Developmental Strategies
    • 19.18.7 SWOT Analysis
  • 19.19 Enzo Life Sciences
    • 19.19.1 Company Overview
    • 19.19.2 Company Snapshot
    • 19.19.3 Business Segments
    • 19.19.4 Business Performance
    • 19.19.5 Product Offerings
    • 19.19.6 Key Developmental Strategies
    • 19.19.7 SWOT Analysis
  • 19.20 Novus Biologicals
    • 19.20.1 Company Overview
    • 19.20.2 Company Snapshot
    • 19.20.3 Business Segments
    • 19.20.4 Business Performance
    • 19.20.5 Product Offerings
    • 19.20.6 Key Developmental Strategies
    • 19.20.7 SWOT Analysis