2025年全球邊緣人工智慧軟體市場報告

近年來，邊緣人工智慧軟體市場發展迅速，從2024年的17.6億美元成長到2025年的22.9億美元，複合年成長率達30.0%。這一成長主要歸功於技術進步、對即時處理需求的不斷成長、物聯網設備的興起、邊緣數據複雜性的增加以及邊緣計算基礎設施的改進。

預計未來幾年邊緣人工智慧軟體市場將呈指數級成長，到2029年市場規模將達到58.4億美元，複合年成長率（CAGR）為26.3%。預測期內的成長可歸因於邊緣人工智慧硬體能力的提升、5G網路整合、邊緣人工智慧在醫療保健領域的應用擴展、對隱私和資料安全的日益重視，以及邊緣人工智慧在自動駕駛汽車領域的應用日益廣泛。預測期內的關鍵趨勢包括併購、邊緣人工智慧在工業自動化領域的應用、邊緣人工智慧在視訊分析和監控領域的應用、邊緣人工智慧在智慧城市中的部署、邊緣人工智慧在個人化使用者體驗方面的應用，以及邊緣人工智慧在邊緣到邊緣協同效應中的應用。

邊緣人工智慧（Edge AI）軟體是指專門設計用於在靠近資料來源的邊緣裝置上運行的軟體應用程式和演算法，而不是依賴集中雲端基礎伺服器。這項技術使設備無需連接雲端或外部資料中心即可快速做出智慧決策。邊緣人工智慧軟體具有許多優勢，包括降低功耗、增強隱私和安全性、減少頻寬以及可擴展性。

邊緣人工智慧軟體的關鍵組成部分包含多種元素，例如解決方案、軟體工具、平台和服務。邊緣人工智慧軟體解決方案涵蓋一系列應用程式和平台，旨在促進邊緣設備上的人工智慧 (AI) 運算，並降低對集中式雲端伺服器的依賴。這些解決方案支援多種資料類型，包括影片和影像資料、音訊資料、文字和語言資料、環境和位置資料、生物識別資料以及多模態資料。這些解決方案廣泛應用於銀行、金融服務、保險、政府和公共部門、公共產業、生命科學、電信、通訊和公用事業、製造業、汽車、運輸和物流以及媒體和娛樂等眾多行業。此外，培訓和諮詢、系統整合測試以及支援和維護等服務也為邊緣人工智慧軟體解決方案的部署和使用提供了補充。

美國2025年關稅上調及其引發的貿易緊張局勢正對資訊科技產業產生重大影響，尤其是硬體製造、資料基礎設施和軟體部署領域。進口半導體、電路基板和網路設備的關稅提高，並推高了高科技公司、雲端服務供應商和資料中心的生產和營運成本。在全球範圍內採購筆記型電腦、伺服器和消費電子產品零件的公司面臨更長的前置作業時間和價格壓力。同時，對專用軟體徵收的關稅以及主要國際市場的報復性措施擾亂了全球IT供應鏈，並降低了海外對美國製造技術的需求。為了應對這些挑戰，該行業正在加大對國內晶片生產的投資，擴大供應商網路，並利用人工智慧驅動的自動化技術來增強韌性並更有效地控制成本。

這份邊緣人工智慧軟體市場研究報告是商業研究公司最新報告系列的一部分，提供邊緣人工智慧軟體市場統計數據，包括全球市場規模、區域佔有率、競爭對手及其市場佔有率、詳細的市場細分、市場趨勢和商業機會。本市場研究報告對行業現狀和未來發展趨勢進行了深入分析，為您提供所需的一切全面觀點。

未來五年26.3%的成長率預測較我們先前的預測略微下調了0.1%。這一下調主要是因為美國與其他國家之間的關稅影響。儘管邊緣人工智慧軟體的普及主要由軟體主導，但關稅可能會增加邊緣運算對硬體的依賴性以及部署套件的成本，從而阻礙其發展。此外，由於相互關稅以及日益加劇的貿易緊張局勢和限制對全球經濟和貿易的負面影響，關稅的影響範圍也將更加廣泛。

邊緣人工智慧軟體市場的成長預計將受到5G網路技術日益普及的顯著推動。作為第五代行動網路技術，5G相比其前代技術2G、3G和4G/LTE有了顯著的提升。將其整合到邊緣人工智慧軟體中，可實現更快的資料傳輸和更低的延遲，這對於邊緣端的即時人工智慧處理至關重要。美國產業協會5G Americas在2023年4月發布的報告也印證了這一趨勢：全球5G無線連線數從2021年底到2022年底成長了76%，達到總合億連線。因此，5G網路技術的快速普及正在推動邊緣人工智慧軟體市場的成長。

邊緣人工智慧軟體市場的主要企業正策略性地專注於開發創新解決方案，邊緣人工智慧套件的推出便是其中的典範。這個術語通常涵蓋一系列全面的軟體工具、框架和服務，旨在支援在網路邊緣部署人工智慧 (AI) 功能。總部位於瑞士的半導體製造商意法半導體 (STMicroelectronics NV) 於 2023 年 12 月發布了「ST Edge AI Suite」。該套件與相容硬體整合，可加速整合本地人工智慧的互聯自主設備的啟動和部署。透過整合各種軟體工具、評估套件和開發套件，意法半導體利用其在機器學習 (ML) 領域成熟的人工智慧生態系統，協助此類解決方案的無縫設計和大規模部署。

2023年8月，總部位於美國的衛星製造公司Sidus Space收購了Exo-Space，具體金額未揭露。 Sidus Space此舉旨在加強其在人工智慧領域的地位，並拓展其產品組合，將地球和太空觀測服務納入其中。透過此次收購，Sidus Space力求為現有客戶提供更優質、更有效率、更實用的解決方案，同時擴大基本客群。 Exo-Space是一家總部位於美國的邊緣人工智慧（AI）軟硬體供應商，其產品專為空間應用而設計。

邊緣軟體市場報告中重點介紹的公司包括：Alphabet Inc.、Google LLC、Microsoft Corporation、Amazon Web Services、Intel Corporation、International Business Machines Corporation、NVIDIA Corporation、百度公司、Renesas Electronics Corporation、Synaptics Incorporated、Nutanix Inc、TIBCO Software Inc.、Cloudera Inc.、MDatak Technologies. Inc.、FogHorn Systems Inc.、ClearBlade Inc.、Octonion SA、Anagog Ltd.、Imagimob AB、Azion Technologies、Avassa、Adapdix、SWIM.AI Inc.、Veea Inc. 和 XNOR.AI Inc.。

2024年，北美是邊緣人工智慧軟體市場最大的地區。邊緣人工智慧軟體市場報告涵蓋的地區包括亞太地區、西歐、中東歐、北美、南美以及中東和非洲。

邊緣人工智慧軟體市場報告涵蓋的國家包括澳洲、巴西、中國、法國、德國、印度、印尼、日本、俄羅斯、韓國、英國、美國、加拿大、義大利和西班牙。

邊緣人工智慧軟體市場包括提供邊緣人工智慧平台、邊緣人工智慧庫、安全解決方案和即時分析等服務的營業單位所獲得的收入。市場價值包括服務供應商銷售的或包含在其服務產品中的相關商品的價值。僅包括在企業之間交易或銷售給最終消費者的商品和服務。邊緣人工智慧軟體市場包括物聯網感測器、智慧攝影機、伺服器、uCPE 設備和處理器的銷售。此市場價值為“出廠價”，即商品製造商或生產商銷售的商品價值，無論銷售對像是其他營業單位（包括下游製造商、經銷商和零售商）還是直接銷售給最終消費者。該市場中的商品價值還包括商品製造商銷售的任何相關服務。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場：宏觀經濟情景，包括利率、通貨膨脹、地緣政治、貿易戰和關稅，以及新冠疫情及其復甦對市場的影響

第5章 全球成長分析與策略分析框架

• 全球邊緣人工智慧軟體：PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
• 終端用戶產業分析
• 全球邊緣人工智慧軟體市場：成長率分析
• 全球邊緣人工智慧軟體市場表現：規模與成長，2019-2024年
• 全球邊緣人工智慧軟體市場預測：規模與成長，2024-2029年，2034年
• 全球邊緣人工智慧軟體：潛在市場規模（TAM）

第6章 市場細分

• 全球邊緣人工智慧軟體市場按組件、效能和預測分類，2019-2024年、2024-2029年、2034年
• 解決方案
• 軟體工具
• 平台
• 服務
• 培訓和諮詢服務
• 系統整合測試
• 支援與維護
• 全球邊緣人工智慧軟體市場按資料類型、效能和預測分類，2019-2024年、2024-2029年、2034年
• 影片和圖像數據
• 音訊數據
• 文字和語言數據
• 環境和位置數據
• 生物識別數據
• 多模態數據
• 全球邊緣人工智慧軟體市場按應用、效能和預測分類，2019-2024年、2024-2029年、2034年
• 存取控制
• 自動駕駛汽車
• 能源管理
• 預測性維護
• 遠端監控
• 遙測
• 視訊監控
• 其他
• 全球邊緣人工智慧軟體市場：依產業、效能和預測分類，2019-2024年、2024-2029年、2034年
• 銀行、金融服務和保險
• 政府/公共部門
• 醫療保健和生命科學
• 通訊
• 能源與公共產業
• 製造業
• 汽車、運輸和物流
• 媒體與娛樂
• 其他
• 全球邊緣人工智慧軟體市場：解決方案細分，按類型、效能和預測，2019-2024年、2024-2029年、2034年
• 特定應用解決方案
• 特定產業解決方案
• 全球邊緣人工智慧軟體市場：軟體工具細分、按類型、效能和預測（2019-2024年、2024-2029年、2034年）
• 開發工具
• 分析工具
• 監控工具
• 全球邊緣人工智慧軟體市場：平台細分、類型、效能與預測，2019-2024年、2024-2029年、2034年
• 邊緣運算平台
• 人工智慧框架
• 物聯網平台
• 全球邊緣人工智慧軟體市場：服務細分、類型、效能和預測（2019-2024年、2024-2029年、2034年）
• 諮詢服務
• 託管服務
• 全球邊緣人工智慧軟體市場：培訓和諮詢服務細分，按類型、效能和預測，2019-2024年、2024-2029年、2034年
• 培訓計劃
• 策略諮詢
• 全球邊緣人工智慧軟體市場：系統整合測試細分市場，按類型分類，實際結果和預測，2019-2024年、2024-2029年、2034年
• 功能測試
• 性能測試
• 安全測試
• 全球邊緣人工智慧軟體市場：支援與維護細分市場，按類型分類，實際數據和預測數據，2019-2024年、2024-2029年、2034年
• 技術支援
• 軟體更新
• 系統維​​護服務

第7章 區域和國家分析

• 全球邊緣人工智慧軟體市場：按地區、效能和預測分類，2019-2024年、2024-2029年、2034年
• 全球邊緣人工智慧軟體市場：按國家、效能和預測分類，2019-2024 年、2024-2029 年、2034 年

第8章 亞太市場

第9章：中國市場

第10章 印度市場

第11章 日本市場

第12章：澳洲市場

第13章 印尼市場

第14章 韓國市場

第15章 西歐市場

第16章英國市場

第17章：德國市場

第18章：法國市場

第19章：義大利市場

第20章：西班牙市場

第21章 東歐市場

第22章：俄羅斯市場

第23章 北美市場

第24章美國市場

第25章：加拿大市場

第26章 南美洲市場

第27章：巴西市場

第28章 中東市場

第29章：非洲市場

第30章：競爭格局與公司概況

• 邊緣人工智慧軟體市場：競爭格局
• 邊緣人工智慧軟體市場：公司概況
  • Alphabet Inc. Overview, Products and Services, Strategy and Financial Analysis
  • Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
  • Intel Corporation Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

• International Business Machines Corporation
• NVIDIA Corporation
• Baidu Inc.
• Renesas Electronics Corporation
• Synaptics Incorporated
• Nutanix Inc.
• TIBCO Software Inc.
• Cloudera Inc.
• DataRobot Inc.
• Bragi GmbH
• Gorilla Technology Group
• Tact.ai Technologies Inc.
• FogHorn Systems Inc.
• ClearBlade Inc.
• Octonion SA

第32章 全球市場競爭基準化分析與儀錶板

第33章 重大併購

第34章 近期市場趨勢

第35章：高潛力市場國家、細分市場與策略

• 2029年邊緣人工智慧軟體市場：提供新機會的國家
• 2029年邊緣人工智慧軟體市場：新興細分市場帶來新機會
• 2029年邊緣人工智慧軟體市場：成長策略
  • 基於市場趨勢的策略
  • 競爭對手策略

第36章附錄

Edge AI (Artificial Intelligence) software refers to software applications and algorithms specifically designed to operate on edge devices, which are situated closer to the source of data generation rather than relying on centralized cloud-based servers. This technology enables devices to make intelligent decisions rapidly without the need to connect to the cloud or external data centers. Edge AI software offers numerous benefits, including reduced power consumption, enhanced privacy and security, minimized bandwidth usage, scalability, and more.

The main components of edge AI software encompass various elements such as solutions, software tools, platforms, and services. Edge AI software solutions comprise a category of applications and platforms engineered to facilitate artificial intelligence (AI) computations on edge devices, thereby reducing reliance on centralized cloud servers. These solutions cater to a wide range of data types, including video and image data, audio data, text and language data, environmental and location data, biometric data, and multi-modal data. They find applications across diverse sectors including banking, financial services, and insurance, government and public sector, healthcare and life sciences, telecommunications, energy and utilities, manufacturing, automotive, transportation and logistics, media and entertainment, and other industries. Additionally, services such as training and consulting, system integration testing, and support and maintenance complement the deployment and utilization of edge AI software solutions.

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report's Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

The sharp rise in U.S. tariffs and the ensuing trade tensions in spring 2025 are having a significant impact on the information technology sector, especially in hardware manufacturing, data infrastructure, and software deployment. Increased duties on imported semiconductors, circuit boards, and networking equipment have driven up production and operating costs for tech companies, cloud service providers, and data centers. Firms that depend on globally sourced components for laptops, servers, and consumer electronics are grappling with extended lead times and mounting pricing pressures. At the same time, tariffs on specialized software and retaliatory actions by key international markets have disrupted global IT supply chains and dampened foreign demand for U.S.-made technologies. In response, the sector is ramping up investments in domestic chip production, broadening its supplier network, and leveraging AI-powered automation to improve resilience and manage costs more effectively.

The edge AI software market research report is one of a series of new reports from The Business Research Company that provides edge AI software market statistics, including edge AI software industry global market size, regional shares, competitors with an edge AI software market share, detailed edge AI software market segments, market trends and opportunities, and any further data you may need to thrive in the edge AI software industry. This edge AI software market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The edge ai software market size has grown exponentially in recent years. It will grow from $1.76 billion in 2024 to $2.29 billion in 2025 at a compound annual growth rate (CAGR) of 30.0%. The growth in the historic period can be attributed to technological advancements, increasing demand for real-time processing, growth in internet of things (IoT) devices, rising complexity of data at the edge, and improvements in edge computing infrastructure.

The edge ai software market size is expected to see exponential growth in the next few years. It will grow to $5.84 billion in 2029 at a compound annual growth rate (CAGR) of 26.3%. The growth in the forecast period can be attributed enhanced edge AI hardware capabilities, integration of 5G networks, expansion of edge AI in healthcare applications, growing emphasis on privacy and data security, and rising adoption of edge AI in autonomous vehicles. Major trends in the forecast period include mergers and acquisitions, Edge AI in industrial automation, Edge AI for video analytics and surveillance, Edge AI deployment in smart cities, Edge AI for personalized user experiences, and Edge AI applications in edge-to-cloud synergy.

The forecast of 26.3% growth over the next five years reflects a slight reduction of 0.1% from the previous projection. This reduction is primarily due to the impact of tariffs between the US and other countries. While largely software-driven, Edge AI Software deployments may be hindered by tariffs increasing the cost of edge-computing hardware dependencies and deployment kits. The effect will also be felt more widely due to reciprocal tariffs and the negative effect on the global economy and trade due to increased trade tensions and restrictions.

The growth trajectory of the edge AI software market is anticipated to receive a substantial boost due to the increasing adoption of 5G network technology. Positioned as the fifth generation of mobile network technology, 5G represents a noteworthy advancement over its predecessors, namely 2G, 3G, and 4G/LTE. Its integration into edge AI software facilitates accelerated data transmission and minimal latency, crucial elements for real-time AI processing at the edge. As evidence of this trend, in April 2023, 5G Americas, a US-based industry trade organization, reported a 76% surge in global 5G wireless connections from the close of 2021 to the close of 2022, reaching a total of 1.05 billion connections. Consequently, the burgeoning adoption of 5G network technology emerges as a driving force behind the growth of the edge AI software market.

Prominent entities within the edge AI software market are strategically concentrating on the development of innovative solutions, exemplified by the introduction of the edge AI suite. This term typically encompasses a comprehensive array of software tools, frameworks, and services that collectively empower the implementation of artificial intelligence (AI) capabilities at the network's edge. An illustration of this is evident in the actions of STMicroelectronics NV, a Switzerland-based semiconductor manufacturing company, which unveiled the 'ST Edge AI Suite' in December 2023. Integrated with compatible hardware, this suite expedites the initiation and implementation of connected, autonomous devices embedded with local artificial intelligence. By consolidating various software tools, evaluations, and development kits, STMicroelectronics NV leverages its established AI ecosystem within machine learning (ML), thereby facilitating seamless design and large-scale deployment of such solutions.

In August 2023, Sidus Space, a US-based satellite manufacturing company, executed the acquisition of Exo-Space for an undisclosed sum. This strategic move by Sidus is geared towards amplifying its presence in the AI sector and expanding its portfolio of offerings, including earth and space observation services. Through this acquisition, Sidus endeavors to deliver enhanced and efficient actionable solutions to its existing clientele while simultaneously broadening its customer base. Exo-Space, the acquired entity, is a US-based provider of edge artificial intelligence (AI) software and hardware designed for space applications.

Major companies operating in the edge ai software market report are Alphabet Inc., Google LLC, Microsoft Corporation, Amazon Web Services, Intel Corporation, International Business Machines Corporation, NVIDIA Corporation, Baidu Inc., Renesas Electronics Corporation, Synaptics Incorporated, Nutanix Inc., TIBCO Software Inc., Cloudera Inc., DataRobot Inc., Bragi GmbH, Gorilla Technology Group, Tact.ai Technologies Inc., FogHorn Systems Inc., ClearBlade Inc., Octonion SA, Anagog Ltd., Imagimob AB, Azion Technologies, Avassa, Adapdix, SWIM.AI Inc., Veea Inc., XNOR.AI Inc.

North America was the largest region in the edge AI software market in 2024. The regions covered in the edge AI software market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in the edge AI software market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The edge AI software market includes revenues earned by entities by providing services such as edge AI platforms, edge AI libraries, security solutions, and real-time analytics. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The edge AI software market consists of sales of IoT sensors, smart cameras, servers, uCPE equipment, and processors. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Edge AI Software Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on edge ai software market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for edge ai software ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The edge ai software market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

• The market characteristics section of the report defines and explains the market.
• The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
• The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

• Market segmentations break down the market into sub markets.
• The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
• The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
• The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

• Markets Covered:1) By Component: Solution; Software Tools; Platform; Services; Training And Consulting Services; System Integration Testing; Support And Maintenance
• 2) By Data Type: Video And Image Data; Audio Data; Text And Language Data; Environmental And Location Data; Biometric Data; Multi-Modal Data
• 3) By Application: Access Control; Autonomous Vehicles; Energy Management; Predictive Maintenance; Remote Monitoring; Telemetry; Video Surveillance; Other Applications
• 4) By Vertical: Banking, Financial Services, And Insurance; Government And Public Sector; Healthcare And Life Sciences; Telecommunications; Energy And Utilities; Manufacturing; Automotive, Transportations, And Logistics; Media And Entertainment; Other Verticals
• Subsegments:
• 1) By Solution: Application-Specific Solutions; Industry-Specific Solutions
• 2) By Software Tools: Development Tools; Analytics Tools; Monitoring Tools
• 3) By Platform: Edge Computing Platforms; Ai Frameworks; IoT Platforms
• 4) By Services: Consulting Services; Managed Services
• 5) By Training And Consulting Services: Training Programs; Strategy Consulting
• 6) By System Integration Testing: Functional Testing; Performance Testing; Security Testing
• 7) By Support And Maintenance: Technical Support; Software Updates; System Maintenance Services
• Companies Mentioned: Alphabet Inc.; Google LLC; Microsoft Corporation; Amazon Web Services; Intel Corporation ; International Business Machines Corporation; NVIDIA Corporation; Baidu Inc.; Renesas Electronics Corporation; Synaptics Incorporated; Nutanix Inc.; TIBCO Software Inc.; Cloudera Inc.; DataRobot Inc.; Bragi GmbH; Gorilla Technology Group; Tact.ai Technologies Inc.; FogHorn Systems Inc.; ClearBlade Inc.; Octonion SA; Anagog Ltd.; Imagimob AB; Azion Technologies; Avassa; Adapdix; SWIM.AI Inc.; Veea Inc.; XNOR.AI Inc.
• Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
• Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
• Time Series: Five years historic and ten years forecast.
• Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
• Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.
• Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
• Delivery Format: PDF, Word and Excel Data Dashboard.

Table of Contents

1. Executive Summary

2. Edge AI Software Market Characteristics

3. Edge AI Software Market Trends And Strategies

4. Edge AI Software Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

• 4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Edge AI Software Growth Analysis And Strategic Analysis Framework

• 5.1. Global Edge AI Software PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
• 5.2. Analysis Of End Use Industries
• 5.3. Global Edge AI Software Market Growth Rate Analysis
• 5.4. Global Edge AI Software Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
• 5.5. Global Edge AI Software Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
• 5.6. Global Edge AI Software Total Addressable Market (TAM)

6. Edge AI Software Market Segmentation

• 6.1. Global Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Solution
• Software Tools
• Platform
• Services
• Training And Consulting Services
• System Integration Testing
• Support And Maintenance
• 6.2. Global Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Video And Image Data
• Audio Data
• Text And Language Data
• Environmental And Location Data
• Biometric Data
• Multi-Modal Data
• 6.3. Global Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Access Control
• Autonomous Vehicles
• Energy Management
• Predictive Maintenance
• Remote Monitoring
• Telemetry
• Video Surveillance
• Other Applications
• 6.4. Global Edge AI Software Market, Segmentation By Vertical, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Banking, Financial Services, And Insurance
• Government And Public Sector
• Healthcare And Life Sciences
• Telecommunications
• Energy And Utilities
• Manufacturing
• Automotive, Transportations, And Logistics
• Media And Entertainment
• Other Verticals
• 6.5. Global Edge AI Software Market, Sub-Segmentation Of Solution, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Application-Specific Solutions
• Industry-Specific Solutions
• 6.6. Global Edge AI Software Market, Sub-Segmentation Of Software Tools, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Development Tools
• Analytics Tools
• Monitoring Tools
• 6.7. Global Edge AI Software Market, Sub-Segmentation Of Platform, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Edge Computing Platforms
• AI Frameworks
• IoT Platforms
• 6.8. Global Edge AI Software Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Consulting Services
• Managed Services
• 6.9. Global Edge AI Software Market, Sub-Segmentation Of Training And Consulting Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Training Programs
• Strategy Consulting
• 6.10. Global Edge AI Software Market, Sub-Segmentation Of System Integration Testing, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Functional Testing
• Performance Testing
• Security Testing
• 6.11. Global Edge AI Software Market, Sub-Segmentation Of Support And Maintenance, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• Technical Support
• Software Updates
• System Maintenance Services

7. Edge AI Software Market Regional And Country Analysis

• 7.1. Global Edge AI Software Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 7.2. Global Edge AI Software Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Edge AI Software Market

• 8.1. Asia-Pacific Edge AI Software Market Overview
• Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
• 8.2. Asia-Pacific Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.3. Asia-Pacific Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 8.4. Asia-Pacific Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Edge AI Software Market

• 9.1. China Edge AI Software Market Overview
• 9.2. China Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.3. China Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
• 9.4. China Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Edge AI Software Market

• 10.1. India Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.2. India Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 10.3. India Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Edge AI Software Market

• 11.1. Japan Edge AI Software Market Overview
• 11.2. Japan Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.3. Japan Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 11.4. Japan Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Edge AI Software Market

• 12.1. Australia Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.2. Australia Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 12.3. Australia Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Edge AI Software Market

• 13.1. Indonesia Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.2. Indonesia Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 13.3. Indonesia Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Edge AI Software Market

• 14.1. South Korea Edge AI Software Market Overview
• 14.2. South Korea Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.3. South Korea Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 14.4. South Korea Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Edge AI Software Market

• 15.1. Western Europe Edge AI Software Market Overview
• 15.2. Western Europe Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.3. Western Europe Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 15.4. Western Europe Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Edge AI Software Market

• 16.1. UK Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.2. UK Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 16.3. UK Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Edge AI Software Market

• 17.1. Germany Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.2. Germany Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 17.3. Germany Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Edge AI Software Market

• 18.1. France Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.2. France Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 18.3. France Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Edge AI Software Market

• 19.1. Italy Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.2. Italy Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 19.3. Italy Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Edge AI Software Market

• 20.1. Spain Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.2. Spain Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 20.3. Spain Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Edge AI Software Market

• 21.1. Eastern Europe Edge AI Software Market Overview
• 21.2. Eastern Europe Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.3. Eastern Europe Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 21.4. Eastern Europe Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Edge AI Software Market

• 22.1. Russia Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.2. Russia Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 22.3. Russia Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Edge AI Software Market

• 23.1. North America Edge AI Software Market Overview
• 23.2. North America Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.3. North America Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 23.4. North America Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Edge AI Software Market

• 24.1. USA Edge AI Software Market Overview
• 24.2. USA Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.3. USA Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 24.4. USA Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Edge AI Software Market

• 25.1. Canada Edge AI Software Market Overview
• 25.2. Canada Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.3. Canada Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 25.4. Canada Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Edge AI Software Market

• 26.1. South America Edge AI Software Market Overview
• 26.2. South America Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.3. South America Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 26.4. South America Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Edge AI Software Market

• 27.1. Brazil Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.2. Brazil Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 27.3. Brazil Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Edge AI Software Market

• 28.1. Middle East Edge AI Software Market Overview
• 28.2. Middle East Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.3. Middle East Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 28.4. Middle East Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Edge AI Software Market

• 29.1. Africa Edge AI Software Market Overview
• 29.2. Africa Edge AI Software Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.3. Africa Edge AI Software Market, Segmentation By Data Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
• 29.4. Africa Edge AI Software Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Edge AI Software Market Competitive Landscape And Company Profiles

• 30.1. Edge AI Software Market Competitive Landscape
• 30.2. Edge AI Software Market Company Profiles
  • 30.2.1. Alphabet Inc. Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.2. Google LLC Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.3. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.4. Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis
  • 30.2.5. Intel Corporation Overview, Products and Services, Strategy and Financial Analysis

31. Edge AI Software Market Other Major And Innovative Companies

• 31.1. International Business Machines Corporation
• 31.2. NVIDIA Corporation
• 31.3. Baidu Inc.
• 31.4. Renesas Electronics Corporation
• 31.5. Synaptics Incorporated
• 31.6. Nutanix Inc.
• 31.7. TIBCO Software Inc.
• 31.8. Cloudera Inc.
• 31.9. DataRobot Inc.
• 31.10. Bragi GmbH
• 31.11. Gorilla Technology Group
• 31.12. Tact.ai Technologies Inc.
• 31.13. FogHorn Systems Inc.
• 31.14. ClearBlade Inc.
• 31.15. Octonion SA

32. Global Edge AI Software Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Edge AI Software Market

34. Recent Developments In The Edge AI Software Market

35. Edge AI Software Market High Potential Countries, Segments and Strategies

• 35.1 Edge AI Software Market In 2029 - Countries Offering Most New Opportunities
• 35.2 Edge AI Software Market In 2029 - Segments Offering Most New Opportunities
• 35.3 Edge AI Software Market In 2029 - Growth Strategies
  • 35.3.1 Market Trend Based Strategies
  • 35.3.2 Competitor Strategies

36. Appendix

• 36.1. Abbreviations
• 36.2. Currencies
• 36.3. Historic And Forecast Inflation Rates
• 36.4. Research Inquiries
• 36.5. The Business Research Company
• 36.6. Copyright And Disclaimer