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1699139

邊緣人工智慧市場分析與2034年預測：類型、產品、服務、技術、組件、應用、部署、最終用戶、設備、解決方案

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個工作天內

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簡介目錄

邊緣人工智慧市場預計將從2024年的292億美元成長到2034年的849億美元，年複合成長率約為 11.3%。該市場涵蓋部署在網路邊緣並能夠直接在設備上進行即時資料處理的人工智慧技術。這個市場包括硬體、軟體和服務，可實現高效、低延遲的人工智慧推理，而無需依賴雲端連線。關鍵促進因素包括物聯網設備的激增、對更快決策的需求以及隱私問題。醫療、汽車和製造等行業利用邊緣人工智慧來提高性能、降低成本並改善用戶體驗。

市場概覽

邊緣人工智慧市場經歷強勁成長，主要分為硬體、軟體和服務。硬體領域是一個領先的領域，這得益於物聯網感測器、智慧攝影機和人工智慧加速器等強大邊緣設備的廣泛採用。這一優勢源於汽車、醫療和製造等行業對即時資料處理和低延遲應用日益成長的需求。人工智慧專用處理器和邊緣運算設備的技術進步進一步增強了這一領域的主導地位。支援人工智慧的邊緣分析和邊緣安全解決方案等新的子區隔獲得發展動力，能夠在網路邊緣實現更深入的資料洞察和更好的資料保護。這些子區隔將透過實現更有效率、更安全的邊緣人工智慧部署，為不同應用的創新和成長帶來新的機會，對市場動態產生重大影響。

市場區隔
類型 消費性設備、企業設備、工業設備、汽車、醫療、零售
產品 智慧型手機、穿戴裝置、智慧型相機、機器人、智慧音箱、無人機
服務 諮詢、整合、支援與維護、託管服務、培訓與教育
技術 機器學習、自然語言處理、電腦視覺、邊緣分析、語音辨識
組件 硬體、軟體、韌體
應用 預測性維護、遠端監控、自動駕駛汽車、智慧家庭、擴增實境
擴張 本地、雲端、混合
最終用戶 製造、運輸、零售、醫療保健、金融、通訊
裝置 邊緣伺服器、邊緣閘道器、邊緣節點
解決方案 資料管理、安全解決方案、網路最佳化

邊緣 AI 解決方案正受到越來越多的關注，其中明顯的趨勢是轉向設備處理而非集中式雲端處理。這一趨勢是由即時資料分析和減少延遲的需求所驅動的，這對於自動駕駛汽車、工業自動化和智慧消費設備等應用非常重要。雖然北美仍然處於採用的前沿，但由於技術進步和對人工智慧主導解決方案的投資不斷增加，亞太地區正迅速成為主要參與企業。Qualcomm、Google、Apple等主要產業領導者不斷創新，以提高處理能力和能源效率。法律規範，尤其是北美和歐洲的監管框架，越來越關注資料隱私和安全，這影響市場動態和採用率。由於人工智慧晶片技術的進步以及人工智慧與物聯網設備的整合，預計未來市場將大幅成長。然而，挑戰依然存在，例如確保資料隱私、管理電力消耗以及處理在邊緣部署人工智慧模型的複雜性。儘管存在這些障礙，醫療保健、汽車和智慧城市等領域的變革性應用的潛力為相關人員提供了豐厚的機會。

主要趨勢和促進因素

由於幾個關鍵趨勢和促進因素，邊緣人工智慧市場快速擴張。物聯網（IoT）設備的激增是一個重要趨勢，因為這些設備越來越依賴邊緣 AI 進行即時資料處理和決策。這種轉變透過縮短回應時間並減少對持續雲端連線的需求來提高效率並減少等待時間。另一個趨勢是對隱私和資料安全的需求日益成長。 Edge AI 在本地處理資料，最大限度地降低資料外洩的風險，並確保遵守嚴格的資料保護條例。這種能力在醫療保健和金融等敏感資訊盛行的行業中尤其有吸引力。此外，半導體技術的進步有助於使邊緣人工智慧解決方案更加小型化和具有成本效益，使其更容易被各個領域所接受。 5G 網路的興起也是一個關鍵促進因素，它提供了邊緣 AI 應用所需的頻寬和低延遲。這項發展將促進與智慧城市、自動駕駛汽車和工業自動化的無縫整合。此外，永續性問題推動企業採用節能的邊緣人工智慧解決方案，以回應全球減少碳足跡的努力。這些趨勢和促進因素支撐了邊緣人工智慧市場顯著成長和創新的潛力。

限制與挑戰

邊緣人工智慧市場面臨幾個關鍵的限制和挑戰。一個突出的問題是實施成本高，這阻礙了中小企業採用邊緣人工智慧解決方案。此外，將邊緣人工智慧整合到現有基礎設施的複雜性帶來了巨大的障礙，需要專業的技能和資源。另一個挑戰是缺乏標準化通訊協定，造成不同邊緣 AI 系統和設備之間的互通性問題。此外，由於敏感資訊通常在邊緣處理，對資料隱私和安全的擔憂阻礙了邊緣人工智慧的廣泛應用。最後，邊緣設備有限的處理能力和能源限制限制了人工智慧模型的性能，影響了其效率和有效性。大致上，這些挑戰阻礙了邊緣人工智慧技術在各行業的快速發展和應用。

目錄

第1章 邊緣AI市場概述

  • 研究目標
  • 邊緣人工智慧市場定義與研究範圍
  • 報告限制
  • 調查年份和貨幣
  • 調查方法

第2章 執行摘要

第3章 重要考察

第4章 邊緣AI市場展望

  • 邊緣AI市場細分
  • 市場動態
  • 波特五力分析
  • PESTLE分析
  • 價值鏈分析
  • 4P模型
  • ANSOFF矩陣

第5章 邊緣AI市場策略

  • 母市場分析
  • 供需分析
  • 消費者購買意向
  • 使用案例分析
  • 定價分析
  • 監管狀況
  • 供應鏈分析
  • 競爭產品分析

第6章 邊緣AI市場規模

  • 邊緣人工智慧市場規模：依金額
  • 邊緣人工智慧市場規模：依數量

第7章 邊緣人工智慧市場（依類型）

  • 市場概覽
  • 消費性設備
  • 企業設備
  • 工業設備
  • 車輛
  • 醫療保健
  • 零售
  • 其他

第8章 邊緣 AI 市場（依產品）

  • 市場概覽
  • 智慧型手機
  • 穿戴式裝置
  • 智慧型相機
  • 機器人
  • 智慧音箱
  • 無人機
  • 其他

第9章 邊緣人工智慧市場（依服務）

  • 市場概覽
  • 諮詢
  • 一體化
  • 支援和維護
  • 託管服務
  • 培訓和教育
  • 其他

第10章 邊緣 AI 市場（依技術）

  • 市場概覽
  • 機器學習
  • 自然語言處理
  • 電腦視覺
  • 邊緣分析
  • 語音辨識
  • 其他

第11章 邊緣 AI 市場（依組件）

  • 市場概覽
  • 硬體
  • 軟體
  • 韌體
  • 其他

第12章 邊緣人工智慧市場（依應用）

  • 市場概覽
  • 預測性維護
  • 遠端監控
  • 自動駕駛汽車
  • 智慧家庭
  • 擴增實境
  • 其他

第13章 邊緣人工智慧市場（依部署）

  • 市場概覽
  • 本地
  • 雲端
  • 混合
  • 其他

第14章 邊緣 AI 市場（依最終用戶）

  • 市場概覽
  • 製造業
  • 運輸
  • 零售
  • 醫療保健
  • 金融
  • 通訊
  • 其他

第15章 邊緣人工智慧市場（依設備）

  • 市場概覽
  • 邊緣伺服器
  • 邊緣閘道器
  • 邊緣節點
  • 其他

第16章 邊緣人工智慧市場（依解決方案）

  • 市場概覽
  • 資料管理
  • 安全解決方案
  • 網路最佳化
  • 其他

第17章 邊緣人工智慧市場（依地區）

  • 概述
  • 北美洲
    • 美國
    • 加拿大
  • 歐洲
    • 英國
    • 德國
    • 法國
    • 西班牙
    • 義大利
    • 荷蘭
    • 瑞典
    • 瑞士
    • 丹麥
    • 芬蘭
    • 俄羅斯
    • 其他歐洲國家
  • 亞太地區
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲
    • 新加坡
    • 印尼
    • 台灣
    • 馬來西亞
    • 其他亞太地區
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 阿根廷
    • 其他拉丁美洲
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非
    • 其他中東和非洲地區

第18章 競爭格局

  • 概述
  • 市場佔有率分析
  • 主要企業定位
  • 競爭領導地圖
  • 供應商基準化分析
  • 發展策略基準化分析

第19章 公司簡介

  • 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
簡介目錄
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