Edge AI Software Market by Technology (Generative AI, Machine Learning (ML) (Supervised Learning, Reinforcement Learning), Natural Language Processing (NLP), Computer Vision), Data Modality (Spatial Data, Temporal Data) - Global Forecast to 2030

Edge AI Software Market by Technology (Generative AI, Machine Learning (ML) (Supervised Learning, Reinforcement Learning), Natural Language Processing (NLP), Computer Vision), Data Modality (Spatial Data, Temporal Data) - Global Forecast to 2030

The Edge AI software market is projected to grow from USD 1.92 billion in 2024 to USD 7.19 billion by 2030, at a compound annual growth rate (CAGR) of 24.7% during the forecast period. The market is anticipated to grow due to Predictive maintenance powered by Edge AI is transforming industrial operations by enabling real-time monitoring and forecasting of equipment failures before they happen, Edge AI is enabling highly personalized experiences for consumers by processing data locally on devices like smartphones, wearables, and smart home systems and Smart grids and energy management systems are benefiting greatly from Edge AI’s ability to provide distributed intelligence. However, growth may be restrained by the complexity of deploying and managing machine learning models at the edge, the absence of standard protocols and interoperability between different Edge AI platforms, devices, and ecosystems can slow down adoption and the high initial investment required to build and scale Edge AI infrastructure can be prohibitive for some organizations.

“Edge AI Platform Solutions Leading the Market with Highest CAGR Growth”

Platform solutions are expected to register the highest CAGR growth in the Edge AI software market due to their ability to integrate diverse AI capabilities, streamline deployment, and support scalable applications across industries. These platforms enable seamless development, testing, and deployment of AI models on edge devices, reducing complexity and accelerating time-to-market. Future opportunities lie in leveraging these solutions for autonomous systems, advanced robotics, and distributed IoT ecosystems, where customizable platforms can address specific requirements for real-time analytics, data security, and interoperability, driving adoption across sectors like healthcare, automotive, and industrial automation.

“Predictive Maintenance and Robotics Automation Transforming Manufacturing with Edge AI”

During the forecast period, the manufacturing sector is anticipated to dominate the Edge AI software market, driven by its adoption for real-time quality control, predictive maintenance, and robotics automation. Edge AI enables manufacturers to process vast amounts of machine data locally, reducing latency and enhancing operational efficiency. Future opportunities include leveraging Edge AI for smart factory solutions, optimizing energy consumption, and enabling autonomous production lines. As manufacturers prioritize Industry 4.0 initiatives and demand localized intelligence for critical operations, the deployment of Edge AI software in this sector will continue to expand rapidly.

“Asia Pacific's rapid edge AI software market growth fueled by innovation and emerging technologies, while North America leads in market size”

Asia Pacific is projected to be the fastest-growing market for Edge AI software during the forecast period, driven by rapid industrialization, increasing adoption of IoT devices, and significant investments in smart city initiatives. The region's growing demand for localized data processing in sectors like manufacturing, retail, and telecommunications further boosts this trend. Meanwhile, North America holds the largest market share due to its early adoption of advanced technologies, strong presence of key players, and robust infrastructure supporting AI deployment. Future opportunities include expanding Edge AI applications in Asia Pacific’s emerging markets for autonomous systems and real-time analytics, while North America continues to innovate in areas like healthcare and defense with cutting-edge edge computing solutions.

Breakdown of primaries

In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the Edge AI software market.

By Company: Tier I – 30%, Tier II – 40%, and Tier III – 30%

By Designation: C-Level Executives – 35%, D-Level Executives – 25%, and others – 40%

By Region: North America – 30%, Europe – 35%, Asia Pacific – 25%, Middle East & Africa – 5%, and Latin America – 5%

The report includes the study of key players offering edge AI software market. It profiles major vendors in the Edge AI software market. The major players in the Edge AI software market include Microsoft (US), IBM (US), Google (US), AWS (US), Nutanix (US), Synaptics (US), Gorilla Technologies (UK), Intel (US), VEEA (US), Infineon Technologies (German), Intent HQ (UK), Baidu (China), NVIDIA (US), Alibaba Group (Singapore), Bosch Global Software Technologies (India), Azion (US), Blaize (US), ClearBlade (US), Johnson Controls (US), Midokura (Japan), Latent AI (US), Axelera AI (Netherlands), Teraki (Germany), Ekkono (Sweden), Edge Impulse (US), Spectro Cloud (US), Barbara (Spain), Invision AI (US), Horizon Robotics (China), and Kneron (US).

Research coverage

This research report categorizes the Edge AI software Market By offering (Software [By Type and By Deployment mode] and Services [Professional services and Managed services]), By data Modality (Visual data, Auditory data, Textual data, Spatial data, Temporal data and Multi-modal data), By Technology (Generative AI and Other AI [Machine learning, Natural language processing, Computer vision and Others]), By End Uses (Manufacturing, Smart cities, BFSI, Healthcare & life sciences, Energy & utilities, Telecommunication, Retail, Automotive, Transportation & logistics, Consumer electronics & devices and Other end uses [IT & ITeS, Education and Agriculture]), and By Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the Edge AI software market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the Edge AI software market. Competitive analysis of upcoming startups in the Edge AI software market ecosystem is covered in this report.

Key Benefits of Buying the Report

The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall Edge AI software market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

Analysis of key drivers (increasing number of intelligent applications, rising use of IoT applications, increasing adoption of 5G network technology, exponential growth of data volume and network traffic), restraints (Bandwidth limitations resulting from the need for continuous data transfer and limited availability of AI experts), opportunities (growing deployment of TinyML, rising demand of autonomous and connected vehicles, emergence of transformative applications in various fields), and challenges (Need for optimization of edge AI standards, complexity of integrating diverse systems and lack of hardware standards).

Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the Edge AI software market.

Market Development: Comprehensive information about lucrative markets – the report analyses the Edge AI software market across varied regions.

Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the Edge AI software market.

Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like Microsoft (US), IBM (US), Google (US), AWS (US), Nutanix (US), Synaptics (US), Gorilla Technologies (UK), Intel (US), VEEA (US), Infineon Technologies (Germany), Intent HQ (UK), Baidu (China), NVIDIA (US), Alibaba Group (Singapore), Bosch Global Software Technologies (India), Azion (US), Blaize (US), ClearBlade (US), Johnson Controls (US), Midokura (Japan), Latent AI (US), Axelera AI (Netherlands), Teraki (Germany), Ekkono (Sweden), Edge Impulse (US), Spectro Cloud (US), Barbara (Spain), Invision AI (US), Horizon Robotics (China), and Kneron (US), among others in the Edge AI software market. The report also helps stakeholders understand the pulse of the Edge AI software market and provides them with information on key market drivers, restraints, challenges, and opportunities.

Tables List

Table 1 Usd Exchange Rate, 2019–2023

Table 2 Key Participants In Primary Interviews

Table 3 Factor Analysis

Table 4 Edge Ai Software Market Size And Growth Rate,

2019–2023 (Usd Million, Y-o-y)

Table 5 Edge Ai Software Market Size And Growth Rate,

2024–2030 (Usd Million, Y-o-y)

Table 6 North America: Regulatory Bodies, Government Agencies, And Other Organizations

Table 7 Europe: Regulatory Bodies, Government Agencies, And Other Organizations

Table 8 Asia Pacific: Regulatory Bodies, Government Agencies, And Other Organizations

Table 9 Middle East & Africa: Regulatory Bodies, Government Agencies, And Other Organizations

Table 10 Latin America: Regulatory Bodies, Government Agencies, And Other Organizations

Table 11 Edge Ai Software Market: Patents Filed, 2015–2024

Table 12 Edge Ai Software-related Patents, 2023–2024

Table 13 Indicative Pricing Analysis Of Edge Ai Software, By Data Modality

Table 14 Indicative Pricing Analysis Of Edge Ai Software, By Offering

Table 15 Edge Ai Software Market: Key Conferences & Events, 2024–2025

Table 16 Edge Ai Software Market: Impact Of Porter’s Five Forces

Table 17 Influence Of Stakeholders On Buying Process For Top Three End Uses

Table 18 Key Buying Criteria For Top Three End Uses

Table 19 Edge Ai Software Market, By Offering, 2019–2023 (Usd Million)

Table 20 Edge Ai Software Market, By Offering, 2024–2030 (Usd Million)

Table 21 Software: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 22 Software: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 23 Software: Edge Ai Software Market, By Type, 2019–2023 (Usd Million)

Table 24 Software: Edge Ai Software Market, By Type, 2024–2030 (Usd Million)

Table 25 Platforms: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 26 Platforms: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 27 Software Development Kits: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 28 Software Development Kits: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 29 Frameworks & Toolkits: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 30 Frameworks & Toolkits: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 31 Software: Edge Ai Software Market, By Deployment Mode,

2019–2023 (Usd Million)

Table 32 Software: Edge Ai Software Market, By Deployment Mode,

2024–2030 (Usd Million)

Table 33 Cloud: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 34 Cloud: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 35 On-premises: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 36 On-premises: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 37 Edge Ai Software Market, By Service, 2019–2023 (Usd Million)

Table 38 Edge Ai Software Market, By Service, 2024–2030 (Usd Million)

Table 39 Services: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 40 Services: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 41 Professional Services: Edge Ai Software Market,

2019–2023 (Usd Million)

Table 42 Professional Services: Edge Ai Software Market,

2024–2030 (Usd Million)

Table 43 Professional Services: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 44 Professional Services: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 45 Training & Consulting: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 46 Training & Consulting: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 47 System Integration & Testing: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 48 System Integration & Testing: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 49 Support & Maintenance: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 50 Support & Maintenance: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 51 Managed Services: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 52 Managed Services: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 53 Edge Ai Software Market, By Data Modality, 2019–2023 (Usd Million)

Table 54 Edge Ai Software Market, By Data Modality, 2024–2030 (Usd Million)

Table 55 Visual Data: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 56 Visual Data: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 57 Auditory Data: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 58 Auditory Data: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 59 Textual Data: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 60 Textual Data: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 61 Spatial Data: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 62 Spatial Data: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 63 Temporal Data: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 64 Temporal Data: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 65 Multimodal Data: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 66 Multimodal Data: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 67 Edge Ai Software Market, By Technology, 2019–2023 (Usd Million)

Table 68 Edge Ai Software Market, By Technology, 2024–2030 (Usd Million)

Table 69 Generative Ai: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 70 Generative Ai: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 71 Other Ai: Edge Ai Software Market, 2019–2023 (Usd Million)

Table 72 Other Ai: Edge Ai Software Market, 2024–2030 (Usd Million)

Table 73 Other Ai: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 74 Other Ai: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 75 Machine Learning: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 76 Machine Learning: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 77 Natural Language Processing: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 78 Natural Language Processing: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 79 Computer Vision: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 80 Computer Vision: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 81 Other Technologies: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 82 Other Technologies: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 83 Edge Ai Software Market, By End Use, 2019–2023 (Usd Million)

Table 84 Edge Ai Software Market, By End Use, 2024–2030 (Usd Million)

Table 85 Manufacturing: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 86 Manufacturing: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 87 Healthcare & Life Sciences: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 88 Healthcare & Life Sciences: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 89 Energy & Utilities: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 90 Energy & Utilities: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 91 Telecommunication: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 92 Telecommunication: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 93 Retail: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 94 Retail: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 95 Automotive: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 96 Automotive: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 97 Transportation & Logistics: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 98 Transportation & Logistics: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 99 Smart Cities: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 100 Smart Cities: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 101 Bfsi: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 102 Bfsi: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 103 Consumer Electronics & Devices: Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 104 Consumer Electronics & Devices: Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 105 Other End Uses: Edge Ai Software Market, By Region,

2019–2023 (Usd Million)

Table 106 Other End Uses: Edge Ai Software Market, By Region,

2024–2030 (Usd Million)

Table 107 Edge Ai Software Market, By Region, 2019–2023 (Usd Million)

Table 108 Edge Ai Software Market, By Region, 2024–2030 (Usd Million)

Table 109 North America: Edge Ai Software Market, By Offering,

2019–2023 (Usd Million)

Table 110 North America: Edge Ai Software Market, By Offering,

2024–2030 (Usd Million)

Table 111 North America: Edge Ai Software Market, By Software Type,

2019–2023 (Usd Million)

Table 112 North America: Edge Ai Software Market, By Software Type,

2024–2030 (Usd Million)

Table 113 North America: Edge Ai Software Market, By Deployment Mode,

2019–2023 (Usd Million)

Table 114 North America: Edge Ai Software Market, By Deployment Mode,

2024–2030 (Usd Million)

Table 115 North America: Edge Ai Software Market, By Service,

2019–2023 (Usd Million)

Table 116 North America: Edge Ai Software Market, By Service,

2024–2030 (Usd Million)

Table 117 North America: Edge Ai Software Market, By Professional Service, 2019–2023 (Usd Million)

Table 118 North America: Edge Ai Software Market, By Professional Service, 2024–2030 (Usd Million)

Table 119 North America: Edge Ai Software Market, By Data Modality,

2019–2023 (Usd Million)

Table 120 North America: Edge Ai Software Market, By Data Modality,

2024–2030 (Usd Million)

Table 121 North America: Edge Ai Software Market, By Technology,

2019–2023 (Usd Million)

Table 122 North America: Edge Ai Software Market, By Technology,

2024–2030 (Usd Million)

Table 123 North America: Edge Ai Software Market, By Other Ai Technologies, 2019–2023 (Usd Million)

Table 124 North America: Edge Ai Software Market, By Other Ai Technologies, 2024–2030 (Usd Million)

Table 125 North America: Edge Ai Software Market, By End Use,

2019–2023 (Usd Million)

Table 126 North America: Edge Ai Software Market, By End Use,

2024–2030 (Usd Million)

Table 127 North America: Edge Ai Software Market, By Country,

2019–2023 (Usd Million)

Table 128 North America: Edge Ai Software Market, By Country,

2024–2030 (Usd Million)

Table 129 Europe: Edge Ai Software Market, By Offering, 2019–2023 (Usd Million)

Table 130 Europe: Edge Ai Software Market, By Offering, 2024–2030 (Usd Million)

Table 131 Europe: Edge Ai Software Market, By Software Type,

2019–2023 (Usd Million)

Table 132 Europe: Edge Ai Software Market, By Software Type,

2024–2030 (Usd Million)

Table 133 Europe: Edge Ai Software Market, By Deployment Mode,

2019–2023 (Usd Million)

Table 134 Europe: Edge Ai Software Market, By Deployment Mode,

2024–2030 (Usd Million)

Table 135 Europe: Edge Ai Software Market, By Service, 2019–2023 (Usd Million)

Table 136 Europe: Edge Ai Software Market, By Service, 2024–2030 (Usd Million)

Table 137 Europe: Edge Ai Software Market, By Professional Service,

2019–2023 (Usd Million)

Table 138 Europe: Edge Ai Software Market, By Professional Service,

2024–2030 (Usd Million)

Table 139 Europe: Edge Ai Software Market, By Data Modality,

2019–2023 (Usd Million)

Table 140 Europe: Edge Ai Software Market, By Data Modality,

2024–2030 (Usd Million)

Table 141 Europe: Edge Ai Software Market, By Technology,

2019–2023 (Usd Million)

Table 142 Europe: Edge Ai Software Market, By Technology,

2024–2030 (Usd Million)

Table 143 Europe: Edge Ai Software Market, By Other Ai Technologies,

2019–2023 (Usd Million)

Table 144 Europe: Edge Ai Software Market, By Other Ai Technologies,

2024–2030 (Usd Million)

Table 145 Europe: Edge Ai Software Market, By End Use, 2019–2023 (Usd Million)

Table 146 Europe: Edge Ai Software Market, By End Use, 2024–2030 (Usd Million)

Table 147 Europe: Edge Ai Software Market, By Country, 2019–2023 (Usd Million)

Table 148 Europe: Edge Ai Software Market, By Country, 2024–2030 (Usd Million)

Table 149 Asia Pacific: Edge Ai Software Market, By Offering,

2019–2023 (Usd Million)

Table 150 Asia Pacific: Edge Ai Software Market, By Offering,

2024–2030 (Usd Million)

Table 151 Asia Pacific: Edge Ai Software Market, By Software Type,

2019–2023 (Usd Million)

Table 152 Asia Pacific: Edge Ai Software Market, By Software Type,

2024–2030 (Usd Million)

Table 153 Asia Pacific: Edge Ai Software Market, By Deployment Mode,

2019–2023 (Usd Million)

Table 154 Asia Pacific: Edge Ai Software Market, By Deployment Mode,

2024–2030 (Usd Million)

Table 155 Asia Pacific: Edge Ai Software Market, By Service,

2019–2023 (Usd Million)

Table 156 Asia Pacific: Edge Ai Software Market, By Service,

2024–2030 (Usd Million)

Table 157 Asia Pacific: Edge Ai Software Market, By Professional Service,

2019–2023 (Usd Million)

Table 158 Asia Pacific: Edge Ai Software Market, By Professional Service,

2024–2030 (Usd Million)

Table 159 Asia Pacific: Edge Ai Software Market, By Data Modality,

2019–2023 (Usd Million)

Table 160 Asia Pacific: Edge Ai Software Market, By Data Modality,

2024–2030 (Usd Million)

Table 161 Asia Pacific: Edge Ai Software Market, By Technology,

2019–2023 (Usd Million)

Table 162 Asia Pacific: Edge Ai Software Market, By Technology,

2024–2030 (Usd Million)

Table 163 Asia Pacific: Edge Ai Software Market, By Other Ai Technologies,

2019–2023 (Usd Million)

Table 164 Asia Pacific: Edge Ai Software Market, By Other Ai Technologies,

2024–2030 (Usd Million)

Table 165 Asia Pacific: Edge Ai Software Market, By End Use,

2019–2023 (Usd Million)

Table 166 Asia Pacific: Edge Ai Software Market, By End Use,

2024–2030 (Usd Million)

Table 167 Asia Pacific: Edge Ai Software Market, By Country,

2019–2023 (Usd Million)

Table 168 Asia Pacific: Edge Ai Software Market, By Country,

2024–2030 (Usd Million)

Table 169 Middle East & Africa: Edge Ai Software Market, By Offering,

2019–2023 (Usd Million)

Table 170 Middle East & Africa: Edge Ai Software Market, By Offering,

2024–2030 (Usd Million)

Table 171 Middle East & Africa: Edge Ai Software Market, By Software Type, 2019–2023 (Usd Million)

Table 172 Middle East & Africa: Edge Ai Software Market, By Software Type, 2024–2030 (Usd Million)

Table 173 Middle East & Africa: Edge Ai Software Market, By Deployment Mode, 2019–2023 (Usd Million)

Table 174 Middle East & Africa: Edge Ai Software Market, By Deployment Mode, 2024–2030 (Usd Million)

Table 175 Middle East & Africa: Edge Ai Software Market, By Service,

2019–2023 (Usd Million)

Table 176 Middle East & Africa: Edge Ai Software Market, By Service,

2024–2030 (Usd Million)

Table 177 Middle East & Africa: Edge Ai Software Market, By Professional Service, 2019–2023 (Usd Million)

Table 178 Middle East & Africa: Edge Ai Software Market, By Professional Service, 2024–2030 (Usd Million)

Table 179 Middle East & Africa: Edge Ai Software Market, By Data Modality,

2019–2023 (Usd Million)

Table 180 Middle East & Africa: Edge Ai Software Market, By Data Modality,

2024–2030 (Usd Million)

Table 181 Middle East & Africa: Edge Ai Software Market, By Technology,

2019–2023 (Usd Million)

Table 182 Middle East & Africa: Edge Ai Software Market, By Technology,

2024–2030 (Usd Million)

Table 183 Middle East & Africa: Edge Ai Software Market,

By Other Ai Technologies, 2019–2023 (Usd Million)

Table 184 Middle East & Africa: Edge Ai Software Market,

By Other Ai Technologies, 2024–2030 (Usd Million)

Table 185 Middle East & Africa: Edge Ai Software Market, By End Use,

2019–2023 (Usd Million)

Table 186 Middle East & Africa: Edge Ai Software Market, By End Use,

2024–2030 (Usd Million)

Table 187 Middle East & Africa: Edge Ai Software Market, By Sub-region,

2019–2023 (Usd Million)

Table 188 Middle East & Africa: Edge Ai Software Market, By Sub-region,

2024–2030 (Usd Million)

Table 189 Middle East & Africa: Edge Ai Software Market, By Country,

2019–2023 (Usd Million)

Table 190 Middle East & Africa: Edge Ai Software Market, By Country,

2024–2030 (Usd Million)

Table 191 Latin America: Edge Ai Software Market, By Offering,

2019–2023 (Usd Million)

Table 192 Latin America: Edge Ai Software Market, By Offering,

2024–2030 (Usd Million)

Table 193 Latin America: Edge Ai Software Market, By Software Type,

2019–2023 (Usd Million)

Table 194 Latin America: Edge Ai Software Market, By Software Type,

2024–2030 (Usd Million)

Table 195 Latin America: Edge Ai Software Market, By Deployment Mode,

2019–2023 (Usd Million)

Table 196 Latin America: Edge Ai Software Market, By Deployment Mode,

2024–2030 (Usd Million)

Table 197 Latin America: Edge Ai Software Market, By Service,

2019–2023 (Usd Million)

Table 198 Latin America: Edge Ai Software Market, By Service,

2024–2030 (Usd Million)

Table 199 Latin America: Edge Ai Software Market, By Professional Service,

2019–2023 (Usd Million)

Table 200 Latin America: Edge Ai Software Market, By Professional Service,

2024–2030 (Usd Million)

Table 201 Latin America: Edge Ai Software Market, By Data Modality,

2019–2023 (Usd Million)

Table 202 Latin America: Edge Ai Software Market, By Data Modality,

2024–2030 (Usd Million)

Table 203 Latin America: Edge Ai Software Market, By Technology,

2019–2023 (Usd Million)

Table 204 Latin America: Edge Ai Software Market, By Technology,

2024–2030 (Usd Million)

Table 205 Latin America: Edge Ai Software Market, By Other Ai Technologies, 2019–2023 (Usd Million)

Table 206 Latin America: Edge Ai Software Market, By Other Ai Technologies, 2024–2030 (Usd Million)

Table 207 Latin America: Edge Ai Software Market, By End Use,

2019–2023 (Usd Million)

Table 208 Latin America: Edge Ai Software Market, By End Use,

2024–2030 (Usd Million)

Table 209 Latin America: Edge Ai Software Market, By Country,

2019–2023 (Usd Million)

Table 210 Latin America: Edge Ai Software Market, By Country,

2024–2030 (Usd Million)

Table 211 Overview Of Strategies Adopted By Key Edge Ai Software

Vendors, 2023–2024

Table 212 Edge Ai Software Market: Degree Of Competition

Table 213 Edge Ai Software Market: Region Footprint

Table 214 Edge Ai Software Market: Offering Footprint

Table 215 Edge Ai Software Market: Technology Footprint

Table 216 Edge Ai Software Market: End Use Footprint

Table 217 Edge Ai Software Market: Key Startups/Smes

Table 218 Edge Ai Software Market: Competitive Benchmarking Of Startups/Smes

Table 219 Edge Ai Software Market: Product Launches And Enhancements, January 2022– November 2024

Table 220 Edge Ai Software Market: Deals, January 2022–november 2024

Table 221 Microsoft: Company Overview

Table 222 Microsoft: Products Offered

Table 223 Microsoft: Product Launches And Enhancements

Table 224 Microsoft: Deals

Table 225 Ibm: Company Overview

Table 226 Ibm: Products Offered

Table 227 Ibm: Product Launches And Enhancements

Table 228 Ibm: Deals

Table 229 Google: Company Overview

Table 230 Google: Products Offered

Table 231 Google: Product Launches And Enhancements

Table 232 Google: Deals

Table 233 Aws: Company Overview

Table 234 Aws: Products Offered

Table 235 Aws: Product Launches And Enhancements

Table 236 Aws: Deals

Table 237 Nutanix: Company Overview

Table 238 Nutanix: Products Offered

Table 239 Nutanix: Product Launches And Enhancements

Table 240 Nutanix: Deals

Table 241 Synaptics: Company Overview

Table 242 Synaptics: Products Offered

Table 243 Synaptics: Product Launches And Enhancements

Table 244 Synaptics: Deals

Table 245 Gorilla Technologies: Company Overview

Table 246 Gorilla Technologies: Products Offered

Table 247 Gorilla Technologies: Deals

Table 248 Infineon Technologies: Company Overview

Table 249 Infineon Technologies: Products Offered

Table 250 Infineon Technologies: Product Launches And Enhancements

Table 251 Infineon Technologies: Deals

Table 252 Intel: Company Overview

Table 253 Intel: Products

Table 254 Intel: Product Launches And Enhancements

Table 255 Intel: Deals

Table 256 Veea: Company Overview

Table 257 Veea: Products Offered

Table 258 Veea: Deals

Table 259 Axelera Ai: Company Overview

Table 260 Axelera Ai: Products Offered

Table 261 Axelera Ai: Deals

Table 262 Edge Impulse: Company Overview

Table 263 Edge Impulse: Products Offered

Table 264 Edge Impulse: Deals

Table 265 Edge Computing Market, By Component, 2019–2023 (Usd Million)

Table 266 Edge Computing Market, By Component, 2024–2029 (Usd Million)

Table 267 Edge Computing Market, By Organization Size, 2019–2023 (Usd Million)

Table 268 Edge Computing Market, By Organization Size, 2024–2029 (Usd Million)

Table 269 Edge Computing Market, By Application, 2019–2023 (Usd Million)

Table 270 Edge Computing Market, By Application, 2024–2029 (Usd Million)

Table 271 Edge Computing Market, By Vertical, 2019–2023 (Usd Million)

Table 272 Edge Computing Market, By Vertical, 2024–2029 (Usd Million)

Table 273 Edge Computing Market, By Region, 2019–2023 (Usd Million)

Table 274 Edge Computing Market, By Region, 2024–2029 (Usd Million)

Table 275 Artificial Intelligence Market, By Offering, 2019–2023 (Usd Million)

Table 276 Artificial Intelligence Market, By Offering, 2024–2030 (Usd Billion)

Table 277 Artificial Intelligence Market, By Technology, 2019–2023 (Usd Billion)

Table 278 Artificial Intelligence Market, By Technology, 2024–2030 (Usd Billion)

Table 279 Artificial Intelligence Market, By Business Function,

2019–2023 (Usd Billion)

Table 280 Artificial Intelligence Market, By Business Function,

2024–2030 (Usd Billion)

Table 281 Artificial Intelligence Market, By Vertical, 2019–2023 (Usd Billion)

Table 282 Artificial Intelligence Market, By Vertical, 2024–2030 (Usd Billion)

Table 283 Artificial Intelligence Market, By Region, 2019–2023 (Usd Billion)

Table 284 Artificial Intelligence Market, By Region, 2024–2030 (Usd Billion)

Figures List

Figure 1 Edge Ai Software Market: Research Design

Figure 2 Edge Ai Software Market: Data Triangulation

Figure 3 Top-down And Bottom-up Approaches

Figure 4 Market Size Estimation Methodology - Approach 1 (Supply-side): Revenue From Edge Ai Software Products

Figure 5 Market Size Estimation Methodology - Approach 2, Bottom-up

(Supply-side): Collective Revenue Of All Edge Ai Software Products

Figure 6 Market Size Estimation Methodology - Approach 3, Bottom-up

(Supply-side): Collective Revenue From All Edge Ai Software Products

Figure 7 Market Size Estimation Methodology - Approach 4, Bottom-up

(Demand-side): Share Of Edge Ai Software Market Through

Overall Edge Ai Software Spending

Figure 8 Software Segment To Account For Larger Market Size In 2024

Figure 9 Platforms Segment To Dominate Market In 2024

Figure 10 Cloud Segment To Lead Market In 2024

Figure 11 Professional Services Segment To Account For Larger Market

Size In 2024

Figure 12 Training & Consulting Segment To Lead Professional Services Market In 2024

Figure 13 Visual Data Segment To Account For Largest Market Size In 2024

Figure 14 Other Ai Segment To Dominate Market In 2024

Figure 15 Machine Learning Segment To Lead Market In 2024

Figure 16 Automotive Segment To Register Highest Cagr During Forecast Period

Figure 17 Edge Ai Software Market In Asia Pacific To Register Highest Cagr During Forecast Period

Figure 18 Increasing Enterprise Workloads On Cloud And Rapid Growth In Number Of Intelligent Applications To Drive Market

Figure 19 Automotive Segment To Register Highest Cagr During Forecast Period

Figure 20 Visual Data And Manufacturing Segments To Account For Largest Market Shares In 2024

Figure 21 North America To Account For Largest Market Share In 2024

Figure 22 Edge Ai Software Market: Drivers, Restraints, Opportunities,

And Challenges

Figure 23 Potential Of Generative Ai Use In Edge Ai Software

Figure 24 Evolution Of Edge Ai Software Market

Figure 25 Edge Ai Software Market: Key Players In Ecosystem

Figure 26 Edge Ai Software Market: Supply Chain Analysis

Figure 27 Leading Edge Ai Software Vendors, By Funding Value (Million) And Funding Round, 2024

Figure 28 Edge Ai Software Market: Number Of Patents Granted, 2015–2024

Figure 29 Regional Analysis Of Edge Ai Software-related Patents Granted,

2015–2024

Figure 30 Edge Ai Software Market: Porter’s Five Forces Analysis

Figure 31 Edge Ai Software Market: Trends/Disruptions Impacting

Customer Business

Figure 32 Influence Of Stakeholders On Buying Process For Top Three End Uses

Figure 33 Key Buying Criteria For Top Three End Uses

Figure 34 Services Segment To Register Higher Cagr During Forecast Period

Figure 35 Platforms Segment To Register Higher Cagr During Forecast

Figure 36 On-premises Segment To Register Higher Cagr During Forecast Period

Figure 37 Managed Services Segment To Record Higher Cagr During Forecast Period

Figure 38 Support & Maintenance Segment To Register Higher Cagr During Forecast Period

Figure 39 Auditory Segment To Register Highest Cagr During Forecast Period

Figure 40 Services Segment To Register Higher Cagr During Forecast Period

Figure 41 Machine Learning Segment To Lead During Forecast Period

Figure 42 Automotive Segment To Record Highest Cagr During Forecast Period

Figure 43 Asia Pacific Market To Register Highest Cagr During Forecast Period

Figure 44 Edge Ai Software Market In India To Register Highest Growth Rate During Forecast Period

Figure 45 North America: Edge Ai Software Market Snapshot

Figure 46 Asia Pacific: Edge Ai Software Market Snapshot

Figure 47 Top Five Players Dominated Market Over Last Five Years

Figure 48 Share Of Leading Companies In Edge Ai Software Market, 2023

Figure 49 Edge Ai Software Market: Brand/Product Comparison, By Offering

Figure 50 Edge Ai Software Market: Brand/Product Comparison,

By Data Modality

Figure 51 Edge Ai Software Market: Company Valuation And Financial Metrics Of Key Vendors

Figure 52 Edge Ai Software Market: Year-to-date (Ytd) Price Total Return

And Five-year Stock Beta Of Key Vendors

Figure 53 Edge Ai Software Market: Company Evaluation Matrix

(Key Players), 2023

Figure 54 Edge Ai Software Market: Company Footprint

Figure 55 Edge Ai Software Market: Company Evaluation Matrix

(Startups/Smes), 2023

Figure 56 Microsoft: Company Snapshot

Figure 57 Ibm: Company Snapshot

Figure 58 Google: Company Snapshot

Figure 59 Aws: Company Snapshot

Figure 60 Nutanix: Company Snapshot

Figure 61 Synaptics: Company Snapshot

Figure 62 Gorilla Technologies: Company Snapshot

Figure 63 Infineon Technologies: Company Snapshot

Figure 64 Intel: Company Snapshot