Global Edge AI Hardware Market Size, Share & Industry Trends Analysis Report By Function (Inference and Training), By Device Type, By Component (Processor, Memory and Sensor & Others), By Vertical, By Regional Outlook and Forecast, 2022 - 2028

Global Edge AI Hardware Market Size, Share & Industry Trends Analysis Report By Function (Inference and Training), By Device Type, By Component (Processor, Memory and Sensor & Others), By Vertical, By Regional Outlook and Forecast, 2022 - 2028

The Global Edge AI Hardware Market size is expected to reach $21.4 billion by 2028, rising at a market growth of 17.4% CAGR during the forecast period.

Specialized Edge AI hardware, commonly referred to as AI accelerators, increases data-intensive deep learning inference on Edge devices, making them an attractive choice for many compute-intensive jobs. With the increasing demand for real-time deep learning workloads, specialized Edge AI hardware that enables rapid deep learning on the device has become more and more essential.

In addition, the current standard (cloud-based) AI solution is inadequate for covering bandwidth, ensuring data privacy, and providing low latency. Therefore, AI tasks must be relocated to the Edge. Edge AI may operate on a variety of hardware platforms, ranging from standard MCUs to powerful neural processing processors. Edge AI hardware devices include IoT devices and machines.

Edge AI-connected devices monitor device behavior and gather and evaluate device data using embedded algorithms. The devices will make judgments, automatically resolve issues, and anticipate future performance. All of this is performed without human intervention. In addition to smartphones, laptops, Smart Driven cars, and Raspberry PIs, other examples of Edge AI devices are smartphones, laptops, Smart Driven cars, and Raspberry PIs.

Edge artificial intelligence (edge AI) is a paradigm for designing artificial intelligence (AI) workflows that span centralized data centers (the cloud) and devices outside the cloud that are closer to humans and physical things (the edge). This is in contrast to the common practice of developing and running AI applications wholly in the cloud, which has come to be known as cloud AI. It also varies from traditional techniques to AI development, in which AI algorithms were created on desktops and then deployed on desktops or specialized hardware for tasks such as reading check numbers.

COVID-19 Impact Analysis

The crisis is causing uncertainty in the stock market, a decline in corporate confidence, a major slowdown in the supply chain, and an increase in customer concern. The breakout of COVID-19 has had a significant influence on the operations of production and manufacturing industries, which in turn has hindered the expansion of the edge AI hardware market. In addition, the COVID-19 pandemic has affected the electronics industry, as production facilities have been halted, which has led to an increase in demand for electronics and semiconductor products among industries. It significantly impacts manufacturing in Europe and Chinese exports, which may impede the market's growth.

Market Growth Factors

Mission-Critical Applications Necessitating Minimal Latency And Real-Time Data Transmission

In edge AI, machine learning algorithms handle IoT-generated data on near-end devices to solve the issues of excessive latency and insufficient security. A vast amount of data collected by an IoT device is sent to the cloud, where machine learning (ML) models are executed and the processed data is transferred back to the device, which may cause a delay in response. However, AI in the gadget reduces data exchange, allowing for a quicker response.

The Emergence Of 5G Networks That Integrate It And Telecom

IT and telecoms are collaborating to deliver new capabilities for high-end apps and reduce network latency with the introduction of 5G networks. The 5G network enables the development of data centers at edge modules and the implementation of industry-specific networks in a single environment using virtualization and software-defined networking principles. Critical AI applications like autonomous vehicles, industrial automation, surgery, and robotics require ultra-low latency.

Market Restraining Factors

Limitations Associated With AI Edge Devices

Currently, pre-trained ML models are employed for inference in edge AI. These models automatically adjust based on user data and requirements. Training a model requires a significant amount of computer power, and because edge AI has limited access to training data, it is more susceptible to uncertainty and unpredictability. In addition, edge AI can perform small transfer learning tasks but cannot perform deep learning tasks. Concerns that cloud computing encounters include latency issues, privacy worries, and bandwidth limitations.

Device Type Outlook

By Device Type, the Edge AI Hardware Market is segmented into Smartphones, Surveillance Cameras, Robots, Wearables, Edge Servers, Smart Speakers, Automotive, and Smart Mirrors. The smartphones segment acquired the highest revenue share in the edge AI hardware market in 2021. Due to the increasing demand for smartphones is anticipated to boost the growth of the edge AI hardware market. Edge AI provides smartphones with enhanced imaging and photography skills, power efficiency, and security.

Function Outlook

Based on the Function, the Edge AI Hardware Market is bifurcated into Training and Inference. The inference segment procured the largest revenue share in the edge AI hardware market in 2021. The development of low-power and high-performance CPUs and the rising need for IoT applications have sparked a growing interest in edge artificial intelligence. Reduced latency resulting from the elimination of cloud data transmission is a major driver driving the edge AI market.

Vertical Outlook

On the basis of Vertical, the Edge AI Hardware Market is fragmented into Consumer Electronics, Smart Home, Automotive & Transportation, Government, Healthcare, Industrial, Aerospace & Defense, Construction, and others. The healthcare segment registered a significant revenue share in the edge AI hardware market in 2021. As new initiatives to improve clinical, operational, and financial value across the continuum of care are implemented, the significance of edge computing and analytics will increase.

Component Outlook

By Component, the Edge AI Hardware Market is divided into Processor, Memory, and Sensors and others. The memory segment witnessed a substantial revenue share in the edge AI hardware market in 2021. In addition to the growth of new and incumbent memory, including flash storage technologies, several other technological advancements are allowing AI/ML jobs at the edge.

Regional Outlook

Region-wise, the Edge AI Hardware Market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Asia Pacific segment procured the highest revenue share in the edge AI hardware market in 2021. China is the largest artificial intelligence market in the Asia-Pacific area, followed by Japan; this makes the region a promising market for edge AI hardware applications. The presence of a high number of manufacturing businesses in China and Japan, in addition to the strong presence of automobile, electronics, and semiconductor industries, promotes the growth of the edge AI hardware market in the Asia Pacific.

The major strategies followed by the market participants are Product Launches. Based on the Analysis presented in the Cardinal matrix; Apple, Inc. and Microsoft Corporation are the forerunners in the Edge AI Hardware Market. Companies such Samsung Electronics Co., Ltd., Intel Corporation and Huawei Technologies Co., Ltd. are some of the key innovators in Edge AI Hardware Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Apple, Inc., MediaTek, Inc., Qualcomm, Inc., Huawei Technologies Co., Ltd., Samsung Electronics Co., Ltd. (Samsung Group), Intel Corporation, Nvidia Corporation, IBM Corporation, Google LLC, and Microsoft Corporation.

Scope of the Study

Market Segments covered in the Report:

By Function

  • Inference
  • Training
By Device Type
  • Smartphones
  • Surveillance Cameras
  • Wearables
  • Robots
  • Smart Speakers & Smart Mirrors
  • Automotive
  • Edge Servers
By Component
  • Processor
  • Memory
  • Sensor & Others
By Vertical
  • Consumer Electronics
  • Smart Home
  • Automotive & Transportation
  • Government
  • Healthcare
  • Industrial
  • Aerospace & Defense
  • Construction
  • Others
By Geography
  • North America
  • US
  • Canada
  • Mexico
  • Rest of North America
  • Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
  • Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
  • LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA
Companies Profiled
  • Apple, Inc.
  • MediaTek, Inc.
  • Qualcomm, Inc.
  • Huawei Technologies Co., Ltd.
  • Samsung Electronics Co., Ltd. (Samsung Group)
  • Intel Corporation
  • Nvidia Corporation
  • IBM Corporation
  • Google LLC
  • Microsoft Corporation
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Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Edge AI Hardware Market, by Function
1.4.2 Global Edge AI Hardware Market, by Device Type
1.4.3 Global Edge AI Hardware Market, by Component
1.4.4 Global Edge AI Hardware Market, by Vertical
1.4.5 Global Edge AI Hardware Market, by Geography
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition & Scenarios
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.3.2 Key Strategic Move: (Product Launches and Product Expansions: 2019, May – 2022, Sep) Leading Players
3.3.3 Key Strategic Move: (Partnerships, Collaborations & Agreements: 2020, Apr – 2022, Aug) Leading Players
Chapter 4. Global Edge AI Hardware Market by Function
4.1 Global Inference Market by Region
4.2 Global Training Market by Region
Chapter 5. Global Edge AI Hardware Market by Device Type
5.1 Global Smartphones Market by Region
5.2 Global Surveillance Cameras Market by Region
5.3 Global Wearables Market by Region
5.4 Global Robots Market by Region
5.5 Global Smart Speakers & Smart Mirrors Market by Region
5.6 Global Automotive Market by Region
5.7 Global Edge Servers Market by Region
Chapter 6. Global Edge AI Hardware Market by Component
6.1 Global Processor Market by Region
6.2 Global Memory Market by Region
6.3 Global Sensor & Others Market by Region
Chapter 7. Global Edge AI Hardware Market by Vertical
7.1 Global Consumer Electronics Market by Region
7.2 Global Smart Home Market by Region
7.3 Global Automotive & Transportation Market by Region
7.4 Global Government Market by Region
7.5 Global Healthcare Market by Region
7.6 Global Industrial Market by Region
7.7 Global Aerospace & Defense Market by Region
7.8 Global Construction Market by Region
7.9 Global Others Market by Region
Chapter 8. Global Edge AI Hardware Market by Region
8.1 North America Edge AI Hardware Market
8.1.1 North America Edge AI Hardware Market by Function
8.1.1.1 North America Inference Market by Country
8.1.1.2 North America Training Market by Country
8.1.2 North America Edge AI Hardware Market by Device Type
8.1.2.1 North America Smartphones Market by Country
8.1.2.2 North America Surveillance Cameras Market by Country
8.1.2.3 North America Wearables Market by Country
8.1.2.4 North America Robots Market by Country
8.1.2.5 North America Smart Speakers & Smart Mirrors Market by Country
8.1.2.6 North America Automotive Market by Country
8.1.2.7 North America Edge Servers Market by Country
8.1.3 North America Edge AI Hardware Market by Component
8.1.3.1 North America Processor Market by Country
8.1.3.2 North America Memory Market by Country
8.1.3.3 North America Sensor & Others Market by Country
8.1.4 North America Edge AI Hardware Market by Vertical
8.1.4.1 North America Consumer Electronics Market by Country
8.1.4.2 North America Smart Home Market by Country
8.1.4.3 North America Automotive & Transportation Market by Country
8.1.4.4 North America Government Market by Country
8.1.4.5 North America Healthcare Market by Country
8.1.4.6 North America Industrial Market by Country
8.1.4.7 North America Aerospace & Defense Market by Country
8.1.4.8 North America Construction Market by Country
8.1.4.9 North America Others Market by Country
8.1.5 North America Edge AI Hardware Market by Country
8.1.5.1 US Edge AI Hardware Market
8.1.5.1.1 US Edge AI Hardware Market by Function
8.1.5.1.2 US Edge AI Hardware Market by Device Type
8.1.5.1.3 US Edge AI Hardware Market by Component
8.1.5.1.4 US Edge AI Hardware Market by Vertical
8.1.5.2 Canada Edge AI Hardware Market
8.1.5.2.1 Canada Edge AI Hardware Market by Function
8.1.5.2.2 Canada Edge AI Hardware Market by Device Type
8.1.5.2.3 Canada Edge AI Hardware Market by Component
8.1.5.2.4 Canada Edge AI Hardware Market by Vertical
8.1.5.3 Mexico Edge AI Hardware Market
8.1.5.3.1 Mexico Edge AI Hardware Market by Function
8.1.5.3.2 Mexico Edge AI Hardware Market by Device Type
8.1.5.3.3 Mexico Edge AI Hardware Market by Component
8.1.5.3.4 Mexico Edge AI Hardware Market by Vertical
8.1.5.4 Rest of North America Edge AI Hardware Market
8.1.5.4.1 Rest of North America Edge AI Hardware Market by Function
8.1.5.4.2 Rest of North America Edge AI Hardware Market by Device Type
8.1.5.4.3 Rest of North America Edge AI Hardware Market by Component
8.1.5.4.4 Rest of North America Edge AI Hardware Market by Vertical
8.2 Europe Edge AI Hardware Market
8.2.1 Europe Edge AI Hardware Market by Function
8.2.1.1 Europe Inference Market by Country
8.2.1.2 Europe Training Market by Country
8.2.2 Europe Edge AI Hardware Market by Device Type
8.2.2.1 Europe Smartphones Market by Country
8.2.2.2 Europe Surveillance Cameras Market by Country
8.2.2.3 Europe Wearables Market by Country
8.2.2.4 Europe Robots Market by Country
8.2.2.5 Europe Smart Speakers & Smart Mirrors Market by Country
8.2.2.6 Europe Automotive Market by Country
8.2.2.7 Europe Edge Servers Market by Country
8.2.3 Europe Edge AI Hardware Market by Component
8.2.3.1 Europe Processor Market by Country
8.2.3.2 Europe Memory Market by Country
8.2.3.3 Europe Sensor & Others Market by Country
8.2.4 Europe Edge AI Hardware Market by Vertical
8.2.4.1 Europe Consumer Electronics Market by Country
8.2.4.2 Europe Smart Home Market by Country
8.2.4.3 Europe Automotive & Transportation Market by Country
8.2.4.4 Europe Government Market by Country
8.2.4.5 Europe Healthcare Market by Country
8.2.4.6 Europe Industrial Market by Country
8.2.4.7 Europe Aerospace & Defense Market by Country
8.2.4.8 Europe Construction Market by Country
8.2.4.9 Europe Others Market by Country
8.2.5 Europe Edge AI Hardware Market by Country
8.2.5.1 Germany Edge AI Hardware Market
8.2.5.1.1 Germany Edge AI Hardware Market by Function
8.2.5.1.2 Germany Edge AI Hardware Market by Device Type
8.2.5.1.3 Germany Edge AI Hardware Market by Component
8.2.5.1.4 Germany Edge AI Hardware Market by Vertical
8.2.5.2 UK Edge AI Hardware Market
8.2.5.2.1 UK Edge AI Hardware Market by Function
8.2.5.2.2 UK Edge AI Hardware Market by Device Type
8.2.5.2.3 UK Edge AI Hardware Market by Component
8.2.5.2.4 UK Edge AI Hardware Market by Vertical
8.2.5.3 France Edge AI Hardware Market
8.2.5.3.1 France Edge AI Hardware Market by Function
8.2.5.3.2 France Edge AI Hardware Market by Device Type
8.2.5.3.3 France Edge AI Hardware Market by Component
8.2.5.3.4 France Edge AI Hardware Market by Vertical
8.2.5.4 Russia Edge AI Hardware Market
8.2.5.4.1 Russia Edge AI Hardware Market by Function
8.2.5.4.2 Russia Edge AI Hardware Market by Device Type
8.2.5.4.3 Russia Edge AI Hardware Market by Component
8.2.5.4.4 Russia Edge AI Hardware Market by Vertical
8.2.5.5 Spain Edge AI Hardware Market
8.2.5.5.1 Spain Edge AI Hardware Market by Function
8.2.5.5.2 Spain Edge AI Hardware Market by Device Type
8.2.5.5.3 Spain Edge AI Hardware Market by Component
8.2.5.5.4 Spain Edge AI Hardware Market by Vertical
8.2.5.6 Italy Edge AI Hardware Market
8.2.5.6.1 Italy Edge AI Hardware Market by Function
8.2.5.6.2 Italy Edge AI Hardware Market by Device Type
8.2.5.6.3 Italy Edge AI Hardware Market by Component
8.2.5.6.4 Italy Edge AI Hardware Market by Vertical
8.2.5.7 Rest of Europe Edge AI Hardware Market
8.2.5.7.1 Rest of Europe Edge AI Hardware Market by Function
8.2.5.7.2 Rest of Europe Edge AI Hardware Market by Device Type
8.2.5.7.3 Rest of Europe Edge AI Hardware Market by Component
8.2.5.7.4 Rest of Europe Edge AI Hardware Market by Vertical
8.3 Asia Pacific Edge AI Hardware Market
8.3.1 Asia Pacific Edge AI Hardware Market by Function
8.3.1.1 Asia Pacific Inference Market by Country
8.3.1.2 Asia Pacific Training Market by Country
8.3.2 Asia Pacific Edge AI Hardware Market by Device Type
8.3.2.1 Asia Pacific Smartphones Market by Country
8.3.2.2 Asia Pacific Surveillance Cameras Market by Country
8.3.2.3 Asia Pacific Wearables Market by Country
8.3.2.4 Asia Pacific Robots Market by Country
8.3.2.5 Asia Pacific Smart Speakers & Smart Mirrors Market by Country
8.3.2.6 Asia Pacific Automotive Market by Country
8.3.2.7 Asia Pacific Edge Servers Market by Country
8.3.3 Asia Pacific Edge AI Hardware Market by Component
8.3.3.1 Asia Pacific Processor Market by Country
8.3.3.2 Asia Pacific Memory Market by Country
8.3.3.3 Asia Pacific Sensor & Others Market by Country
8.3.4 Asia Pacific Edge AI Hardware Market by Vertical
8.3.4.1 Asia Pacific Consumer Electronics Market by Country
8.3.4.2 Asia Pacific Smart Home Market by Country
8.3.4.3 Asia Pacific Automotive & Transportation Market by Country
8.3.4.4 Asia Pacific Government Market by Country
8.3.4.5 Asia Pacific Healthcare Market by Country
8.3.4.6 Asia Pacific Industrial Market by Country
8.3.4.7 Asia Pacific Aerospace & Defense Market by Country
8.3.4.8 Asia Pacific Construction Market by Country
8.3.4.9 Asia Pacific Others Market by Country
8.3.5 Asia Pacific Edge AI Hardware Market by Country
8.3.5.1 China Edge AI Hardware Market
8.3.5.1.1 China Edge AI Hardware Market by Function
8.3.5.1.2 China Edge AI Hardware Market by Device Type
8.3.5.1.3 China Edge AI Hardware Market by Component
8.3.5.1.4 China Edge AI Hardware Market by Vertical
8.3.5.2 Japan Edge AI Hardware Market
8.3.5.2.1 Japan Edge AI Hardware Market by Function
8.3.5.2.2 Japan Edge AI Hardware Market by Device Type
8.3.5.2.3 Japan Edge AI Hardware Market by Component
8.3.5.2.4 Japan Edge AI Hardware Market by Vertical
8.3.5.3 India Edge AI Hardware Market
8.3.5.3.1 India Edge AI Hardware Market by Function
8.3.5.3.2 India Edge AI Hardware Market by Device Type
8.3.5.3.3 India Edge AI Hardware Market by Component
8.3.5.3.4 India Edge AI Hardware Market by Vertical
8.3.5.4 South Korea Edge AI Hardware Market
8.3.5.4.1 South Korea Edge AI Hardware Market by Function
8.3.5.4.2 South Korea Edge AI Hardware Market by Device Type
8.3.5.4.3 South Korea Edge AI Hardware Market by Component
8.3.5.4.4 South Korea Edge AI Hardware Market by Vertical
8.3.5.5 Singapore Edge AI Hardware Market
8.3.5.5.1 Singapore Edge AI Hardware Market by Function
8.3.5.5.2 Singapore Edge AI Hardware Market by Device Type
8.3.5.5.3 Singapore Edge AI Hardware Market by Component
8.3.5.5.4 Singapore Edge AI Hardware Market by Vertical
8.3.5.6 Malaysia Edge AI Hardware Market
8.3.5.6.1 Malaysia Edge AI Hardware Market by Function
8.3.5.6.2 Malaysia Edge AI Hardware Market by Device Type
8.3.5.6.3 Malaysia Edge AI Hardware Market by Component
8.3.5.6.4 Malaysia Edge AI Hardware Market by Vertical
8.3.5.7 Rest of Asia Pacific Edge AI Hardware Market
8.3.5.7.1 Rest of Asia Pacific Edge AI Hardware Market by Function
8.3.5.7.2 Rest of Asia Pacific Edge AI Hardware Market by Device Type
8.3.5.7.3 Rest of Asia Pacific Edge AI Hardware Market by Component
8.3.5.7.4 Rest of Asia Pacific Edge AI Hardware Market by Vertical
8.4 LAMEA Edge AI Hardware Market
8.4.1 LAMEA Edge AI Hardware Market by Function
8.4.1.1 LAMEA Inference Market by Country
8.4.1.2 LAMEA Training Market by Country
8.4.2 LAMEA Edge AI Hardware Market by Device Type
8.4.2.1 LAMEA Smartphones Market by Country
8.4.2.2 LAMEA Surveillance Cameras Market by Country
8.4.2.3 LAMEA Wearables Market by Country
8.4.2.4 LAMEA Robots Market by Country
8.4.2.5 LAMEA Smart Speakers & Smart Mirrors Market by Country
8.4.2.6 LAMEA Automotive Market by Country
8.4.2.7 LAMEA Edge Servers Market by Country
8.4.3 LAMEA Edge AI Hardware Market by Component
8.4.3.1 LAMEA Processor Market by Country
8.4.3.2 LAMEA Memory Market by Country
8.4.3.3 LAMEA Sensor & Others Market by Country
8.4.4 LAMEA Edge AI Hardware Market by Vertical
8.4.4.1 LAMEA Consumer Electronics Market by Country
8.4.4.2 LAMEA Smart Home Market by Country
8.4.4.3 LAMEA Automotive & Transportation Market by Country
8.4.4.4 LAMEA Government Market by Country
8.4.4.5 LAMEA Healthcare Market by Country
8.4.4.6 LAMEA Industrial Market by Country
8.4.4.7 LAMEA Aerospace & Defense Market by Country
8.4.4.8 LAMEA Construction Market by Country
8.4.4.9 LAMEA Others Market by Country
8.4.5 LAMEA Edge AI Hardware Market by Country
8.4.5.1 Brazil Edge AI Hardware Market
8.4.5.1.1 Brazil Edge AI Hardware Market by Function
8.4.5.1.2 Brazil Edge AI Hardware Market by Device Type
8.4.5.1.3 Brazil Edge AI Hardware Market by Component
8.4.5.1.4 Brazil Edge AI Hardware Market by Vertical
8.4.5.2 Argentina Edge AI Hardware Market
8.4.5.2.1 Argentina Edge AI Hardware Market by Function
8.4.5.2.2 Argentina Edge AI Hardware Market by Device Type
8.4.5.2.3 Argentina Edge AI Hardware Market by Component
8.4.5.2.4 Argentina Edge AI Hardware Market by Vertical
8.4.5.3 UAE Edge AI Hardware Market
8.4.5.3.1 UAE Edge AI Hardware Market by Function
8.4.5.3.2 UAE Edge AI Hardware Market by Device Type
8.4.5.3.3 UAE Edge AI Hardware Market by Component
8.4.5.3.4 UAE Edge AI Hardware Market by Vertical
8.4.5.4 Saudi Arabia Edge AI Hardware Market
8.4.5.4.1 Saudi Arabia Edge AI Hardware Market by Function
8.4.5.4.2 Saudi Arabia Edge AI Hardware Market by Device Type
8.4.5.4.3 Saudi Arabia Edge AI Hardware Market by Component
8.4.5.4.4 Saudi Arabia Edge AI Hardware Market by Vertical
8.4.5.5 South Africa Edge AI Hardware Market
8.4.5.5.1 South Africa Edge AI Hardware Market by Function
8.4.5.5.2 South Africa Edge AI Hardware Market by Device Type
8.4.5.5.3 South Africa Edge AI Hardware Market by Component
8.4.5.5.4 South Africa Edge AI Hardware Market by Vertical
8.4.5.6 Nigeria Edge AI Hardware Market
8.4.5.6.1 Nigeria Edge AI Hardware Market by Function
8.4.5.6.2 Nigeria Edge AI Hardware Market by Device Type
8.4.5.6.3 Nigeria Edge AI Hardware Market by Component
8.4.5.6.4 Nigeria Edge AI Hardware Market by Vertical
8.4.5.7 Rest of LAMEA Edge AI Hardware Market
8.4.5.7.1 Rest of LAMEA Edge AI Hardware Market by Function
8.4.5.7.2 Rest of LAMEA Edge AI Hardware Market by Device Type
8.4.5.7.3 Rest of LAMEA Edge AI Hardware Market by Component
8.4.5.7.4 Rest of LAMEA Edge AI Hardware Market by Vertical
Chapter 9. Company Profiles
9.1 Apple, Inc.
9.1.1 Company Overview
9.1.2 Financial Analysis
9.1.3 Regional Analysis
9.1.4 Research & Development Expense
9.1.5 Recent strategies and developments:
9.1.5.1 Acquisition and Mergers:
9.1.6 SWOT Analysis
9.2 NVIDIA Corporation
9.2.1 Company Overview
9.2.2 Financial Analysis
9.2.3 Segmental and Regional Analysis
9.2.4 Research & Development Expense
9.2.5 Recent strategies and developments:
9.2.5.1 Product Launches and Product Expansions:
9.2.6 SWOT Analysis
9.3 Samsung Electronics Co., Ltd. (Samsung Group)
9.3.1 Company Overview
9.3.2 Financial Analysis
9.3.3 Segmental and Regional Analysis
9.3.4 Research & Development Expense
9.3.5 Recent strategies and developments:
9.3.5.1 Product Launches and Product Expansions:
9.3.6 SWOT Analysis
9.4 Intel Corporation
9.4.1 Company Overview
9.4.2 Financial Analysis
9.4.3 Segmental and Regional Analysis
9.4.4 Research & Development Expenses
9.4.5 Recent strategies and developments:
9.4.5.1 Partnerships, Collaborations, and Agreements:
9.4.5.2 Product Launches and Product Expansions:
9.4.5.3 Acquisition and Mergers:
9.4.6 SWOT Analysis
9.5 IBM Corporation
9.5.1 Company Overview
9.5.2 Financial Analysis
9.5.3 Regional & Segmental Analysis
9.5.4 Research & Development Expenses
9.5.5 Recent strategies and developments:
9.5.5.1 Product Launches and Product Expansions:
9.5.6 SWOT Analysis
9.6 Microsoft Corporation
9.6.1 Company Overview
9.6.2 Financial Analysis
9.6.3 Segmental and Regional Analysis
9.6.4 Research & Development Expenses
9.6.5 Recent strategies and developments:
9.6.5.1 Partnerships, Collaborations, and Agreements:
9.6.5.2 Product Launches and Product Expansions:
9.6.6 SWOT Analysis
9.7 Google LLC
9.7.1 Company Overview
9.7.2 Financial Analysis
9.7.3 Segmental and Regional Analysis
9.7.4 Research & Development Expense
9.7.5 Recent strategies and developments:
9.7.5.1 Partnerships, Collaborations, and Agreements:
9.7.6 SWOT Analysis
9.8 Huawei Technologies Co., Ltd. (Huawei Investment & Holding Co., Ltd.)
9.8.1 Company Overview
9.8.2 Financial Analysis
9.8.3 Segmental and Regional Analysis
9.8.4 Research & Development Expense
9.8.5 Recent strategies and developments:
9.8.5.1 Product Launches and Product Expansions:
9.9 MediaTek, Inc.
9.9.1 Company Overview
9.9.2 Financial Analysis
9.9.3 Regional Analysis
9.9.4 Research & Development Expenses
9.9.5 Recent strategies and developments:
9.9.5.1 Partnerships, Collaborations, and Agreements:
9.9.5.2 Product Launches and Product Expansions:
9.10. Qualcomm, Inc.
9.10.1 Company Overview
9.10.2 Financial Analysis
9.10.3 Segmental and Regional Analysis
9.10.4 Research & Development Expense
9.10.5 Recent strategies and developments:
9.10.5.1 Partnerships, Collaborations, and Agreements:
9.10.5.2 Product Launches and Product Expansions:

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