Global Edge AI Ecosystem Market By Offerings, By Organization Size, By End User Industry, By Region & Segmental Forecast, 2023-2031, Comparative Analysis and Trends

Report ID :AMI-1681 | Category : Information & Technology | Published Date : August, 2023 | Pages : 402 | Format :PDF

In Terms of Revenue, Global Edge AI Ecosystem Market Recorded Revenue For US$ 14.87 Bn in 2022; Anticipated to Gain CAGR of 21% During 2023 – 2031

Edge AI ecosystem market represents the convergence of two transformative technologies: edge computing and artificial intelligence. Edge AI brings AI capabilities directly to edge devices, enabling real-time data processing and decision-making without the need for constant connectivity to remote cloud servers. This paradigm shift is shaping industries across the board, unlocking new possibilities for automation, insights, and efficiency.

The COVID-19 pandemic has had a profound impact on various industries, and the edge AI ecosystem market is no exception. While the pandemic posed challenges, it also highlighted the significance of technologies that enable remote operations, real-time decision-making, and efficient data processing. Here's how the COVID-19 pandemic has affected the edge AI ecosystem market:

Accelerated Digital Transformation: The pandemic forced many businesses to accelerate their digital transformation efforts to adapt to remote work and changing customer behaviors. This led to increased interest in edge AI solutions that enable real-time data processing and decision-making, supporting remote operations and customer interactions.

Rise of Remote Monitoring: With travel restrictions and social distancing measures in place, industries like healthcare, manufacturing, and energy turned to remote monitoring and predictive maintenance. Edge AI played a crucial role by allowing real-time monitoring of equipment and systems, reducing the need for on-site visits.

Supply Chain Resilience: The disruption in global supply chains prompted businesses to enhance supply chain resilience. Edge AI helped in optimizing inventory management, predicting demand, and monitoring supply chain disruptions in real time.

The edge AI ecosystem market is poised for sustained growth beyond the pandemic. As industries continue to embrace digital transformation and remote operations, the demand for edge AI solutions will likely persist. Moreover, lessons learned during the pandemic emphasize the need for resilient, adaptable, and real-time technologies, driving the adoption of edge AI in various applications.

Drivers: Global Edge AI Ecosystem Market

Low Latency Requirements: Applications such as autonomous vehicles and industrial automation demand ultra-low latency for real-time decision-making. Edge AI facilitates this by processing data locally, reducing the round-trip time to a central server.

Bandwidth Efficiency: Sending all data to centralized cloud servers can strain network bandwidth. Edge AI optimizes bandwidth by processing data at the edge and transmitting only relevant information.

Data Privacy and Compliance: Edge AI enables data processing while keeping sensitive information on-premises, aligning with data protection regulations like GDPR and ensuring privacy compliance.

High Demand for Automation: Industries such as manufacturing, healthcare, and agriculture are increasingly adopting automation. It plays a crucial role in enabling intelligent automation by providing real-time insights, thus propelling the global edge AI ecosystem market.

Rapid Technological Advancements: Advances in hardware, such as more powerful processors and specialized AI chips, have made edge AI feasible. This accelerates the development and deployment of edge AI solutions.

Global Edge AI Ecosystem Market Revenue & Forecast, (US$ Million), 2015 – 2031

Small and medium-sized enterprises often have limited resources compared to larger organizations. Edge AI solutions offer a cost-efficient way to leverage AI capabilities without the high costs associated with cloud infrastructure. Edge AI enables SMEs to process data locally, reducing the need for extensive cloud resources and associated expenses. Real-time data processing at the edge enables SMEs to gain immediate insights from data streams. This real-time responsiveness empowers them to make agile decisions and optimize operations. Embracing edge AI can provide SMEs with a competitive advantage in their market. Real-time analytics, predictive maintenance, and personalized customer interactions set them apart from competitors. In the years to come, the global edge AI ecosystem market is anticipated to gain tremendous growth rate of ~44.9%, as SMEs can benefit immensely from this ecosystem by gaining access to advanced technologies that were once reserved for larger enterprises.

The edge AI ecosystem market in Europe is experiencing dynamic trends that reflect the region's commitment to technological innovation, sustainability, and digital transformation. These trends are shaping how organizations across various industries adopt and leverage edge AI solutions. Increasing focus on the Internet of Things (IoT) is driving the adoption of edge computing. Edge AI enables real-time data processing for vast amount of data generated by IoT devices, supporting applications like smart cities and connected vehicles. Sustainability is a key trend in Europe. Edge AI enables energy-efficient processing by reducing the need for data transmission to distant servers, aligning with the region's commitment to eco-friendly technologies. Additionally, push towards Industry 4.0 and smart manufacturing is driving the adoption of edge AI ecosystem market for predictive maintenance, quality control, and production optimization. Europe sees a balanced approach between cloud and edge computing. Organizations are exploring hybrid architectures that combine edge AI processing with cloud resources for scalability and flexibility.

Competitive Landscape

The report provides both, qualitative and quantitative research of global edge AI ecosystem market, as well as provides comprehensive insights and development methods adopted by the key contenders. The report also offers extensive research on the key players in this market and details on the competitiveness of these players. Key business strategies such as mergers and acquisitions (M&A), affiliations, collaborations, and contracts adopted by these major market participants are also recognized and analyzed in the report. For each company, the report studies their global presence, competitors, service offerings and specification amongst others.

Some of the players operating in the global edge AI ecosystem market are:

Advanced Micro Devices, Inc
Advantech Co., Ltd.
Advian Oy
Atos SE
Blaize
Edge Impulse Inc.
Google LLC
Gorilla Technology Group
NVIDIA Corporation
ONE Tech, Inc.
Red Hat, Inc.
Run:ai
STMicroelectronics
Texas Instruments Incorporated.
viso.ai
Other Market Participants

Global Edge AI Ecosystem Market

By Offerings

Hardware
- Central Processing Unit (CPU)
- Graphics Processing Unit (GPU)
- Field Programmable Gate Arrays (FPGA)
- Application Specific Integrated Circuits (ASIC)
- Tensor Processing Unit
- Others
Solutions
Services

By Organization Size

Large scale organizations
Small and Medium scale organization

By End User Industry

Manufacturing/ Smart Factories
Energy and Utilities
Banking, Financial Services and Insurance
Building and Construction
Automotive
Government
Retail
Healthcare
Entertainment
Transportation and Logistics
Agriculture
Military
Others

By Region

North America (U.S., Canada, Mexico, Rest of North America)
Europe (France, The UK, Spain, Germany, Italy, Nordic Countries (Denmark, Finland, Iceland, Sweden, Norway), Benelux Union (Belgium, The Netherlands, Luxembourg), Rest of Europe)
Asia Pacific (China, Japan, India, New Zealand, Australia, South Korea, Southeast Asia (Indonesia, Thailand, Malaysia, Singapore, Rest of Southeast Asia), Rest of Asia Pacific)
Middle East & Africa (Saudi Arabia, UAE, Egypt, Kuwait, South Africa, Rest of Middle East & Africa)
Latin America (Brazil, Argentina, Rest of Latin America)

Table of Contents

1. Market Scope

1.1. Market Segmentation

1.2. Years Considered

1.2.1. Historic Years: 2015 - 2021

1.2.2. Base Year: 2022

1.2.3. Forecast Years: 2023 – 2031

2. Key Target Audiences

3. Research Methodology

3.1. Primary Research

3.1.1. Research Questionnaire

3.1.2. Global Percentage Breakdown

3.1.3. Primary Interviews: Key Opinion Leaders (KOLs)

3.2. Secondary Research

3.2.1. Paid Databases

3.2.2. Secondary Sources

3.3. Market Size Estimates

3.3.1. Top-Down Approach

3.3.2. Bottom-Up Approach

3.4. Data Triangulation Methodology

3.5. Research Assumptions

4. Recommendations and Insights from AMI’s Perspective**

5. Holistic Overview of Edge AI Ecosystem Market

6. Market Synopsis: Edge AI Ecosystem Market

7. Edge AI Ecosystem Market Analysis: Qualitative Perspective

7.1. Introduction

7.1.1. Product Definition

7.1.2. Industry Development

7.2. Market Dynamics

7.2.1. Drivers

7.2.2. Restraints

7.2.3. Opportunities

7.3. Trends in Edge AI Ecosystem Market

7.4. Market Determinants Radar Chart

7.5. Macro-Economic and Micro-Economic Indicators: Edge AI Ecosystem Market

7.6. Porter’s Five Force Analysis

7.7. Impact of Covid-19 on Edge AI Ecosystem Market

8. Global Edge AI Ecosystem Market Analysis and Forecasts, 2023 – 2031

8.1. Overview

8.1.1. Global Edge AI Ecosystem Market Revenue (US$ Mn)

8.2. Global Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

8.2.1. Hardware (Definition, Market Estimation and Penetration, 2015 - 2022, Market Estimation (2015 - 2022), Market Forecast (2023 - 2031), Compound Annual Growth Rate (CAGR), Regional Bifurcation (North America, Europe, Asia Pacific, Middle East and Africa, Latin America) and Information on Central Processing Unit (CPU) , Graphics Processing Unit (GPU), Field Programmable Gate Arrays (FPGA), Application Specific Integrated Circuits (ASIC), Tensor Processing Unit, Others)

8.2.1.1. Central Processing Unit (CPU)

8.2.1.2. Graphics Processing Unit (GPU)

8.2.1.3. Field Programmable Gate Arrays (FPGA)

8.2.1.4. Application Specific Integrated Circuits (ASIC)

8.2.1.5. Tensor Processing Unit

8.2.1.6. Others

8.2.2. Solutions

8.2.2.1. Definition

8.2.2.2. Market Estimation and Penetration, 2015 - 2022

8.2.2.3. Market Forecast, 2023 - 2031

8.2.2.4. Compound Annual Growth Rate (CAGR)

8.2.2.5. Regional Bifurcation

8.2.2.5.1. North America

8.2.2.5.1.1. Market Estimation, 2015 - 2022

8.2.2.5.1.2. Market Forecast, 2023 - 2031

8.2.2.5.2. Europe

8.2.2.5.2.1. Market Estimation, 2015 - 2022

8.2.2.5.2.2. Market Forecast, 2023 - 2031

8.2.2.5.3. Asia Pacific

8.2.2.5.3.1. Market Estimation, 2015 - 2022

8.2.2.5.3.2. Market Forecast, 2023 - 2031

8.2.2.5.4. Middle East and Africa

8.2.2.5.4.1. Market Estimation, 2015 - 2022

8.2.2.5.4.2. Market Forecast, 2023 - 2031

8.2.2.5.5. Latin America

8.2.2.5.5.1. Market Estimation, 2015 - 2022

8.2.2.5.5.2. Market Forecast, 2023 - 2031

8.2.3. Services

8.2.3.1. Definition

8.2.3.2. Market Estimation and Penetration, 2015 - 2022

8.2.3.3. Market Forecast, 2023 - 2031

8.2.3.4. Compound Annual Growth Rate (CAGR)

8.2.3.5. Regional Bifurcation

8.2.3.5.1. North America

8.2.3.5.1.1. Market Estimation, 2015 - 2022

8.2.3.5.1.2. Market Forecast, 2023 - 2031

8.2.3.5.2. Europe

8.2.3.5.2.1. Market Estimation, 2015 - 2022

8.2.3.5.2.2. Market Forecast, 2023 - 2031

8.2.3.5.3. Asia Pacific

8.2.3.5.3.1. Market Estimation, 2015 - 2022

8.2.3.5.3.2. Market Forecast, 2023 - 2031

8.2.3.5.4. Middle East and Africa

8.2.3.5.4.1. Market Estimation, 2015 - 2022

8.2.3.5.4.2. Market Forecast, 2023 - 2031

8.2.3.5.5. Latin America

8.2.3.5.5.1. Market Estimation, 2015 - 2022

8.2.3.5.5.2. Market Forecast, 2023 - 2031

8.3. Key Segment for Channeling Investments

8.3.1. By Offerings

9. Global Edge AI Ecosystem Market Analysis and Forecasts, 2023 – 2031

9.1. Overview

9.2. Global Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

9.2.1. Large scale organizations

9.2.1.1. Definition

9.2.1.2. Market Estimation and Penetration, 2015 - 2022

9.2.1.3. Market Forecast, 2023 - 2031

9.2.1.4. Compound Annual Growth Rate (CAGR)

9.2.1.5. Regional Bifurcation

9.2.1.5.1. North America

9.2.1.5.1.1. Market Estimation, 2015 - 2022

9.2.1.5.1.2. Market Forecast, 2023 - 2031

9.2.1.5.2. Europe

9.2.1.5.2.1. Market Estimation, 2015 - 2022

9.2.1.5.2.2. Market Forecast, 2023 - 2031

9.2.1.5.3. Asia Pacific

9.2.1.5.3.1. Market Estimation, 2015 - 2022

9.2.1.5.3.2. Market Forecast, 2023 - 2031

9.2.1.5.4. Middle East and Africa

9.2.1.5.4.1. Market Estimation, 2015 - 2022

9.2.1.5.4.2. Market Forecast, 2023 - 2031

9.2.1.5.5. Latin America

9.2.1.5.5.1. Market Estimation, 2015 - 2022

9.2.1.5.5.2. Market Forecast, 2023 - 2031

9.2.2. Small and Medium scale organization

9.2.2.1. Definition

9.2.2.2. Market Estimation and Penetration, 2015 - 2022

9.2.2.3. Market Forecast, 2023 - 2031

9.2.2.4. Compound Annual Growth Rate (CAGR)

9.2.2.5. Regional Bifurcation

9.2.2.5.1. North America

9.2.2.5.1.1. Market Estimation, 2015 - 2022

9.2.2.5.1.2. Market Forecast, 2023 - 2031

9.2.2.5.2. Europe

9.2.2.5.2.1. Market Estimation, 2015 - 2022

9.2.2.5.2.2. Market Forecast, 2023 - 2031

9.2.2.5.3. Asia Pacific

9.2.2.5.3.1. Market Estimation, 2015 - 2022

9.2.2.5.3.2. Market Forecast, 2023 - 2031

9.2.2.5.4. Middle East and Africa

9.2.2.5.4.1. Market Estimation, 2015 - 2022

9.2.2.5.4.2. Market Forecast, 2023 - 2031

9.2.2.5.5. Latin America

9.2.2.5.5.1. Market Estimation, 2015 - 2022

9.2.2.5.5.2. Market Forecast, 2023 - 2031

9.3. Key Segment for Channeling Investments

9.3.1. By Organization Size

10. Global Edge AI Ecosystem Market Analysis and Forecasts, 2023 – 2031

10.1. Overview

10.2. Global Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

10.2.1. Manufacturing/ Smart Factories

10.2.1.1. Definition

10.2.1.2. Market Estimation and Penetration, 2015 - 2022

10.2.1.3. Market Forecast, 2023 - 2031

10.2.1.4. Compound Annual Growth Rate (CAGR)

10.2.1.5. Regional Bifurcation

10.2.1.5.1. North America

10.2.1.5.1.1. Market Estimation, 2015 - 2022

10.2.1.5.1.2. Market Forecast, 2023 - 2031

10.2.1.5.2. Europe

10.2.1.5.2.1. Market Estimation, 2015 - 2022

10.2.1.5.2.2. Market Forecast, 2023 - 2031

10.2.1.5.3. Asia Pacific

10.2.1.5.3.1. Market Estimation, 2015 - 2022

10.2.1.5.3.2. Market Forecast, 2023 - 2031

10.2.1.5.4. Middle East and Africa

10.2.1.5.4.1. Market Estimation, 2015 - 2022

10.2.1.5.4.2. Market Forecast, 2023 - 2031

10.2.1.5.5. Latin America

10.2.1.5.5.1. Market Estimation, 2015 - 2022

10.2.1.5.5.2. Market Forecast, 2023 - 2031

10.2.2. Energy and Utilities

10.2.2.1. Definition

10.2.2.2. Market Estimation and Penetration, 2015 - 2022

10.2.2.3. Market Forecast, 2023 - 2031

10.2.2.4. Compound Annual Growth Rate (CAGR)

10.2.2.5. Regional Bifurcation

10.2.2.5.1. North America

10.2.2.5.1.1. Market Estimation, 2015 - 2022

10.2.2.5.1.2. Market Forecast, 2023 - 2031

10.2.2.5.2. Europe

10.2.2.5.2.1. Market Estimation, 2015 - 2022

10.2.2.5.2.2. Market Forecast, 2023 - 2031

10.2.2.5.3. Asia Pacific

10.2.2.5.3.1. Market Estimation, 2015 - 2022

10.2.2.5.3.2. Market Forecast, 2023 - 2031

10.2.2.5.4. Middle East and Africa

10.2.2.5.4.1. Market Estimation, 2015 - 2022

10.2.2.5.4.2. Market Forecast, 2023 - 2031

10.2.2.5.5. Latin America

10.2.2.5.5.1. Market Estimation, 2015 - 2022

10.2.2.5.5.2. Market Forecast, 2023 - 2031

10.2.3. Banking, Financial Services and Insurance

10.2.3.1. Definition

10.2.3.2. Market Estimation and Penetration, 2015 - 2022

10.2.3.3. Market Forecast, 2023 - 2031

10.2.3.4. Compound Annual Growth Rate (CAGR)

10.2.3.5. Regional Bifurcation

10.2.3.5.1. North America

10.2.3.5.1.1. Market Estimation, 2015 - 2022

10.2.3.5.1.2. Market Forecast, 2023 - 2031

10.2.3.5.2. Europe

10.2.3.5.2.1. Market Estimation, 2015 - 2022

10.2.3.5.2.2. Market Forecast, 2023 - 2031

10.2.3.5.3. Asia Pacific

10.2.3.5.3.1. Market Estimation, 2015 - 2022

10.2.3.5.3.2. Market Forecast, 2023 - 2031

10.2.3.5.4. Middle East and Africa

10.2.3.5.4.1. Market Estimation, 2015 - 2022

10.2.3.5.4.2. Market Forecast, 2023 - 2031

10.2.3.5.5. Latin America

10.2.3.5.5.1. Market Estimation, 2015 - 2022

10.2.3.5.5.2. Market Forecast, 2023 - 2031

10.2.4. Building and Construction

10.2.4.1. Definition

10.2.4.2. Market Estimation and Penetration, 2015 - 2022

10.2.4.3. Market Forecast, 2023 - 2031

10.2.4.4. Compound Annual Growth Rate (CAGR)

10.2.4.5. Regional Bifurcation

10.2.4.5.1. North America

10.2.4.5.1.1. Market Estimation, 2015 - 2022

10.2.4.5.1.2. Market Forecast, 2023 - 2031

10.2.4.5.2. Europe

10.2.4.5.2.1. Market Estimation, 2015 - 2022

10.2.4.5.2.2. Market Forecast, 2023 - 2031

10.2.4.5.3. Asia Pacific

10.2.4.5.3.1. Market Estimation, 2015 - 2022

10.2.4.5.3.2. Market Forecast, 2023 - 2031

10.2.4.5.4. Middle East and Africa

10.2.4.5.4.1. Market Estimation, 2015 - 2022

10.2.4.5.4.2. Market Forecast, 2023 - 2031

10.2.4.5.5. Latin America

10.2.4.5.5.1. Market Estimation, 2015 - 2022

10.2.4.5.5.2. Market Forecast, 2023 - 2031

10.2.5. Automotive

10.2.5.1. Definition

10.2.5.2. Market Estimation and Penetration, 2015 - 2022

10.2.5.3. Market Forecast, 2023 - 2031

10.2.5.4. Compound Annual Growth Rate (CAGR)

10.2.5.5. Regional Bifurcation

10.2.5.5.1. North America

10.2.5.5.1.1. Market Estimation, 2015 - 2022

10.2.5.5.1.2. Market Forecast, 2023 - 2031

10.2.5.5.2. Europe

10.2.5.5.2.1. Market Estimation, 2015 - 2022

10.2.5.5.2.2. Market Forecast, 2023 - 2031

10.2.5.5.3. Asia Pacific

10.2.5.5.3.1. Market Estimation, 2015 - 2022

10.2.5.5.3.2. Market Forecast, 2023 - 2031

10.2.5.5.4. Middle East and Africa

10.2.5.5.4.1. Market Estimation, 2015 - 2022

10.2.5.5.4.2. Market Forecast, 2023 - 2031

10.2.5.5.5. Latin America

10.2.5.5.5.1. Market Estimation, 2015 - 2022

10.2.5.5.5.2. Market Forecast, 2023 - 2031

10.2.6. Government

10.2.6.1. Definition

10.2.6.2. Market Estimation and Penetration, 2015 - 2022

10.2.6.3. Market Forecast, 2023 - 2031

10.2.6.4. Compound Annual Growth Rate (CAGR)

10.2.6.5. Regional Bifurcation

10.2.6.5.1. North America

10.2.6.5.1.1. Market Estimation, 2015 - 2022

10.2.6.5.1.2. Market Forecast, 2023 - 2031

10.2.6.5.2. Europe

10.2.6.5.2.1. Market Estimation, 2015 - 2022

10.2.6.5.2.2. Market Forecast, 2023 - 2031

10.2.6.5.3. Asia Pacific

10.2.6.5.3.1. Market Estimation, 2015 - 2022

10.2.6.5.3.2. Market Forecast, 2023 - 2031

10.2.6.5.4. Middle East and Africa

10.2.6.5.4.1. Market Estimation, 2015 - 2022

10.2.6.5.4.2. Market Forecast, 2023 - 2031

10.2.6.5.5. Latin America

10.2.6.5.5.1. Market Estimation, 2015 - 2022

10.2.6.5.5.2. Market Forecast, 2023 - 2031

10.2.7. Retail

10.2.7.1. Definition

10.2.7.2. Market Estimation and Penetration, 2015 - 2022

10.2.7.3. Market Forecast, 2023 - 2031

10.2.7.4. Compound Annual Growth Rate (CAGR)

10.2.7.5. Regional Bifurcation

10.2.7.5.1. North America

10.2.7.5.1.1. Market Estimation, 2015 - 2022

10.2.7.5.1.2. Market Forecast, 2023 - 2031

10.2.7.5.2. Europe

10.2.7.5.2.1. Market Estimation, 2015 - 2022

10.2.7.5.2.2. Market Forecast, 2023 - 2031

10.2.7.5.3. Asia Pacific

10.2.7.5.3.1. Market Estimation, 2015 - 2022

10.2.7.5.3.2. Market Forecast, 2023 - 2031

10.2.7.5.4. Middle East and Africa

10.2.7.5.4.1. Market Estimation, 2015 - 2022

10.2.7.5.4.2. Market Forecast, 2023 - 2031

10.2.7.5.5. Latin America

10.2.7.5.5.1. Market Estimation, 2015 - 2022

10.2.7.5.5.2. Market Forecast, 2023 - 2031

10.2.8. Healthcare

10.2.8.1. Definition

10.2.8.2. Market Estimation and Penetration, 2015 - 2022

10.2.8.3. Market Forecast, 2023 - 2031

10.2.8.4. Compound Annual Growth Rate (CAGR)

10.2.8.5. Regional Bifurcation

10.2.8.5.1. North America

10.2.8.5.1.1. Market Estimation, 2015 - 2022

10.2.8.5.1.2. Market Forecast, 2023 - 2031

10.2.8.5.2. Europe

10.2.8.5.2.1. Market Estimation, 2015 - 2022

10.2.8.5.2.2. Market Forecast, 2023 - 2031

10.2.8.5.3. Asia Pacific

10.2.8.5.3.1. Market Estimation, 2015 - 2022

10.2.8.5.3.2. Market Forecast, 2023 - 2031

10.2.8.5.4. Middle East and Africa

10.2.8.5.4.1. Market Estimation, 2015 - 2022

10.2.8.5.4.2. Market Forecast, 2023 - 2031

10.2.8.5.5. Latin America

10.2.8.5.5.1. Market Estimation, 2015 - 2022

10.2.8.5.5.2. Market Forecast, 2023 - 2031

10.2.9. Entertainment

10.2.9.1. Definition

10.2.9.2. Market Estimation and Penetration, 2015 - 2022

10.2.9.3. Market Forecast, 2023 - 2031

10.2.9.4. Compound Annual Growth Rate (CAGR)

10.2.9.5. Regional Bifurcation

10.2.9.5.1. North America

10.2.9.5.1.1. Market Estimation, 2015 - 2022

10.2.9.5.1.2. Market Forecast, 2023 - 2031

10.2.9.5.2. Europe

10.2.9.5.2.1. Market Estimation, 2015 - 2022

10.2.9.5.2.2. Market Forecast, 2023 - 2031

10.2.9.5.3. Asia Pacific

10.2.9.5.3.1. Market Estimation, 2015 - 2022

10.2.9.5.3.2. Market Forecast, 2023 - 2031

10.2.9.5.4. Middle East and Africa

10.2.9.5.4.1. Market Estimation, 2015 - 2022

10.2.9.5.4.2. Market Forecast, 2023 - 2031

10.2.9.5.5. Latin America

10.2.9.5.5.1. Market Estimation, 2015 - 2022

10.2.9.5.5.2. Market Forecast, 2023 - 2031

10.2.10. Transportation and Logistics

10.2.10.1. Definition

10.2.10.2. Market Estimation and Penetration, 2015 - 2022

10.2.10.3. Market Forecast, 2023 - 2031

10.2.10.4. Compound Annual Growth Rate (CAGR)

10.2.10.5. Regional Bifurcation

10.2.10.5.1. North America

10.2.10.5.1.1. Market Estimation, 2015 - 2022

10.2.10.5.1.2. Market Forecast, 2023 - 2031

10.2.10.5.2. Europe

10.2.10.5.2.1. Market Estimation, 2015 - 2022

10.2.10.5.2.2. Market Forecast, 2023 - 2031

10.2.10.5.3. Asia Pacific

10.2.10.5.3.1. Market Estimation, 2015 - 2022

10.2.10.5.3.2. Market Forecast, 2023 - 2031

10.2.10.5.4. Middle East and Africa

10.2.10.5.4.1. Market Estimation, 2015 - 2022

10.2.10.5.4.2. Market Forecast, 2023 - 2031

10.2.10.5.5. Latin America

10.2.10.5.5.1. Market Estimation, 2015 - 2022

10.2.10.5.5.2. Market Forecast, 2023 - 2031

10.2.11. Agriculture

10.2.11.1. Definition

10.2.11.2. Market Estimation and Penetration, 2015 - 2022

10.2.11.3. Market Forecast, 2023 - 2031

10.2.11.4. Compound Annual Growth Rate (CAGR)

10.2.11.5. Regional Bifurcation

10.2.11.5.1. North America

10.2.11.5.1.1. Market Estimation, 2015 - 2022

10.2.11.5.1.2. Market Forecast, 2023 - 2031

10.2.11.5.2. Europe

10.2.11.5.2.1. Market Estimation, 2015 - 2022

10.2.11.5.2.2. Market Forecast, 2023 - 2031

10.2.11.5.3. Asia Pacific

10.2.11.5.3.1. Market Estimation, 2015 - 2022

10.2.11.5.3.2. Market Forecast, 2023 - 2031

10.2.11.5.4. Middle East and Africa

10.2.11.5.4.1. Market Estimation, 2015 - 2022

10.2.11.5.4.2. Market Forecast, 2023 - 2031

10.2.11.5.5. Latin America

10.2.11.5.5.1. Market Estimation, 2015 - 2022

10.2.11.5.5.2. Market Forecast, 2023 - 2031

10.2.12. Military

10.2.12.1. Definition

10.2.12.2. Market Estimation and Penetration, 2015 - 2022

10.2.12.3. Market Forecast, 2023 - 2031

10.2.12.4. Compound Annual Growth Rate (CAGR)

10.2.12.5. Regional Bifurcation

10.2.12.5.1. North America

10.2.12.5.1.1. Market Estimation, 2015 - 2022

10.2.12.5.1.2. Market Forecast, 2023 - 2031

10.2.12.5.2. Europe

10.2.12.5.2.1. Market Estimation, 2015 - 2022

10.2.12.5.2.2. Market Forecast, 2023 - 2031

10.2.12.5.3. Asia Pacific

10.2.12.5.3.1. Market Estimation, 2015 - 2022

10.2.12.5.3.2. Market Forecast, 2023 - 2031

10.2.12.5.4. Middle East and Africa

10.2.12.5.4.1. Market Estimation, 2015 - 2022

10.2.12.5.4.2. Market Forecast, 2023 - 2031

10.2.12.5.5. Latin America

10.2.12.5.5.1. Market Estimation, 2015 - 2022

10.2.12.5.5.2. Market Forecast, 2023 - 2031

10.2.13. Others

10.2.13.1. Definition

10.2.13.2. Market Estimation and Penetration, 2015 - 2022

10.2.13.3. Market Forecast, 2023 - 2031

10.2.13.4. Compound Annual Growth Rate (CAGR)

10.2.13.5. Regional Bifurcation

10.2.13.5.1. North America

10.2.13.5.1.1. Market Estimation, 2015 - 2022

10.2.13.5.1.2. Market Forecast, 2023 - 2031

10.2.13.5.2. Europe

10.2.13.5.2.1. Market Estimation, 2015 - 2022

10.2.13.5.2.2. Market Forecast, 2023 - 2031

10.2.13.5.3. Asia Pacific

10.2.13.5.3.1. Market Estimation, 2015 - 2022

10.2.13.5.3.2. Market Forecast, 2023 - 2031

10.2.13.5.4. Middle East and Africa

10.2.13.5.4.1. Market Estimation, 2015 - 2022

10.2.13.5.4.2. Market Forecast, 2023 - 2031

10.2.13.5.5. Latin America

10.2.13.5.5.1. Market Estimation, 2015 - 2022

10.2.13.5.5.2. Market Forecast, 2023 - 2031

10.3. Key Segment for Channeling Investments

10.3.1. By End User Industry

11. North America Edge AI Ecosystem Market Analysis and Forecasts, 2023 - 2031

11.1. Overview

11.1.1. North America Edge AI Ecosystem Market Revenue (US$ Mn)

11.2. North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

11.2.1. Hardware

11.2.1.1. Central Processing Unit (CPU)

11.2.1.2. Graphics Processing Unit (GPU)

11.2.1.3. Field Programmable Gate Arrays (FPGA)

11.2.1.4. Application Specific Integrated Circuits (ASIC)

11.2.1.5. Tensor Processing Unit

11.2.1.6. Others

11.2.2. Solutions

11.2.3. Services

11.3. North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

11.3.1. Large scale organizations

11.3.2. Small and Medium scale organization

11.4. North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

11.4.1. Manufacturing/ Smart Factories

11.4.2. Energy and Utilities

11.4.3. Banking, Financial Services and Insurance

11.4.4. Building and Construction

11.4.5. Automotive

11.4.6. Government

11.4.7. Retail

11.4.8. Healthcare

11.4.9. Entertainment

11.4.10. Transportation and Logistics

11.4.11. Agriculture

11.4.12. Military

11.4.13. Others

11.5. North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

11.5.1. U.S

11.5.1.1. U.S Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

11.5.1.1.1. Hardware

11.5.1.1.1.1. Central Processing Unit (CPU)

11.5.1.1.1.2. Graphics Processing Unit (GPU)

11.5.1.1.1.3. Field Programmable Gate Arrays (FPGA)

11.5.1.1.1.4. Application Specific Integrated Circuits (ASIC)

11.5.1.1.1.5. Tensor Processing Unit

11.5.1.1.1.6. Others

11.5.1.1.2. Solutions

11.5.1.1.3. Services

11.5.1.2. U.S Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

11.5.1.2.1. Large scale organizations

11.5.1.2.2. Small and Medium scale organization

11.5.1.3. U.S Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

11.5.1.3.1. Manufacturing/ Smart Factories

11.5.1.3.2. Energy and Utilities

11.5.1.3.3. Banking, Financial Services and Insurance

11.5.1.3.4. Building and Construction

11.5.1.3.5. Automotive

11.5.1.3.6. Government

11.5.1.3.7. Retail

11.5.1.3.8. Healthcare

11.5.1.3.9. Entertainment

11.5.1.3.10. Transportation and Logistics

11.5.1.3.11. Agriculture

11.5.1.3.12. Military

11.5.1.3.13. Others

11.5.2. Canada

11.5.2.1. Canada Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

11.5.2.1.1. Hardware

11.5.2.1.1.1. Central Processing Unit (CPU)

11.5.2.1.1.2. Graphics Processing Unit (GPU)

11.5.2.1.1.3. Field Programmable Gate Arrays (FPGA)

11.5.2.1.1.4. Application Specific Integrated Circuits (ASIC)

11.5.2.1.1.5. Tensor Processing Unit

11.5.2.1.1.6. Others

11.5.2.1.2. Solutions

11.5.2.1.3. Services

11.5.2.2. Canada Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

11.5.2.2.1. Large scale organizations

11.5.2.2.2. Small and Medium scale organization

11.5.2.3. Canada Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

11.5.2.3.1. Manufacturing/ Smart Factories

11.5.2.3.2. Energy and Utilities

11.5.2.3.3. Banking, Financial Services and Insurance

11.5.2.3.4. Building and Construction

11.5.2.3.5. Automotive

11.5.2.3.6. Government

11.5.2.3.7. Retail

11.5.2.3.8. Healthcare

11.5.2.3.9. Entertainment

11.5.2.3.10. Transportation and Logistics

11.5.2.3.11. Agriculture

11.5.2.3.12. Military

11.5.2.3.13. Others

11.5.3. Mexico

11.5.3.1. Mexico Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

11.5.3.1.1. Hardware

11.5.3.1.1.1. Central Processing Unit (CPU)

11.5.3.1.1.2. Graphics Processing Unit (GPU)

11.5.3.1.1.3. Field Programmable Gate Arrays (FPGA)

11.5.3.1.1.4. Application Specific Integrated Circuits (ASIC)

11.5.3.1.1.5. Tensor Processing Unit

11.5.3.1.1.6. Others

11.5.3.1.2. Solutions

11.5.3.1.3. Services

11.5.3.2. Mexico Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

11.5.3.2.1. Large scale organizations

11.5.3.2.2. Small and Medium scale organization

11.5.3.3. Mexico Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

11.5.3.3.1. Manufacturing/ Smart Factories

11.5.3.3.2. Energy and Utilities

11.5.3.3.3. Banking, Financial Services and Insurance

11.5.3.3.4. Building and Construction

11.5.3.3.5. Automotive

11.5.3.3.6. Government

11.5.3.3.7. Retail

11.5.3.3.8. Healthcare

11.5.3.3.9. Entertainment

11.5.3.3.10. Transportation and Logistics

11.5.3.3.11. Agriculture

11.5.3.3.12. Military

11.5.3.3.13. Others

11.5.4. Rest of North America

11.5.4.1. Rest of North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

11.5.4.1.1. Hardware

11.5.4.1.1.1. Central Processing Unit (CPU)

11.5.4.1.1.2. Graphics Processing Unit (GPU)

11.5.4.1.1.3. Field Programmable Gate Arrays (FPGA)

11.5.4.1.1.4. Application Specific Integrated Circuits (ASIC)

11.5.4.1.1.5. Tensor Processing Unit

11.5.4.1.1.6. Others

11.5.4.1.2. Solutions

11.5.4.1.3. Services

11.5.4.2. Rest of North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

11.5.4.2.1. Large scale organizations

11.5.4.2.2. Small and Medium scale organization

11.5.4.3. Rest of North America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

11.5.4.3.1. Manufacturing/ Smart Factories

11.5.4.3.2. Energy and Utilities

11.5.4.3.3. Banking, Financial Services and Insurance

11.5.4.3.4. Building and Construction

11.5.4.3.5. Automotive

11.5.4.3.6. Government

11.5.4.3.7. Retail

11.5.4.3.8. Healthcare

11.5.4.3.9. Entertainment

11.5.4.3.10. Transportation and Logistics

11.5.4.3.11. Agriculture

11.5.4.3.12. Military

11.5.4.3.13. Others

11.6. Key Segment for Channeling Investments

11.6.1. By Country

11.6.2. By Offerings

11.6.3. By Organization Size

11.6.4. By End User Industry

12. Europe Edge AI Ecosystem Market Analysis and Forecasts, 2023 - 2031

12.1. Overview

12.1.1. Europe Edge AI Ecosystem Market Revenue (US$ Mn)

12.2. Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.2.1. Hardware

12.2.1.1. Central Processing Unit (CPU)

12.2.1.2. Graphics Processing Unit (GPU)

12.2.1.3. Field Programmable Gate Arrays (FPGA)

12.2.1.4. Application Specific Integrated Circuits (ASIC)

12.2.1.5. Tensor Processing Unit

12.2.1.6. Others

12.2.2. Solutions

12.2.3. Services

12.3. Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.3.1. Large scale organizations

12.3.2. Small and Medium scale organization

12.4. Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.4.1. Manufacturing/ Smart Factories

12.4.2. Energy and Utilities

12.4.3. Banking, Financial Services and Insurance

12.4.4. Building and Construction

12.4.5. Automotive

12.4.6. Government

12.4.7. Retail

12.4.8. Healthcare

12.4.9. Entertainment

12.4.10. Transportation and Logistics

12.4.11. Agriculture

12.4.12. Military

12.4.13. Others

12.5. Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

12.5.1. France

12.5.1.1. France Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.1.1.1. Hardware

12.5.1.1.1.1. Central Processing Unit (CPU)

12.5.1.1.1.2. Graphics Processing Unit (GPU)

12.5.1.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.1.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.1.1.1.5. Tensor Processing Unit

12.5.1.1.1.6. Others

12.5.1.1.2. Solutions

12.5.1.1.3. Services

12.5.1.2. France Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.1.2.1. Large scale organizations

12.5.1.2.2. Small and Medium scale organization

12.5.1.3. France Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.1.3.1. Manufacturing/ Smart Factories

12.5.1.3.2. Energy and Utilities

12.5.1.3.3. Banking, Financial Services and Insurance

12.5.1.3.4. Building and Construction

12.5.1.3.5. Automotive

12.5.1.3.6. Government

12.5.1.3.7. Retail

12.5.1.3.8. Healthcare

12.5.1.3.9. Entertainment

12.5.1.3.10. Transportation and Logistics

12.5.1.3.11. Agriculture

12.5.1.3.12. Military

12.5.1.3.13. Others

12.5.2. The UK

12.5.2.1. The UK Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.2.1.1. Hardware

12.5.2.1.1.1. Central Processing Unit (CPU)

12.5.2.1.1.2. Graphics Processing Unit (GPU)

12.5.2.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.2.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.2.1.1.5. Tensor Processing Unit

12.5.2.1.1.6. Others

12.5.2.1.2. Solutions

12.5.2.1.3. Services

12.5.2.2. The UK Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.2.2.1. Large scale organizations

12.5.2.2.2. Small and Medium scale organization

12.5.2.3. The UK Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.2.3.1. Manufacturing/ Smart Factories

12.5.2.3.2. Energy and Utilities

12.5.2.3.3. Banking, Financial Services and Insurance

12.5.2.3.4. Building and Construction

12.5.2.3.5. Automotive

12.5.2.3.6. Government

12.5.2.3.7. Retail

12.5.2.3.8. Healthcare

12.5.2.3.9. Entertainment

12.5.2.3.10. Transportation and Logistics

12.5.2.3.11. Agriculture

12.5.2.3.12. Military

12.5.2.3.13. Others

12.5.3. Spain

12.5.3.1. Spain Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.3.1.1. Hardware

12.5.3.1.1.1. Central Processing Unit (CPU)

12.5.3.1.1.2. Graphics Processing Unit (GPU)

12.5.3.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.3.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.3.1.1.5. Tensor Processing Unit

12.5.3.1.1.6. Others

12.5.3.1.2. Solutions

12.5.3.1.3. Services

12.5.3.2. Spain Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.3.2.1. Large scale organizations

12.5.3.2.2. Small and Medium scale organization

12.5.3.3. Spain Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.3.3.1. Manufacturing/ Smart Factories

12.5.3.3.2. Energy and Utilities

12.5.3.3.3. Banking, Financial Services and Insurance

12.5.3.3.4. Building and Construction

12.5.3.3.5. Automotive

12.5.3.3.6. Government

12.5.3.3.7. Retail

12.5.3.3.8. Healthcare

12.5.3.3.9. Entertainment

12.5.3.3.10. Transportation and Logistics

12.5.3.3.11. Agriculture

12.5.3.3.12. Military

12.5.3.3.13. Others

12.5.4. Germany

12.5.4.1. Germany Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.4.1.1. Hardware

12.5.4.1.1.1. Central Processing Unit (CPU)

12.5.4.1.1.2. Graphics Processing Unit (GPU)

12.5.4.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.4.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.4.1.1.5. Tensor Processing Unit

12.5.4.1.1.6. Others

12.5.4.1.2. Solutions

12.5.4.1.3. Services

12.5.4.2. Germany Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.4.2.1. Large scale organizations

12.5.4.2.2. Small and Medium scale organization

12.5.4.3. Germany Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.4.3.1. Manufacturing/ Smart Factories

12.5.4.3.2. Energy and Utilities

12.5.4.3.3. Banking, Financial Services and Insurance

12.5.4.3.4. Building and Construction

12.5.4.3.5. Automotive

12.5.4.3.6. Government

12.5.4.3.7. Retail

12.5.4.3.8. Healthcare

12.5.4.3.9. Entertainment

12.5.4.3.10. Transportation and Logistics

12.5.4.3.11. Agriculture

12.5.4.3.12. Military

12.5.4.3.13. Others

12.5.5. Italy

12.5.5.1. Italy Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.5.1.1. Hardware

12.5.5.1.1.1. Central Processing Unit (CPU)

12.5.5.1.1.2. Graphics Processing Unit (GPU)

12.5.5.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.5.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.5.1.1.5. Tensor Processing Unit

12.5.5.1.1.6. Others

12.5.5.1.2. Solutions

12.5.5.1.3. Services

12.5.5.2. Italy Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.5.2.1. Large scale organizations

12.5.5.2.2. Small and Medium scale organization

12.5.5.3. Italy Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.5.3.1. Manufacturing/ Smart Factories

12.5.5.3.2. Energy and Utilities

12.5.5.3.3. Banking, Financial Services and Insurance

12.5.5.3.4. Building and Construction

12.5.5.3.5. Automotive

12.5.5.3.6. Government

12.5.5.3.7. Retail

12.5.5.3.8. Healthcare

12.5.5.3.9. Entertainment

12.5.5.3.10. Transportation and Logistics

12.5.5.3.11. Agriculture

12.5.5.3.12. Military

12.5.5.3.13. Others

12.5.6. Nordic Countries

12.5.6.1. Nordic Countries Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.6.1.1. Hardware

12.5.6.1.1.1. Central Processing Unit (CPU)

12.5.6.1.1.2. Graphics Processing Unit (GPU)

12.5.6.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.6.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.6.1.1.5. Tensor Processing Unit

12.5.6.1.1.6. Others

12.5.6.1.2. Solutions

12.5.6.1.3. Services

12.5.6.2. Nordic Countries Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.6.2.1. Large scale organizations

12.5.6.2.2. Small and Medium scale organization

12.5.6.3. Nordic Countries Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.6.3.1. Manufacturing/ Smart Factories

12.5.6.3.2. Energy and Utilities

12.5.6.3.3. Banking, Financial Services and Insurance

12.5.6.3.4. Building and Construction

12.5.6.3.5. Automotive

12.5.6.3.6. Government

12.5.6.3.7. Retail

12.5.6.3.8. Healthcare

12.5.6.3.9. Entertainment

12.5.6.3.10. Transportation and Logistics

12.5.6.3.11. Agriculture

12.5.6.3.12. Military

12.5.6.3.13. Others

12.5.6.4. Nordic Countries Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

12.5.6.4.1. Denmark

12.5.6.4.2. Finland

12.5.6.4.3. Iceland

12.5.6.4.4. Sweden

12.5.6.4.5. Norway

12.5.7. Benelux Union

12.5.7.1. Benelux Union Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.7.1.1. Hardware

12.5.7.1.1.1. Central Processing Unit (CPU)

12.5.7.1.1.2. Graphics Processing Unit (GPU)

12.5.7.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.7.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.7.1.1.5. Tensor Processing Unit

12.5.7.1.1.6. Others

12.5.7.1.2. Solutions

12.5.7.1.3. Services

12.5.7.2. Benelux Union Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.7.2.1. Large scale organizations

12.5.7.2.2. Small and Medium scale organization

12.5.7.3. Benelux Union Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.7.3.1. Manufacturing/ Smart Factories

12.5.7.3.2. Energy and Utilities

12.5.7.3.3. Banking, Financial Services and Insurance

12.5.7.3.4. Building and Construction

12.5.7.3.5. Automotive

12.5.7.3.6. Government

12.5.7.3.7. Retail

12.5.7.3.8. Healthcare

12.5.7.3.9. Entertainment

12.5.7.3.10. Transportation and Logistics

12.5.7.3.11. Agriculture

12.5.7.3.12. Military

12.5.7.3.13. Others

12.5.7.4. Benelux Union Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

12.5.7.4.1. Belgium

12.5.7.4.2. The Netherlands

12.5.7.4.3. Luxembourg

12.5.8. Rest of Europe

12.5.8.1. Rest of Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

12.5.8.1.1. Hardware

12.5.8.1.1.1. Central Processing Unit (CPU)

12.5.8.1.1.2. Graphics Processing Unit (GPU)

12.5.8.1.1.3. Field Programmable Gate Arrays (FPGA)

12.5.8.1.1.4. Application Specific Integrated Circuits (ASIC)

12.5.8.1.1.5. Tensor Processing Unit

12.5.8.1.1.6. Others

12.5.8.1.2. Solutions

12.5.8.1.3. Services

12.5.8.2. Rest of Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

12.5.8.2.1. Large scale organizations

12.5.8.2.2. Small and Medium scale organization

12.5.8.3. Rest of Europe Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

12.5.8.3.1. Manufacturing/ Smart Factories

12.5.8.3.2. Energy and Utilities

12.5.8.3.3. Banking, Financial Services and Insurance

12.5.8.3.4. Building and Construction

12.5.8.3.5. Automotive

12.5.8.3.6. Government

12.5.8.3.7. Retail

12.5.8.3.8. Healthcare

12.5.8.3.9. Entertainment

12.5.8.3.10. Transportation and Logistics

12.5.8.3.11. Agriculture

12.5.8.3.12. Military

12.5.8.3.13. Others

12.6. Key Segment for Channeling Investments

12.6.1. By Country

12.6.2. By Offerings

12.6.3. By Organization Size

12.6.4. By End User Industry

13. Asia Pacific Edge AI Ecosystem Market Analysis and Forecasts, 2023 - 2031

13.1. Overview

13.1.1. Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn)

13.2. Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.2.1. Hardware

13.2.1.1. Central Processing Unit (CPU)

13.2.1.2. Graphics Processing Unit (GPU)

13.2.1.3. Field Programmable Gate Arrays (FPGA)

13.2.1.4. Application Specific Integrated Circuits (ASIC)

13.2.1.5. Tensor Processing Unit

13.2.1.6. Others

13.2.2. Solutions

13.2.3. Services

13.3. Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.3.1. Large scale organizations

13.3.2. Small and Medium scale organization

13.4. Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.4.1. Manufacturing/ Smart Factories

13.4.2. Energy and Utilities

13.4.3. Banking, Financial Services and Insurance

13.4.4. Building and Construction

13.4.5. Automotive

13.4.6. Government

13.4.7. Retail

13.4.8. Healthcare

13.4.9. Entertainment

13.4.10. Transportation and Logistics

13.4.11. Agriculture

13.4.12. Military

13.4.13. Others

13.5. Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

13.5.1. China

13.5.1.1. China Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.1.1.1. Hardware

13.5.1.1.1.1. Central Processing Unit (CPU)

13.5.1.1.1.2. Graphics Processing Unit (GPU)

13.5.1.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.1.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.1.1.1.5. Tensor Processing Unit

13.5.1.1.1.6. Others

13.5.1.1.2. Solutions

13.5.1.1.3. Services

13.5.1.2. China Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.1.2.1. Large scale organizations

13.5.1.2.2. Small and Medium scale organization

13.5.1.3. China Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.1.3.1. Manufacturing/ Smart Factories

13.5.1.3.2. Energy and Utilities

13.5.1.3.3. Banking, Financial Services and Insurance

13.5.1.3.4. Building and Construction

13.5.1.3.5. Automotive

13.5.1.3.6. Government

13.5.1.3.7. Retail

13.5.1.3.8. Healthcare

13.5.1.3.9. Entertainment

13.5.1.3.10. Transportation and Logistics

13.5.1.3.11. Agriculture

13.5.1.3.12. Military

13.5.1.3.13. Others

13.5.2. Japan

13.5.2.1. Japan Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.2.1.1. Hardware

13.5.2.1.1.1. Central Processing Unit (CPU)

13.5.2.1.1.2. Graphics Processing Unit (GPU)

13.5.2.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.2.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.2.1.1.5. Tensor Processing Unit

13.5.2.1.1.6. Others

13.5.2.1.2. Solutions

13.5.2.1.3. Services

13.5.2.2. Japan Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.2.2.1. Large scale organizations

13.5.2.2.2. Small and Medium scale organization

13.5.2.3. Japan Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.2.3.1. Manufacturing/ Smart Factories

13.5.2.3.2. Energy and Utilities

13.5.2.3.3. Banking, Financial Services and Insurance

13.5.2.3.4. Building and Construction

13.5.2.3.5. Automotive

13.5.2.3.6. Government

13.5.2.3.7. Retail

13.5.2.3.8. Healthcare

13.5.2.3.9. Entertainment

13.5.2.3.10. Transportation and Logistics

13.5.2.3.11. Agriculture

13.5.2.3.12. Military

13.5.2.3.13. Others

13.5.3. India

13.5.3.1. India Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.3.1.1. Hardware

13.5.3.1.1.1. Central Processing Unit (CPU)

13.5.3.1.1.2. Graphics Processing Unit (GPU)

13.5.3.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.3.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.3.1.1.5. Tensor Processing Unit

13.5.3.1.1.6. Others

13.5.3.1.2. Solutions

13.5.3.1.3. Services

13.5.3.2. India Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.3.2.1. Large scale organizations

13.5.3.2.2. Small and Medium scale organization

13.5.3.3. India Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.3.3.1. Manufacturing/ Smart Factories

13.5.3.3.2. Energy and Utilities

13.5.3.3.3. Banking, Financial Services and Insurance

13.5.3.3.4. Building and Construction

13.5.3.3.5. Automotive

13.5.3.3.6. Government

13.5.3.3.7. Retail

13.5.3.3.8. Healthcare

13.5.3.3.9. Entertainment

13.5.3.3.10. Transportation and Logistics

13.5.3.3.11. Agriculture

13.5.3.3.12. Military

13.5.3.3.13. Others

13.5.4. New Zealand

13.5.4.1. New Zealand Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.4.1.1. Hardware

13.5.4.1.1.1. Central Processing Unit (CPU)

13.5.4.1.1.2. Graphics Processing Unit (GPU)

13.5.4.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.4.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.4.1.1.5. Tensor Processing Unit

13.5.4.1.1.6. Others

13.5.4.1.2. Solutions

13.5.4.1.3. Services

13.5.4.2. New Zealand Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.4.2.1. Large scale organizations

13.5.4.2.2. Small and Medium scale organization

13.5.4.3. New Zealand Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.4.3.1. Manufacturing/ Smart Factories

13.5.4.3.2. Energy and Utilities

13.5.4.3.3. Banking, Financial Services and Insurance

13.5.4.3.4. Building and Construction

13.5.4.3.5. Automotive

13.5.4.3.6. Government

13.5.4.3.7. Retail

13.5.4.3.8. Healthcare

13.5.4.3.9. Entertainment

13.5.4.3.10. Transportation and Logistics

13.5.4.3.11. Agriculture

13.5.4.3.12. Military

13.5.4.3.13. Others

13.5.5. Australia

13.5.5.1. Australia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.5.1.1. Hardware

13.5.5.1.1.1. Central Processing Unit (CPU)

13.5.5.1.1.2. Graphics Processing Unit (GPU)

13.5.5.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.5.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.5.1.1.5. Tensor Processing Unit

13.5.5.1.1.6. Others

13.5.5.1.2. Solutions

13.5.5.1.3. Services

13.5.5.2. Australia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.5.2.1. Large scale organizations

13.5.5.2.2. Small and Medium scale organization

13.5.5.3. Australia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.5.3.1. Manufacturing/ Smart Factories

13.5.5.3.2. Energy and Utilities

13.5.5.3.3. Banking, Financial Services and Insurance

13.5.5.3.4. Building and Construction

13.5.5.3.5. Automotive

13.5.5.3.6. Government

13.5.5.3.7. Retail

13.5.5.3.8. Healthcare

13.5.5.3.9. Entertainment

13.5.5.3.10. Transportation and Logistics

13.5.5.3.11. Agriculture

13.5.5.3.12. Military

13.5.5.3.13. Others

13.5.6. South Korea

13.5.6.1. South Korea Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.6.1.1. Hardware

13.5.6.1.1.1. Central Processing Unit (CPU)

13.5.6.1.1.2. Graphics Processing Unit (GPU)

13.5.6.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.6.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.6.1.1.5. Tensor Processing Unit

13.5.6.1.1.6. Others

13.5.6.1.2. Solutions

13.5.6.1.3. Services

13.5.6.2. South Korea Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.6.2.1. Large scale organizations

13.5.6.2.2. Small and Medium scale organization

13.5.6.3. South Korea Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.6.3.1. Manufacturing/ Smart Factories

13.5.6.3.2. Energy and Utilities

13.5.6.3.3. Banking, Financial Services and Insurance

13.5.6.3.4. Building and Construction

13.5.6.3.5. Automotive

13.5.6.3.6. Government

13.5.6.3.7. Retail

13.5.6.3.8. Healthcare

13.5.6.3.9. Entertainment

13.5.6.3.10. Transportation and Logistics

13.5.6.3.11. Agriculture

13.5.6.3.12. Military

13.5.6.3.13. Others

13.5.7. Southeast Asia

13.5.7.1. Southeast Asia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.7.1.1. Hardware

13.5.7.1.1.1. Central Processing Unit (CPU)

13.5.7.1.1.2. Graphics Processing Unit (GPU)

13.5.7.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.7.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.7.1.1.5. Tensor Processing Unit

13.5.7.1.1.6. Others

13.5.7.1.2. Solutions

13.5.7.1.3. Services

13.5.7.2. Southeast Asia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.7.2.1. Large scale organizations

13.5.7.2.2. Small and Medium scale organization

13.5.7.3. Southeast Asia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.7.3.1. Manufacturing/ Smart Factories

13.5.7.3.2. Energy and Utilities

13.5.7.3.3. Banking, Financial Services and Insurance

13.5.7.3.4. Building and Construction

13.5.7.3.5. Automotive

13.5.7.3.6. Government

13.5.7.3.7. Retail

13.5.7.3.8. Healthcare

13.5.7.3.9. Entertainment

13.5.7.3.10. Transportation and Logistics

13.5.7.3.11. Agriculture

13.5.7.3.12. Military

13.5.7.3.13. Others

13.5.7.4. Southeast Asia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

13.5.7.4.1. Indonesia

13.5.7.4.2. Thailand

13.5.7.4.3. Malaysia

13.5.7.4.4. Singapore

13.5.7.4.5. Rest of Southeast Asia

13.5.8. Rest of Asia Pacific

13.5.8.1. Rest of Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

13.5.8.1.1. Hardware

13.5.8.1.1.1. Central Processing Unit (CPU)

13.5.8.1.1.2. Graphics Processing Unit (GPU)

13.5.8.1.1.3. Field Programmable Gate Arrays (FPGA)

13.5.8.1.1.4. Application Specific Integrated Circuits (ASIC)

13.5.8.1.1.5. Tensor Processing Unit

13.5.8.1.1.6. Others

13.5.8.1.2. Solutions

13.5.8.1.3. Services

13.5.8.2. Rest of Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

13.5.8.2.1. Large scale organizations

13.5.8.2.2. Small and Medium scale organization

13.5.8.3. Rest of Asia Pacific Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

13.5.8.3.1. Manufacturing/ Smart Factories

13.5.8.3.2. Energy and Utilities

13.5.8.3.3. Banking, Financial Services and Insurance

13.5.8.3.4. Building and Construction

13.5.8.3.5. Automotive

13.5.8.3.6. Government

13.5.8.3.7. Retail

13.5.8.3.8. Healthcare

13.5.8.3.9. Entertainment

13.5.8.3.10. Transportation and Logistics

13.5.8.3.11. Agriculture

13.5.8.3.12. Military

13.5.8.3.13. Others

13.6. Key Segment for Channeling Investments

13.6.1. By Country

13.6.2. By Offerings

13.6.3. By Organization Size

13.6.4. By End User Industry

14. Middle East and Africa Edge AI Ecosystem Market Analysis and Forecasts, 2023 - 2031

14.1. Overview

14.1.1. Middle East and Africa Edge AI Ecosystem Market Revenue (US$ Mn)

14.2. Middle East and Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.2.1. Hardware

14.2.1.1. Central Processing Unit (CPU)

14.2.1.2. Graphics Processing Unit (GPU)

14.2.1.3. Field Programmable Gate Arrays (FPGA)

14.2.1.4. Application Specific Integrated Circuits (ASIC)

14.2.1.5. Tensor Processing Unit

14.2.1.6. Others

14.2.2. Solutions

14.2.3. Services

14.3. Middle East and Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.3.1. Large scale organizations

14.3.2. Small and Medium scale organization

14.4. Middle East and Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.4.1. Manufacturing/ Smart Factories

14.4.2. Energy and Utilities

14.4.3. Banking, Financial Services and Insurance

14.4.4. Building and Construction

14.4.5. Automotive

14.4.6. Government

14.4.7. Retail

14.4.8. Healthcare

14.4.9. Entertainment

14.4.10. Transportation and Logistics

14.4.11. Agriculture

14.4.12. Military

14.4.13. Others

14.5. Middle East and Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

14.5.1. Saudi Arabia

14.5.1.1. Saudi Arabia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.5.1.1.1. Hardware

14.5.1.1.1.1. Central Processing Unit (CPU)

14.5.1.1.1.2. Graphics Processing Unit (GPU)

14.5.1.1.1.3. Field Programmable Gate Arrays (FPGA)

14.5.1.1.1.4. Application Specific Integrated Circuits (ASIC)

14.5.1.1.1.5. Tensor Processing Unit

14.5.1.1.1.6. Others

14.5.1.1.2. Solutions

14.5.1.1.3. Services

14.5.1.2. Saudi Arabia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.5.1.2.1. Large scale organizations

14.5.1.2.2. Small and Medium scale organization

14.5.1.3. Saudi Arabia Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.5.1.3.1. Manufacturing/ Smart Factories

14.5.1.3.2. Energy and Utilities

14.5.1.3.3. Banking, Financial Services and Insurance

14.5.1.3.4. Building and Construction

14.5.1.3.5. Automotive

14.5.1.3.6. Government

14.5.1.3.7. Retail

14.5.1.3.8. Healthcare

14.5.1.3.9. Entertainment

14.5.1.3.10. Transportation and Logistics

14.5.1.3.11. Agriculture

14.5.1.3.12. Military

14.5.1.3.13. Others

14.5.2. UAE

14.5.2.1. UAE Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.5.2.1.1. Hardware

14.5.2.1.1.1. Central Processing Unit (CPU)

14.5.2.1.1.2. Graphics Processing Unit (GPU)

14.5.2.1.1.3. Field Programmable Gate Arrays (FPGA)

14.5.2.1.1.4. Application Specific Integrated Circuits (ASIC)

14.5.2.1.1.5. Tensor Processing Unit

14.5.2.1.1.6. Others

14.5.2.1.2. Solutions

14.5.2.1.3. Services

14.5.2.2. UAE Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.5.2.2.1. Large scale organizations

14.5.2.2.2. Small and Medium scale organization

14.5.2.3. UAE Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.5.2.3.1. Manufacturing/ Smart Factories

14.5.2.3.2. Energy and Utilities

14.5.2.3.3. Banking, Financial Services and Insurance

14.5.2.3.4. Building and Construction

14.5.2.3.5. Automotive

14.5.2.3.6. Government

14.5.2.3.7. Retail

14.5.2.3.8. Healthcare

14.5.2.3.9. Entertainment

14.5.2.3.10. Transportation and Logistics

14.5.2.3.11. Agriculture

14.5.2.3.12. Military

14.5.2.3.13. Others

14.5.3. Egypt

14.5.3.1. Egypt Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.5.3.1.1. Hardware

14.5.3.1.1.1. Central Processing Unit (CPU)

14.5.3.1.1.2. Graphics Processing Unit (GPU)

14.5.3.1.1.3. Field Programmable Gate Arrays (FPGA)

14.5.3.1.1.4. Application Specific Integrated Circuits (ASIC)

14.5.3.1.1.5. Tensor Processing Unit

14.5.3.1.1.6. Others

14.5.3.1.2. Solutions

14.5.3.1.3. Services

14.5.3.2. Egypt Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.5.3.2.1. Large scale organizations

14.5.3.2.2. Small and Medium scale organization

14.5.3.3. Egypt Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.5.3.3.1. Manufacturing/ Smart Factories

14.5.3.3.2. Energy and Utilities

14.5.3.3.3. Banking, Financial Services and Insurance

14.5.3.3.4. Building and Construction

14.5.3.3.5. Automotive

14.5.3.3.6. Government

14.5.3.3.7. Retail

14.5.3.3.8. Healthcare

14.5.3.3.9. Entertainment

14.5.3.3.10. Transportation and Logistics

14.5.3.3.11. Agriculture

14.5.3.3.12. Military

14.5.3.3.13. Others

14.5.4. Kuwait

14.5.4.1. Kuwait Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.5.4.1.1. Hardware

14.5.4.1.1.1. Central Processing Unit (CPU)

14.5.4.1.1.2. Graphics Processing Unit (GPU)

14.5.4.1.1.3. Field Programmable Gate Arrays (FPGA)

14.5.4.1.1.4. Application Specific Integrated Circuits (ASIC)

14.5.4.1.1.5. Tensor Processing Unit

14.5.4.1.1.6. Others

14.5.4.1.2. Solutions

14.5.4.1.3. Services

14.5.4.2. Kuwait Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.5.4.2.1. Large scale organizations

14.5.4.2.2. Small and Medium scale organization

14.5.4.3. Kuwait Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.5.4.3.1. Manufacturing/ Smart Factories

14.5.4.3.2. Energy and Utilities

14.5.4.3.3. Banking, Financial Services and Insurance

14.5.4.3.4. Building and Construction

14.5.4.3.5. Automotive

14.5.4.3.6. Government

14.5.4.3.7. Retail

14.5.4.3.8. Healthcare

14.5.4.3.9. Entertainment

14.5.4.3.10. Transportation and Logistics

14.5.4.3.11. Agriculture

14.5.4.3.12. Military

14.5.4.3.13. Others

14.5.5. South Africa

14.5.5.1. South Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.5.5.1.1. Hardware

14.5.5.1.1.1. Central Processing Unit (CPU)

14.5.5.1.1.2. Graphics Processing Unit (GPU)

14.5.5.1.1.3. Field Programmable Gate Arrays (FPGA)

14.5.5.1.1.4. Application Specific Integrated Circuits (ASIC)

14.5.5.1.1.5. Tensor Processing Unit

14.5.5.1.1.6. Others

14.5.5.1.2. Solutions

14.5.5.1.3. Services

14.5.5.2. South Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.5.5.2.1. Large scale organizations

14.5.5.2.2. Small and Medium scale organization

14.5.5.3. South Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.5.5.3.1. Manufacturing/ Smart Factories

14.5.5.3.2. Energy and Utilities

14.5.5.3.3. Banking, Financial Services and Insurance

14.5.5.3.4. Building and Construction

14.5.5.3.5. Automotive

14.5.5.3.6. Government

14.5.5.3.7. Retail

14.5.5.3.8. Healthcare

14.5.5.3.9. Entertainment

14.5.5.3.10. Transportation and Logistics

14.5.5.3.11. Agriculture

14.5.5.3.12. Military

14.5.5.3.13. Others

14.5.6. Rest of Middle East & Africa

14.5.6.1. Rest of Middle East & Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

14.5.6.1.1. Hardware

14.5.6.1.1.1. Central Processing Unit (CPU)

14.5.6.1.1.2. Graphics Processing Unit (GPU)

14.5.6.1.1.3. Field Programmable Gate Arrays (FPGA)

14.5.6.1.1.4. Application Specific Integrated Circuits (ASIC)

14.5.6.1.1.5. Tensor Processing Unit

14.5.6.1.1.6. Others

14.5.6.1.2. Solutions

14.5.6.1.3. Services

14.5.6.2. Rest of Middle East & Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

14.5.6.2.1. Large scale organizations

14.5.6.2.2. Small and Medium scale organization

14.5.6.3. Rest of Middle East & Africa Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

14.5.6.3.1. Manufacturing/ Smart Factories

14.5.6.3.2. Energy and Utilities

14.5.6.3.3. Banking, Financial Services and Insurance

14.5.6.3.4. Building and Construction

14.5.6.3.5. Automotive

14.5.6.3.6. Government

14.5.6.3.7. Retail

14.5.6.3.8. Healthcare

14.5.6.3.9. Entertainment

14.5.6.3.10. Transportation and Logistics

14.5.6.3.11. Agriculture

14.5.6.3.12. Military

14.5.6.3.13. Others

14.6. Key Segment for Channeling Investments

14.6.1. By Country

14.6.2. By Offerings

14.6.3. By Organization Size

14.6.4. By End User Industry

15. Latin America Edge AI Ecosystem Market Analysis and Forecasts, 2023 - 2031

15.1. Overview

15.1.1. Latin America Edge AI Ecosystem Market Revenue (US$ Mn)

15.2. Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

15.2.1. Hardware

15.2.1.1. Central Processing Unit (CPU)

15.2.1.2. Graphics Processing Unit (GPU)

15.2.1.3. Field Programmable Gate Arrays (FPGA)

15.2.1.4. Application Specific Integrated Circuits (ASIC)

15.2.1.5. Tensor Processing Unit

15.2.1.6. Others

15.2.2. Solutions

15.2.3. Services

15.3. Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.3.1. Large scale organizations

15.3.2. Small and Medium scale organization

15.4. Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

15.4.1. Manufacturing/ Smart Factories

15.4.2. Energy and Utilities

15.4.3. Banking, Financial Services and Insurance

15.4.4. Building and Construction

15.4.5. Automotive

15.4.6. Government

15.4.7. Retail

15.4.8. Healthcare

15.4.9. Entertainment

15.4.10. Transportation and Logistics

15.4.11. Agriculture

15.4.12. Military

15.4.13. Others

15.5. Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Country

15.5.1. Brazil

15.5.1.1. Brazil Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

15.5.1.1.1. Hardware

15.5.1.1.1.1. Central Processing Unit (CPU)

15.5.1.1.1.2. Graphics Processing Unit (GPU)

15.5.1.1.1.3. Field Programmable Gate Arrays (FPGA)

15.5.1.1.1.4. Application Specific Integrated Circuits (ASIC)

15.5.1.1.1.5. Tensor Processing Unit

15.5.1.1.1.6. Others

15.5.1.1.2. Solutions

15.5.1.1.3. Services

15.5.1.2. Brazil Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.5.1.2.1. Large scale organizations

15.5.1.2.2. Small and Medium scale organization

15.5.1.3. Brazil Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

15.5.1.3.1. Manufacturing/ Smart Factories

15.5.1.3.2. Energy and Utilities

15.5.1.3.3. Banking, Financial Services and Insurance

15.5.1.3.4. Building and Construction

15.5.1.3.5. Automotive

15.5.1.3.6. Government

15.5.1.3.7. Retail

15.5.1.3.8. Healthcare

15.5.1.3.9. Entertainment

15.5.1.3.10. Transportation and Logistics

15.5.1.3.11. Agriculture

15.5.1.3.12. Military

15.5.1.3.13. Others

15.5.2. Argentina

15.5.2.1. Argentina Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

15.5.2.1.1. Hardware

15.5.2.1.1.1. Central Processing Unit (CPU)

15.5.2.1.1.2. Graphics Processing Unit (GPU)

15.5.2.1.1.3. Field Programmable Gate Arrays (FPGA)

15.5.2.1.1.4. Application Specific Integrated Circuits (ASIC)

15.5.2.1.1.5. Tensor Processing Unit

15.5.2.1.1.6. Others

15.5.2.1.2. Solutions

15.5.2.1.3. Services

15.5.2.2. Argentina Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.5.2.2.1. Large scale organizations

15.5.2.2.2. Small and Medium scale organization

15.5.2.3. Argentina Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

15.5.2.3.1. Manufacturing/ Smart Factories

15.5.2.3.2. Energy and Utilities

15.5.2.3.3. Banking, Financial Services and Insurance

15.5.2.3.4. Building and Construction

15.5.2.3.5. Automotive

15.5.2.3.6. Government

15.5.2.3.7. Retail

15.5.2.3.8. Healthcare

15.5.2.3.9. Entertainment

15.5.2.3.10. Transportation and Logistics

15.5.2.3.11. Agriculture

15.5.2.3.12. Military

15.5.2.3.13. Others

15.5.3. Rest of Latin America

15.5.3.1. Rest of Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Offerings

15.5.3.1.1. Hardware

15.5.3.1.1.1. Central Processing Unit (CPU)

15.5.3.1.1.2. Graphics Processing Unit (GPU)

15.5.3.1.1.3. Field Programmable Gate Arrays (FPGA)

15.5.3.1.1.4. Application Specific Integrated Circuits (ASIC)

15.5.3.1.1.5. Tensor Processing Unit

15.5.3.1.1.6. Others

15.5.3.1.2. Solutions

15.5.3.1.3. Services

15.5.3.2. Rest of Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By Organization Size

15.5.3.2.1. Large scale organizations

15.5.3.2.2. Small and Medium scale organization

15.5.3.3. Rest of Latin America Edge AI Ecosystem Market Revenue (US$ Mn) and Forecasts, By End User Industry

15.5.3.3.1. Manufacturing/ Smart Factories

15.5.3.3.2. Energy and Utilities

15.5.3.3.3. Banking, Financial Services and Insurance

15.5.3.3.4. Building and Construction

15.5.3.3.5. Automotive

15.5.3.3.6. Government

15.5.3.3.7. Retail

15.5.3.3.8. Healthcare

15.5.3.3.9. Entertainment

15.5.3.3.10. Transportation and Logistics

15.5.3.3.11. Agriculture

15.5.3.3.12. Military

15.5.3.3.13. Others

15.6. Key Segment for Channeling Investments

15.6.1. By Country

15.6.2. By Offerings

15.6.3. By Organization Size

15.6.4. By End User Industry

16. Competitive Benchmarking

16.1. Market Share Analysis, 2022

16.2. Global Presence and Growth Strategies

16.2.1. Mergers and Acquisitions

16.2.2. Product Launches

16.2.3. Investments Trends

16.2.4. R&D Initiatives

17. Player Profiles

17.1. ADLINK Technology Inc.

17.1.1. Company Details

17.1.2. Company Overview

17.1.3. Product Offerings

17.1.4. Key Developments

17.1.5. Financial Analysis

17.1.6. SWOT Analysis

17.1.7. Business Strategies

17.2. Advanced Micro Devices, Inc

17.2.1. Company Details

17.2.2. Company Overview

17.2.3. Product Offerings

17.2.4. Key Developments

17.2.5. Financial Analysis

17.2.6. SWOT Analysis

17.2.7. Business Strategies

17.3. Advantech Co., Ltd.

17.3.1. Company Details

17.3.2. Company Overview

17.3.3. Product Offerings

17.3.4. Key Developments

17.3.5. Financial Analysis

17.3.6. SWOT Analysis

17.3.7. Business Strategies

17.4. Advian Oy

17.4.1. Company Details

17.4.2. Company Overview

17.4.3. Product Offerings

17.4.4. Key Developments

17.4.5. Financial Analysis

17.4.6. SWOT Analysis

17.4.7. Business Strategies

17.5. Atos SE

17.5.1. Company Details

17.5.2. Company Overview

17.5.3. Product Offerings

17.5.4. Key Developments

17.5.5. Financial Analysis

17.5.6. SWOT Analysis

17.5.7. Business Strategies

17.6. Blaize

17.6.1. Company Details

17.6.2. Company Overview

17.6.3. Product Offerings

17.6.4. Key Developments

17.6.5. Financial Analysis

17.6.6. SWOT Analysis

17.6.7. Business Strategies

17.7. Edge Impulse Inc.

17.7.1. Company Details

17.7.2. Company Overview

17.7.3. Product Offerings

17.7.4. Key Developments

17.7.5. Financial Analysis

17.7.6. SWOT Analysis

17.7.7. Business Strategies

17.8. Google LLC

17.8.1. Company Details

17.8.2. Company Overview

17.8.3. Product Offerings

17.8.4. Key Developments

17.8.5. Financial Analysis

17.8.6. SWOT Analysis

17.8.7. Business Strategies

17.9. Gorilla Technology Group

17.9.1. Company Details

17.9.2. Company Overview

17.9.3. Product Offerings

17.9.4. Key Developments

17.9.5. Financial Analysis

17.9.6. SWOT Analysis

17.9.7. Business Strategies

17.10. NVIDIA Corporation

17.10.1. Company Details

17.10.2. Company Overview

17.10.3. Product Offerings

17.10.4. Key Developments

17.10.5. Financial Analysis

17.10.6. SWOT Analysis

17.10.7. Business Strategies

17.11. ONE Tech, Inc.

17.11.1. Company Details

17.11.2. Company Overview

17.11.3. Product Offerings

17.11.4. Key Developments

17.11.5. Financial Analysis

17.11.6. SWOT Analysis

17.11.7. Business Strategies

17.12. Red Hat, Inc.

17.12.1. Company Details

17.12.2. Company Overview

17.12.3. Product Offerings

17.12.4. Key Developments

17.12.5. Financial Analysis

17.12.6. SWOT Analysis

17.12.7. Business Strategies

17.13. Run:ai

17.13.1. Company Details

17.13.2. Company Overview

17.13.3. Product Offerings

17.13.4. Key Developments

17.13.5. Financial Analysis

17.13.6. SWOT Analysis

17.13.7. Business Strategies

17.14. STMicroelectronics

17.14.1. Company Details

17.14.2. Company Overview

17.14.3. Product Offerings

17.14.4. Key Developments

17.14.5. Financial Analysis

17.14.6. SWOT Analysis

17.14.7. Business Strategies

17.15. Texas Instruments Incorporated.

17.15.1. Company Details

17.15.2. Company Overview

17.15.3. Product Offerings

17.15.4. Key Developments

17.15.5. Financial Analysis

17.15.6. SWOT Analysis

17.15.7. Business Strategies

17.16. viso.ai

17.16.1. Company Details

17.16.2. Company Overview

17.16.3. Product Offerings

17.16.4. Key Developments

17.16.5. Financial Analysis

17.16.6. SWOT Analysis

17.16.7. Business Strategies

17.17. Other Market Participants

18. Key Findings

Note: This ToC is tentative and can be changed according to the research study conducted during the course of report completion.

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At Absolute Markets Insights, we are engaged in building both global as well as country specific reports. As a result, the approach taken for deriving the estimation and forecast for a specific country is a bit unique and different in comparison to the global research studies. In this case, we not only study the concerned market factors & trends prevailing in a particular country (from secondary research) but we also tend to calculate the actual market size & forecast from the revenue generated from the market participants involved in manufacturing or distributing the any concerned product. These companies can also be service providers. For analyzing any country specifically, we do consider the growth factors prevailing under the states/cities/county for the same. For instance, if we are analyzing an industry specific to United States, we primarily need to study about the states present under the same(where the product/service has the highest growth). Similar analysis will be followed by other countries. Our scope of the report changes with different markets.

Our research study is mainly implement through a mix of both secondary and primary research. Various sources such as industry magazines, trade journals, and government websites and trade associations are reviewed for gathering precise data. Primary interviews are conducted to validate the market size derived from secondary research. Industry experts, major manufacturers and distributors are contacted for further validation purpose on the current market penetration and growth trends.

Prominent participants in our primary research process include:

Key Opinion Leaders namely the CEOs, CSOs, VPs, purchasing managers, amongst others
Research and development participants, distributors/suppliers and subject matter experts

Secondary Research includes data extracted from paid data sources: