Global Edge AI Software Market Size, Share & Industry Trends Analysis Report By Component (Solution and Services), By Data Source, By Deployment Mode (On-premises and Cloud), By Organization Size, By Vertical, By Regional Outlook and Forecast, 2022 - 2028

The Global Edge AI Software Market size is expected to reach $3.8 billion by 2028, rising at a market growth of 27.8% CAGR during the forecast period.

Edge AI software consists of numerous machine-learning algorithms which are executed on physical hardware. Running AI algorithms on a local machine or device is the premise. Because Edge AI software can connect to consumers without the usage of other systems or the internet, users may access data instantly. Artificial intelligence combined with edge computing is known as edge AI.

The machine learning methods used in Edge AI are executed right at the edge. Edge computing is the direct processing of data and information at the IoT unit or device or the edge. Because of its intrinsic benefits, such as real-time analytics, high speed, reduced latency, etc., edge computing is expanding quickly.

The machine learning techniques used in Edge AI systems can be run on current CPUs or even less powerful microcontrollers (MCUs) in edge devices. Edge AI offers higher performance while also consuming less power as compared to other applications that make use of highly effective AI devices.

Edge computing is the phrase for processing that considers a particular point of view. It brings data nearer to the equipment or point of information where it is most frequently required. Instead of being transported over vast distances to data centers or the cloud, edge computing enables IoT data to be handled close to its source. It relates to managing persistent data close to the data source, which is referred to as the association's "edge." It is linked to active applications as nearby as is practical to the location where the data is created rather than a cloud or data collection area.

COVID-19 Impact Analysis

The COVID-19 outbreak has significantly impacted sectors like aerospace, transportation, manufacturing, and food and beverage. The Covid-19 pandemic epidemic has had a devastating effect on a number of sectors, but it has had a favorable effect on the market for edge AI software. Numerous businesses and organizations had to close their doors in order to stop the deadly coronavirus from spreading. Many firms made the switch to adopting cutting-edge AI software during this time in order to fully automate work processes and to easily and remotely monitor the workflow. These elements have accelerated the market's vertical growth during the crisis.

Market Growth Factors

Enterprise Workloads Are Expanding Quickly in The Cloud

Due to the quick uptake of cloud computing, everyday data transfers to the cloud are expected to result in an increase in cloud workloads. Organizations can store and retrieve data on edge nodes and devices that require a real-time reaction and are needed for a brief period of time, thanks to edge AI software solutions. With the rise of multiple applications across numerous industries, AI is expanding significantly. For tasks like real-time data processing and data capture, these apps need a lot of computational power to deliver effective and useful results.

The Development of A 5g Network Will Unite It and Telecom

The development of a 5G network will unite IT and telecom. With regard to delivering ultra-low latency throughout edge devices like drones, telesurgery equipment, self-driving cars, IoT gateways, etc., 5G is anticipated to emerge as a powerful technology enabler. Next-generation edge devices will proliferate as a result of the deployment and adoption of 5G, revolutionizing workload and productivity across several industries.

The leading players in the market are competing with diverse innovative offerings to remain competitive in the market. The below illustration shows the percentage of revenue shared by some of the leading companies in the market. The leading players of the market are adopting various strategies in order to cater demand coming from the different industries. The key developmental strategies in the market are Partnerships & Collaborations.

Market Restraining Factor

Edge Ai Solutions Raise Privacy and Security Problems

AI systems must be created, managed, and implemented by qualified professionals. The use of technologies like machine learning, cognitive computing, image recognition, and deep learning should be understood by everyone working with AI systems. Additionally, integrating AI technologies with current systems is a challenging undertaking that needs a lot of data processing. Even slight mistakes can cause a system to malfunction or fail, which can have an impact on how a process turns out. To modify an existing ML-enabled AI service, qualified data scientists and developers are needed.

Components Outlook

On the basis of components, the market is divided into Solutions and Services. The Solutions category attained the highest market share in 2021. Edge AI software solutions help businesses automate administrative procedures, boost productivity, and cut expenses. In addition to training and consultation, system integration and testing, support and maintenance are among the services offered by Edge AI software solutions, which comprise both integrated and standalone solutions.

Data Source Outlook

On the basis of data source, the market is divided into categories for video and image recognition, iris and facial data, mobile data, sensor data, and speech recognition. Mobile data is expected to have the highest CAGR in 2021 out of all the forecasted segments. As computing becomes more pervasive in all facets of life, phones, tablets, and wearable technology are able to do new tasks. To support the need for computationally intensive applications among mobile users, such as virtual reality and real-time online gaming, computing requirements for mobile applications are fast rising.

Organization Size Outlook

On the basis of organization size, the market is divided into large Enterprises and SMEs. During the anticipated timeframe, SMEs are showing encouraging growth. SMEs are businesses with between 1 and 1,000 employees, whereas large businesses have more than 1,000 employees. SMEs frequently lack the tools and resources necessary for efficient marketing orchestration in addition to having a small marketing budget. SMEs attempt to scale up their businesses on a tight budget using methods that maximize return on investment.

Deployment Mode Outlook

On the basis of deployment mode, the market is divided into On-premises and Cloud. In the market for edge AI software, the on-premises segment is displaying largest revenue share. There is a vast ecosystem of tools available that were created for on-site use and can operate with high levels of computational power, which is sometimes pricey in the cloud. Some clients believe that doing this on-site is more cost-effective, or they favor a capital expense model over an operational expense one.

Vertical Outlook

On the basis of vertical, public and government sectors, manufacturing, healthcare and life sciences, energy and utilities, telecom, media and entertainment, transportation and logistics, and others. Healthcare & Life Sciences is projected to have a potential revenue share in 2021. By using more specific and precise real-time data processing, AI technology aids in the diagnosis and identification of a variety of ailments. A person's capacity to speak, move, engage, and react is limited by neurological illnesses. AI-based brain-computer interfaces can assist a person in carrying out basic tasks.

Edge AI Software Market Report Coverage

Report Attribute	Details
Market size value in 2021	USD 716.9 Million
Market size forecast in 2028	USD 3.8 Billion
Base Year	2021
Historical Period	2018 to 2020
Forecast Period	2022 to 2028
Revenue Growth Rate	CAGR of 27.8% from 2022 to 2028
Number of Pages	342
Number of Tables	574
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Market Share Analysis, Companies Strategic Developments, Company Profiling
Segments covered	Component, Data Source, Deployment Mode, Organization Size, Vertical, Region
Country scope	US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers	Enterprise Workloads Are Expanding Quickly In The Cloud  The Development Of A 5g Network Will Unite It And Telecom
Restraints	Edge Ai Solutions Raise Privacy And Security Problems

Regional Outlook

On the basis of geography, the market is divided into North America, Europe, Asia Pacific, and LAMEA. During the anticipated time, North America's market will be the largest. Among all the geographical areas, North America has one of the highest rates of edge AI software use. The US and Canada are the top two nations fueling the expansion of the edge AI software market. Businesses in this region, particularly those in the US, have taken advantage of AI, ML, and deep learning technology to stay ahead of the competition.

Free Valuable Insights: Global Edge AI Software Market size to reach USD 3.8 Billion by 2028

KBV Cardinal Matrix - Edge AI Software Market Competition Analysis

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Edge AI Software Market. Companies such as Amazon Web Services, Inc., IBM Corporation, FogHorn Systems are some of the key innovators in Edge AI Software Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Microsoft Corporation, IBM Corporation, Google LLC, Amazon Web Services, Inc. (Amazon.com, Inc.), Nutanix, Inc., Tibco Software, Inc. (Vista Equity Partners), Synaptics, Inc., FogHorn Systems (Johnson Controls), Azion Technologies, Inc., and Alef Edge, Inc.

Recent Strategies Deployed in Edge AI Software Market

» Partnerships, Collaborations and Agreements:

• Sep-2022: Amazon Web Services collaborated with SK Telecom, the information and communications technology division of SK Group. SK Telecom is a South Korea-based telecommunications firm. Under this collaboration, both organizations would work together to develop new computer vision services, which include optimizing classification, extraction, and analysis to derive insights from images. The integration of SK's expertise in AI and AWS's scalability, and elasticity would advance innovation in AI. Additionally, this collaboration would make computer vision applications easier and more economical to develop, use and advance.
• Mar-2022: Microsoft extended its partnership with AT&T, a US-based global telecommunications company, providing internet access, security, private networking, etc. services. This partnership involves a service named AT&T Private 5G Edge, which is co-developed by Microsoft. AT&T Private 5G Edge, a platform that uses CBRS and AT&T spectrum. Microsoft along with AT&T aims to advance the consolidation that private wireless solutions require, increasing the speed of deployment. Additionally, under this partnership, both organizations would work on AT&T Private Edge.
• Jan-2022: Amazon Web Services extended its partnership with Telenor, a Norwegian-based state-owned telecommunications company, providing data, communication, and telecom services. The extended partnership between AWS and Telenor involves jointly investing in go-to-market activities in various industries including, manufacturing, logistics, supply chain, etc. Additionally, with this partnership, both companies aim to develop the telecommunications industry.
• Sep-2021: Synaptics partnered with Edge Impulse, a US-based firm, providing Machine Learning Solutions. This partnership integrates Synaptics’ Katana™ Ultra Low-Power Edge AI Platform and Edge Impulse's software development platform. This combination provides Synaptics' clients to develop custom models for the Katana platform that would significantly upgrade time to market for battery-powered connected devices at the edge.
• Feb-2021: FogHorn teamed up with IBM, a US-based technology company, primarily into providing software, IT services, hardware, consulting, etc. FogHorn would cash on IBM's cloud expertise, which would enable FogHorn to better serve its clients by enabling them to make well-informed decisions with their data immediately. Additionally, this partnership enables FogHorn to reduce waste, energy consumption, and better up-time.
• Jan-2021: AlefEdge partnered with Netris, a US-based company, providing a cloud-like platform that allows networking and non-networking people to have authority over applications. This partnership provides users with an important tool that allows them to build and manage applications and services.
• Sep-2020: AlefEdge partnered with NTT, a Japan-based global company providing, information technology and consulting services. This partnership would improve the capability to develop edge applications and has the potential to significantly transform everything IoT, social media, etc.
• Sep-2020: AlefEdge came into partnership with NetFoundry, a distributed company providing an open source zero trust networking platform. This partnership integrates NetFoundry’s architecture and AlefEdge's Defined Mobile Edge (SD-ME) platform, enabling AlefEdge to offer organizations to create secure 5G-like applications.
• Jul-2020: IBM teamed up with EY, a Big 4 accounting firm providing a wide variety of services including, assurance, taxation, valuations, risk management, etc. to organizations across the world. This collaboration involves integrating EY's regulatory knowledge, strategy, and business consulting expertise with IBM's technology and hybrid cloud portfolio to advance IBM's clients toward the cloud and help them update and modify their businesses.
• Jul-2020: Google partnered with Orange, a France-based global telecommunications company, primarily into providing cloud computing, network, data, and analytics services. This partnership integrates Google's expertise in cloud technologies, analytics, AI, and Orange's know-how in information, and communication technology services. Additionally, this strategic partnership strengthens Google Cloud's market position in Europe.
• Jul-2020: TIBCO teamed up with Microsoft, a US-based global technology company, providing consumer electronics, personal computers, accessories, etc. This collaboration involves the inclusion of Azure AI to TIBCO, providing customers with more flexibility, less time lag, etc.
• May-2020: IBM came into collaboration with NVIDIA intending to advance analytics and employ applications at the edge. NVIDIA, an American global technology company, provides integrated circuits, laptops, robotics and edge computing, etc. This collaboration integrated IBM's Edge Application Manager with NVIDIA's EGX to help its clients deliver next-generation IoT, 5G-based, and AI services.

» Mergers and Acquisitions:

• Nov-2022: Synaptics acquired Emza Visual Sense, an Israel-based firm, primarily into providing visual sensors. This acquisition reinforces Synaptics' market position and allows it to introduce Human Presence Detection (HPD) solutions.
• May-2022: Google took over MobiledgeX, an edge computing firm providing a marketplace for edge computing resources and services. This acquisition aligns with Google's plan of action to become the open-source champion of operator cloud-native network transformation.
• Mar-2022: Microsoft acquired Nuance Communications, a US-based company that provides speech recognition solutions, healthcare AI solutions and omnichannel customer engagement. This acquisition enables healthcare services providers, a better opportunity to provide economical, attainable healthcare services, and allows organizations in other industries to better serve the needs of their clients.
• Feb-2022: AlefEdge acquired CareerGig, a marketplace engaged in linking freelancers with companies across all industries. This acquisition would lead to the first ever edge developer community, providing developers with the necessary tools to develop applications to improve private mobile networks.
• Mar-2021: Microsoft took over The Marsden Group, a global technology group, providing industrial technology. This acquisition strengthened Microsoft's potential to create customer value by experimenting and providing deep industry solutions formed on edge, Microsoft cloud, and AI.

» Product Launches and Expansions:

• Oct-2022: IBM introduced three libraries in the Embeddable AI product portfolio. These three new libraries allow IBM's independent software partners and their development teams a trouble-free path to develop AI solutions through pre-trained models and runtime orchestration.
• Mar-2022: Synaptics launched the Edge AI evaluation kit (EVK), built on low-power Katana SoC. The Evaluation kit integrates sound, motion, and vision detection software and hardware with wireless and wired connections to untangle the development of edge AI. This product would complete a comprehensive portfolio including software, hardware, technical support, and wireless connectivity, benefitting Synaptics' clients by enabling them to get their IoT ideas to the market.
• Jun-2021: IBM introduced IBM Cloud Pak for Network Automation, a hybrid cloud AI-powered automation software intended to use by communications service providers (CSPs), and can run in varied environments. This product enables IBM to provide better services to its clients in the telco industry, by using AI-powered automation which solves the problem of limited automation and less real-time visibility.

» Geographical Expansions:

• Feb-2022: Amazon Web Services expanded its global footprint by offering AWS Local Zones services in 32 new metropolitan areas in 26 countries across the world. AWS Local Zones are a kind of AWS infrastructure deployment that brings storage, computing, and other services closer to the end-users.

Scope of the Study

Market Segments Covered in the Report:

By Component

• Solution
• Services

By Data Source

• Video & Image Recognition
• Speech Recognition
• Mobile Data
• Sensor Data and Iris & Facial Data

By Deployment Mode

• On-premises
• Cloud

By Organization Size

• Large Enterprises
• Small & Medium Enterprises (SMEs)

By Vertical

• Telecom
• Government & Public Sector
• Manufacturing
• Energy & Utilities
• Travel & Hospitality
• Media & Entertainment
• Healthcare & Life Sciences
• 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

Key Market Players

List of Companies Profiled in the Report:

• Microsoft Corporation
• IBM Corporation
• Google LLC
• Amazon Web Services, Inc. (Amazon.com, Inc.)
• Nutanix, Inc.
• Tibco Software, Inc. (Vista Equity Partners)
• Synaptics, Inc.
• FogHorn Systems (Johnson Controls)
• Azion Technologies, Inc.
• Alef Edge, Inc.

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 Software Market, by Component
1.4.2 Global Edge AI Software Market, by Data Source
1.4.3 Global Edge AI Software Market, by Deployment Mode
1.4.4 Global Edge AI Software Market, by Organization Size
1.4.5 Global Edge AI Software Market, by Vertical
1.4.6 Global Edge AI Software 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 and Scenario
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
3.2.4 Geographical Expansions
3.3 Market Share Analysis, 2021
3.4 Top Winning Strategies
3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements : 2018, Oct– 2022, Sep) Leading Players

Chapter 4. Global Edge AI Software Market by Component
4.1 Global Solution Market by Region
4.2 Global Services Market by Region

Chapter 5. Global Edge AI Software Market by Data Source
5.1 Global Video & Image Recognition Market by Region
5.2 Global Speech Recognition Market by Region
5.3 Global Mobile Data Market by Region
5.4 Global Sensor Data Market by Region
5.5 Global Iris & Facial Data Market by Region

Chapter 6. Global Edge AI Software Market by Deployment Mode
6.1 Global On-premises Market by Region
6.2 Global Cloud Market by Region

Chapter 7. Global Edge AI Software Market by Organization Size
7.1 Global Large Enterprises Market by Region
7.2 Global Small & Medium Enterprises (SMEs) Market by Region

Chapter 8. Global Edge AI Software Market by Vertical
8.1 Global Telecom Market by Region
8.2 Global Government & Public Sector Market by Region
8.3 Global Manufacturing Market by Region
8.4 Global Energy & Utilities Market by Region
8.5 Global Travel & Hospitality Market by Region
8.6 Global Media & Entertainment Market by Region
8.7 Global Healthcare & Life Sciences Market by Region
8.8 Global Others Market by Region

Chapter 9. Global Edge AI Software Market by Region
9.1 North America Edge AI Software Market
9.1.1 North America Edge AI Software Market by Component
9.1.1.1 North America Solution Market by Country
9.1.1.2 North America Services Market by Country
9.1.2 North America Edge AI Software Market by Data Source
9.1.2.1 North America Video & Image Recognition Market by Country
9.1.2.2 North America Speech Recognition Market by Country
9.1.2.3 North America Mobile Data Market by Country
9.1.2.4 North America Sensor Data Market by Country
9.1.2.5 North America Iris & Facial Data Market by Country
9.1.3 North America Edge AI Software Market by Deployment Mode
9.1.3.1 North America On-premises Market by Country
9.1.3.2 North America Cloud Market by Country
9.1.4 North America Edge AI Software Market by Organization Size
9.1.4.1 North America Large Enterprises Market by Country
9.1.4.2 North America Small & Medium Enterprises (SMEs) Market by Country
9.1.5 North America Edge AI Software Market by Vertical
9.1.5.1 North America Telecom Market by Country
9.1.5.2 North America Government & Public Sector Market by Country
9.1.5.3 North America Manufacturing Market by Country
9.1.5.4 North America Energy & Utilities Market by Country
9.1.5.5 North America Travel & Hospitality Market by Country
9.1.5.6 North America Media & Entertainment Market by Country
9.1.5.7 North America Healthcare & Life Sciences Market by Country
9.1.5.8 North America Others Market by Country
9.1.6 North America Edge AI Software Market by Country
9.1.6.1 US Edge AI Software Market
9.1.6.1.1 US Edge AI Software Market by Component
9.1.6.1.2 US Edge AI Software Market by Data Source
9.1.6.1.3 US Edge AI Software Market by Deployment Mode
9.1.6.1.4 US Edge AI Software Market by Organization Size
9.1.6.1.5 US Edge AI Software Market by Vertical
9.1.6.2 Canada Edge AI Software Market
9.1.6.2.1 Canada Edge AI Software Market by Component
9.1.6.2.2 Canada Edge AI Software Market by Data Source
9.1.6.2.3 Canada Edge AI Software Market by Deployment Mode
9.1.6.2.4 Canada Edge AI Software Market by Organization Size
9.1.6.2.5 Canada Edge AI Software Market by Vertical
9.1.6.3 Mexico Edge AI Software Market
9.1.6.3.1 Mexico Edge AI Software Market by Component
9.1.6.3.2 Mexico Edge AI Software Market by Data Source
9.1.6.3.3 Mexico Edge AI Software Market by Deployment Mode
9.1.6.3.4 Mexico Edge AI Software Market by Organization Size
9.1.6.3.5 Mexico Edge AI Software Market by Vertical
9.1.6.4 Rest of North America Edge AI Software Market
9.1.6.4.1 Rest of North America Edge AI Software Market by Component
9.1.6.4.2 Rest of North America Edge AI Software Market by Data Source
9.1.6.4.3 Rest of North America Edge AI Software Market by Deployment Mode
9.1.6.4.4 Rest of North America Edge AI Software Market by Organization Size
9.1.6.4.5 Rest of North America Edge AI Software Market by Vertical
9.2 Europe Edge AI Software Market
9.2.1 Europe Edge AI Software Market by Component
9.2.1.1 Europe Solution Market by Country
9.2.1.2 Europe Services Market by Country
9.2.2 Europe Edge AI Software Market by Data Source
9.2.2.1 Europe Video & Image Recognition Market by Country
9.2.2.2 Europe Speech Recognition Market by Country
9.2.2.3 Europe Mobile Data Market by Country
9.2.2.4 Europe Sensor Data Market by Country
9.2.2.5 Europe Iris & Facial Data Market by Country
9.2.3 Europe Edge AI Software Market by Deployment Mode
9.2.3.1 Europe On-premises Market by Country
9.2.3.2 Europe Cloud Market by Country
9.2.4 Europe Edge AI Software Market by Organization Size
9.2.4.1 Europe Large Enterprises Market by Country
9.2.4.2 Europe Small & Medium Enterprises (SMEs) Market by Country
9.2.5 Europe Edge AI Software Market by Vertical
9.2.5.1 Europe Telecom Market by Country
9.2.5.2 Europe Government & Public Sector Market by Country
9.2.5.3 Europe Manufacturing Market by Country
9.2.5.4 Europe Energy & Utilities Market by Country
9.2.5.5 Europe Travel & Hospitality Market by Country
9.2.5.6 Europe Media & Entertainment Market by Country
9.2.5.7 Europe Healthcare & Life Sciences Market by Country
9.2.5.8 Europe Others Market by Country
9.2.6 Europe Edge AI Software Market by Country
9.2.6.1 Germany Edge AI Software Market
9.2.6.1.1 Germany Edge AI Software Market by Component
9.2.6.1.2 Germany Edge AI Software Market by Data Source
9.2.6.1.3 Germany Edge AI Software Market by Deployment Mode
9.2.6.1.4 Germany Edge AI Software Market by Organization Size
9.2.6.1.5 Germany Edge AI Software Market by Vertical
9.2.6.2 UK Edge AI Software Market
9.2.6.2.1 UK Edge AI Software Market by Component
9.2.6.2.2 UK Edge AI Software Market by Data Source
9.2.6.2.3 UK Edge AI Software Market by Deployment Mode
9.2.6.2.4 UK Edge AI Software Market by Organization Size
9.2.6.2.5 UK Edge AI Software Market by Vertical
9.2.6.3 France Edge AI Software Market
9.2.6.3.1 France Edge AI Software Market by Component
9.2.6.3.2 France Edge AI Software Market by Data Source
9.2.6.3.3 France Edge AI Software Market by Deployment Mode
9.2.6.3.4 France Edge AI Software Market by Organization Size
9.2.6.3.5 France Edge AI Software Market by Vertical
9.2.6.4 Russia Edge AI Software Market
9.2.6.4.1 Russia Edge AI Software Market by Component
9.2.6.4.2 Russia Edge AI Software Market by Data Source
9.2.6.4.3 Russia Edge AI Software Market by Deployment Mode
9.2.6.4.4 Russia Edge AI Software Market by Organization Size
9.2.6.4.5 Russia Edge AI Software Market by Vertical
9.2.6.5 Spain Edge AI Software Market
9.2.6.5.1 Spain Edge AI Software Market by Component
9.2.6.5.2 Spain Edge AI Software Market by Data Source
9.2.6.5.3 Spain Edge AI Software Market by Deployment Mode
9.2.6.5.4 Spain Edge AI Software Market by Organization Size
9.2.6.5.5 Spain Edge AI Software Market by Vertical
9.2.6.6 Italy Edge AI Software Market
9.2.6.6.1 Italy Edge AI Software Market by Component
9.2.6.6.2 Italy Edge AI Software Market by Data Source
9.2.6.6.3 Italy Edge AI Software Market by Deployment Mode
9.2.6.6.4 Italy Edge AI Software Market by Organization Size
9.2.6.6.5 Italy Edge AI Software Market by Vertical
9.2.6.7 Rest of Europe Edge AI Software Market
9.2.6.7.1 Rest of Europe Edge AI Software Market by Component
9.2.6.7.2 Rest of Europe Edge AI Software Market by Data Source
9.2.6.7.3 Rest of Europe Edge AI Software Market by Deployment Mode
9.2.6.7.4 Rest of Europe Edge AI Software Market by Organization Size
9.2.6.7.5 Rest of Europe Edge AI Software Market by Vertical
9.3 Asia Pacific Edge AI Software Market
9.3.1 Asia Pacific Edge AI Software Market by Component
9.3.1.1 Asia Pacific Solution Market by Country
9.3.1.2 Asia Pacific Services Market by Country
9.3.2 Asia Pacific Edge AI Software Market by Data Source
9.3.2.1 Asia Pacific Video & Image Recognition Market by Country
9.3.2.2 Asia Pacific Speech Recognition Market by Country
9.3.2.3 Asia Pacific Mobile Data Market by Country
9.3.2.4 Asia Pacific Sensor Data Market by Country
9.3.2.5 Asia Pacific Iris & Facial Data Market by Country
9.3.3 Asia Pacific Edge AI Software Market by Deployment Mode
9.3.3.1 Asia Pacific On-premises Market by Country
9.3.3.2 Asia Pacific Cloud Market by Country
9.3.4 Asia Pacific Edge AI Software Market by Organization Size
9.3.4.1 Asia Pacific Large Enterprises Market by Country
9.3.4.2 Asia Pacific Small & Medium Enterprises (SMEs) Market by Country
9.3.5 Asia Pacific Edge AI Software Market by Vertical
9.3.5.1 Asia Pacific Telecom Market by Country
9.3.5.2 Asia Pacific Government & Public Sector Market by Country
9.3.5.3 Asia Pacific Manufacturing Market by Country
9.3.5.4 Asia Pacific Energy & Utilities Market by Country
9.3.5.5 Asia Pacific Travel & Hospitality Market by Country
9.3.5.6 Asia Pacific Media & Entertainment Market by Country
9.3.5.7 Asia Pacific Healthcare & Life Sciences Market by Country
9.3.5.8 Asia Pacific Others Market by Country
9.3.6 Asia Pacific Edge AI Software Market by Country
9.3.6.1 China Edge AI Software Market
9.3.6.1.1 China Edge AI Software Market by Component
9.3.6.1.2 China Edge AI Software Market by Data Source
9.3.6.1.3 China Edge AI Software Market by Deployment Mode
9.3.6.1.4 China Edge AI Software Market by Organization Size
9.3.6.1.5 China Edge AI Software Market by Vertical
9.3.6.2 Japan Edge AI Software Market
9.3.6.2.1 Japan Edge AI Software Market by Component
9.3.6.2.2 Japan Edge AI Software Market by Data Source
9.3.6.2.3 Japan Edge AI Software Market by Deployment Mode
9.3.6.2.4 Japan Edge AI Software Market by Organization Size
9.3.6.2.5 Japan Edge AI Software Market by Vertical
9.3.6.3 India Edge AI Software Market
9.3.6.3.1 India Edge AI Software Market by Component
9.3.6.3.2 India Edge AI Software Market by Data Source
9.3.6.3.3 India Edge AI Software Market by Deployment Mode
9.3.6.3.4 India Edge AI Software Market by Organization Size
9.3.6.3.5 India Edge AI Software Market by Vertical
9.3.6.4 South Korea Edge AI Software Market
9.3.6.4.1 South Korea Edge AI Software Market by Component
9.3.6.4.2 South Korea Edge AI Software Market by Data Source
9.3.6.4.3 South Korea Edge AI Software Market by Deployment Mode
9.3.6.4.4 South Korea Edge AI Software Market by Organization Size
9.3.6.4.5 South Korea Edge AI Software Market by Vertical
9.3.6.5 Singapore Edge AI Software Market
9.3.6.5.1 Singapore Edge AI Software Market by Component
9.3.6.5.2 Singapore Edge AI Software Market by Data Source
9.3.6.5.3 Singapore Edge AI Software Market by Deployment Mode
9.3.6.5.4 Singapore Edge AI Software Market by Organization Size
9.3.6.5.5 Singapore Edge AI Software Market by Vertical
9.3.6.6 Malaysia Edge AI Software Market
9.3.6.6.1 Malaysia Edge AI Software Market by Component
9.3.6.6.2 Malaysia Edge AI Software Market by Data Source
9.3.6.6.3 Malaysia Edge AI Software Market by Deployment Mode
9.3.6.6.4 Malaysia Edge AI Software Market by Organization Size
9.3.6.6.5 Malaysia Edge AI Software Market by Vertical
9.3.6.7 Rest of Asia Pacific Edge AI Software Market
9.3.6.7.1 Rest of Asia Pacific Edge AI Software Market by Component
9.3.6.7.2 Rest of Asia Pacific Edge AI Software Market by Data Source
9.3.6.7.3 Rest of Asia Pacific Edge AI Software Market by Deployment Mode
9.3.6.7.4 Rest of Asia Pacific Edge AI Software Market by Organization Size
9.3.6.7.5 Rest of Asia Pacific Edge AI Software Market by Vertical
9.4 LAMEA Edge AI Software Market
9.4.1 LAMEA Edge AI Software Market by Component
9.4.1.1 LAMEA Solution Market by Country
9.4.1.2 LAMEA Services Market by Country
9.4.2 LAMEA Edge AI Software Market by Data Source
9.4.2.1 LAMEA Video & Image Recognition Market by Country
9.4.2.2 LAMEA Speech Recognition Market by Country
9.4.2.3 LAMEA Mobile Data Market by Country
9.4.2.4 LAMEA Sensor Data Market by Country
9.4.2.5 LAMEA Iris & Facial Data Market by Country
9.4.3 LAMEA Edge AI Software Market by Deployment Mode
9.4.3.1 LAMEA On-premises Market by Country
9.4.3.2 LAMEA Cloud Market by Country
9.4.4 LAMEA Edge AI Software Market by Organization Size
9.4.4.1 LAMEA Large Enterprises Market by Country
9.4.4.2 LAMEA Small & Medium Enterprises (SMEs) Market by Country
9.4.5 LAMEA Edge AI Software Market by Vertical
9.4.5.1 LAMEA Telecom Market by Country
9.4.5.2 LAMEA Government & Public Sector Market by Country
9.4.5.3 LAMEA Manufacturing Market by Country
9.4.5.4 LAMEA Energy & Utilities Market by Country
9.4.5.5 LAMEA Travel & Hospitality Market by Country
9.4.5.6 LAMEA Media & Entertainment Market by Country
9.4.5.7 LAMEA Healthcare & Life Sciences Market by Country
9.4.5.8 LAMEA Others Market by Country
9.4.6 LAMEA Edge AI Software Market by Country
9.4.6.1 Brazil Edge AI Software Market
9.4.6.1.1 Brazil Edge AI Software Market by Component
9.4.6.1.2 Brazil Edge AI Software Market by Data Source
9.4.6.1.3 Brazil Edge AI Software Market by Deployment Mode
9.4.6.1.4 Brazil Edge AI Software Market by Organization Size
9.4.6.1.5 Brazil Edge AI Software Market by Vertical
9.4.6.2 Argentina Edge AI Software Market
9.4.6.2.1 Argentina Edge AI Software Market by Component
9.4.6.2.2 Argentina Edge AI Software Market by Data Source
9.4.6.2.3 Argentina Edge AI Software Market by Deployment Mode
9.4.6.2.4 Argentina Edge AI Software Market by Organization Size
9.4.6.2.5 Argentina Edge AI Software Market by Vertical
9.4.6.3 UAE Edge AI Software Market
9.4.6.3.1 UAE Edge AI Software Market by Component
9.4.6.3.2 UAE Edge AI Software Market by Data Source
9.4.6.3.3 UAE Edge AI Software Market by Deployment Mode
9.4.6.3.4 UAE Edge AI Software Market by Organization Size
9.4.6.3.5 UAE Edge AI Software Market by Vertical
9.4.6.4 Saudi Arabia Edge AI Software Market
9.4.6.4.1 Saudi Arabia Edge AI Software Market by Component
9.4.6.4.2 Saudi Arabia Edge AI Software Market by Data Source
9.4.6.4.3 Saudi Arabia Edge AI Software Market by Deployment Mode
9.4.6.4.4 Saudi Arabia Edge AI Software Market by Organization Size
9.4.6.4.5 Saudi Arabia Edge AI Software Market by Vertical
9.4.6.5 South Africa Edge AI Software Market
9.4.6.5.1 South Africa Edge AI Software Market by Component
9.4.6.5.2 South Africa Edge AI Software Market by Data Source
9.4.6.5.3 South Africa Edge AI Software Market by Deployment Mode
9.4.6.5.4 South Africa Edge AI Software Market by Organization Size
9.4.6.5.5 South Africa Edge AI Software Market by Vertical
9.4.6.6 Nigeria Edge AI Software Market
9.4.6.6.1 Nigeria Edge AI Software Market by Component
9.4.6.6.2 Nigeria Edge AI Software Market by Data Source
9.4.6.6.3 Nigeria Edge AI Software Market by Deployment Mode
9.4.6.6.4 Nigeria Edge AI Software Market by Organization Size
9.4.6.6.5 Nigeria Edge AI Software Market by Vertical
9.4.6.7 Rest of LAMEA Edge AI Software Market
9.4.6.7.1 Rest of LAMEA Edge AI Software Market by Component
9.4.6.7.2 Rest of LAMEA Edge AI Software Market by Data Source
9.4.6.7.3 Rest of LAMEA Edge AI Software Market by Deployment Mode
9.4.6.7.4 Rest of LAMEA Edge AI Software Market by Organization Size
9.4.6.7.5 Rest of LAMEA Edge AI Software Market by Vertical

Chapter 10. Company Profiles
10.1 Microsoft Corporation
10.1.1 Company Overview
10.1.2 Financial Analysis
10.1.3 Segmental and Regional Analysis
10.1.4 Research & Development Expenses
10.1.5 Recent strategies and developments:
10.1.5.1 Partnerships, Collaborations, and Agreements:
10.1.5.2 Acquisition and Mergers:
10.1.6 SWOT Analysis
10.2 IBM Corporation
10.2.1 Company Overview
10.2.2 Financial Analysis
10.2.3 Regional & Segmental Analysis
10.2.4 Research & Development Expenses
10.2.5 Recent strategies and developments:
10.2.5.1 Partnerships, Collaborations, and Agreements:
10.2.5.2 Product Launches and Product Expansions:
10.2.6 SWOT Analysis
10.3 Amazon Web Services, Inc. (Amazon.com, Inc.)
10.3.1 Company Overview
10.3.2 Financial Analysis
10.3.3 Segmental Analysis
10.3.4 Recent strategies and developments:
10.3.4.1 Partnerships, Collaborations, and Agreements:
10.3.4.2 Geographical Expansions:
10.3.5 SWOT Analysis
10.4 Google LLC
10.4.1 Company Overview
10.4.2 Financial Analysis
10.4.3 Segmental and Regional Analysis
10.4.4 Research & Development Expense
10.4.5 Recent strategies and developments:
10.4.5.1 Partnerships, Collaborations, and Agreements:
10.4.5.2 Acquisition and Mergers:
10.4.6 SWOT Analysis
10.5 Synaptics, Inc.
10.5.1 Company Overview
10.5.2 Financial Analysis
10.5.3 Regional Analysis
10.5.4 Research & Development Expenses
10.5.5 Recent strategies and developments:
10.5.5.1 Partnerships, Collaborations, and Agreements:
10.5.5.2 Product Launches and Product Expansions:
10.5.5.3 Acquisition and Mergers:
10.6 Johnson Controls International PLC (FogHorn Systems)
10.6.1 Company Overview
10.6.2 Financial Analysis
10.6.3 Segmental & Regional Analysis
10.6.4 Research & Development Expenses
10.6.5 Recent strategies and developments:
10.6.5.1 Partnerships, Collaborations, and Agreements:
10.7 Nutanix, Inc.
10.7.1 Company Overview
10.7.2 Financial Analysis
10.7.3 Regional Analysis
10.7.4 Research & Development Expenses
10.8 Alef Edge, Inc.
10.8.1 Company Overview
10.8.2 Recent strategies and developments:
10.8.2.1 Partnerships, Collaborations, and Agreements:
10.8.2.2 Acquisition and Mergers:
10.9 Tibco Software, Inc. (Vista Equity Partners)
10.9.1 Company Overview
10.9.2 Recent strategies and developments:
10.9.2.1 Partnerships, Collaborations, and Agreements:
10.10. Azion Technologies, Inc.
10.10.1 Company Overview

TABLE 1 Global Edge AI Software Market, 2018 - 2021, USD Million
TABLE 2 Global Edge AI Software Market, 2022 - 2028, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Edge AI Software Market
TABLE 4 Product Launches And Product Expansions– Edge AI Software Market
TABLE 5 Acquisition and Mergers– Edge AI Software Market
TABLE 6 Geographical Expansions – Edge AI Software Market
TABLE 7 Global Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 8 Global Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 9 Global Solution Market by Region, 2018 - 2021, USD Million
TABLE 10 Global Solution Market by Region, 2022 - 2028, USD Million
TABLE 11 Global Services Market by Region, 2018 - 2021, USD Million
TABLE 12 Global Services Market by Region, 2022 - 2028, USD Million
TABLE 13 Global Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 14 Global Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 15 Global Video & Image Recognition Market by Region, 2018 - 2021, USD Million
TABLE 16 Global Video & Image Recognition Market by Region, 2022 - 2028, USD Million
TABLE 17 Global Speech Recognition Market by Region, 2018 - 2021, USD Million
TABLE 18 Global Speech Recognition Market by Region, 2022 - 2028, USD Million
TABLE 19 Global Mobile Data Market by Region, 2018 - 2021, USD Million
TABLE 20 Global Mobile Data Market by Region, 2022 - 2028, USD Million
TABLE 21 Global Sensor Data Market by Region, 2018 - 2021, USD Million
TABLE 22 Global Sensor Data Market by Region, 2022 - 2028, USD Million
TABLE 23 Global Iris & Facial Data Market by Region, 2018 - 2021, USD Million
TABLE 24 Global Iris & Facial Data Market by Region, 2022 - 2028, USD Million
TABLE 25 Global Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 26 Global Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 27 Global On-premises Market by Region, 2018 - 2021, USD Million
TABLE 28 Global On-premises Market by Region, 2022 - 2028, USD Million
TABLE 29 Global Cloud Market by Region, 2018 - 2021, USD Million
TABLE 30 Global Cloud Market by Region, 2022 - 2028, USD Million
TABLE 31 Global Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 32 Global Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 33 Global Large Enterprises Market by Region, 2018 - 2021, USD Million
TABLE 34 Global Large Enterprises Market by Region, 2022 - 2028, USD Million
TABLE 35 Global Small & Medium Enterprises (SMEs) Market by Region, 2018 - 2021, USD Million
TABLE 36 Global Small & Medium Enterprises (SMEs) Market by Region, 2022 - 2028, USD Million
TABLE 37 Global Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 38 Global Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 39 Global Telecom Market by Region, 2018 - 2021, USD Million
TABLE 40 Global Telecom Market by Region, 2022 - 2028, USD Million
TABLE 41 Global Government & Public Sector Market by Region, 2018 - 2021, USD Million
TABLE 42 Global Government & Public Sector Market by Region, 2022 - 2028, USD Million
TABLE 43 Global Manufacturing Market by Region, 2018 - 2021, USD Million
TABLE 44 Global Manufacturing Market by Region, 2022 - 2028, USD Million
TABLE 45 Global Energy & Utilities Market by Region, 2018 - 2021, USD Million
TABLE 46 Global Energy & Utilities Market by Region, 2022 - 2028, USD Million
TABLE 47 Global Travel & Hospitality Market by Region, 2018 - 2021, USD Million
TABLE 48 Global Travel & Hospitality Market by Region, 2022 - 2028, USD Million
TABLE 49 Global Media & Entertainment Market by Region, 2018 - 2021, USD Million
TABLE 50 Global Media & Entertainment Market by Region, 2022 - 2028, USD Million
TABLE 51 Global Healthcare & Life Sciences Market by Region, 2018 - 2021, USD Million
TABLE 52 Global Healthcare & Life Sciences Market by Region, 2022 - 2028, USD Million
TABLE 53 Global Others Market by Region, 2018 - 2021, USD Million
TABLE 54 Global Others Market by Region, 2022 - 2028, USD Million
TABLE 55 Global Edge AI Software Market by Region, 2018 - 2021, USD Million
TABLE 56 Global Edge AI Software Market by Region, 2022 - 2028, USD Million
TABLE 57 North America Edge AI Software Market, 2018 - 2021, USD Million
TABLE 58 North America Edge AI Software Market, 2022 - 2028, USD Million
TABLE 59 North America Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 60 North America Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 61 North America Solution Market by Country, 2018 - 2021, USD Million
TABLE 62 North America Solution Market by Country, 2022 - 2028, USD Million
TABLE 63 North America Services Market by Country, 2018 - 2021, USD Million
TABLE 64 North America Services Market by Country, 2022 - 2028, USD Million
TABLE 65 North America Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 66 North America Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 67 North America Video & Image Recognition Market by Country, 2018 - 2021, USD Million
TABLE 68 North America Video & Image Recognition Market by Country, 2022 - 2028, USD Million
TABLE 69 North America Speech Recognition Market by Country, 2018 - 2021, USD Million
TABLE 70 North America Speech Recognition Market by Country, 2022 - 2028, USD Million
TABLE 71 North America Mobile Data Market by Country, 2018 - 2021, USD Million
TABLE 72 North America Mobile Data Market by Country, 2022 - 2028, USD Million
TABLE 73 North America Sensor Data Market by Country, 2018 - 2021, USD Million
TABLE 74 North America Sensor Data Market by Country, 2022 - 2028, USD Million
TABLE 75 North America Iris & Facial Data Market by Country, 2018 - 2021, USD Million
TABLE 76 North America Iris & Facial Data Market by Country, 2022 - 2028, USD Million
TABLE 77 North America Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 78 North America Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 79 North America On-premises Market by Country, 2018 - 2021, USD Million
TABLE 80 North America On-premises Market by Country, 2022 - 2028, USD Million
TABLE 81 North America Cloud Market by Country, 2018 - 2021, USD Million
TABLE 82 North America Cloud Market by Country, 2022 - 2028, USD Million
TABLE 83 North America Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 84 North America Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 85 North America Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 86 North America Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 87 North America Small & Medium Enterprises (SMEs) Market by Country, 2018 - 2021, USD Million
TABLE 88 North America Small & Medium Enterprises (SMEs) Market by Country, 2022 - 2028, USD Million
TABLE 89 North America Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 90 North America Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 91 North America Telecom Market by Country, 2018 - 2021, USD Million
TABLE 92 North America Telecom Market by Country, 2022 - 2028, USD Million
TABLE 93 North America Government & Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 94 North America Government & Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 95 North America Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 96 North America Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 97 North America Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 98 North America Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 99 North America Travel & Hospitality Market by Country, 2018 - 2021, USD Million
TABLE 100 North America Travel & Hospitality Market by Country, 2022 - 2028, USD Million
TABLE 101 North America Media & Entertainment Market by Country, 2018 - 2021, USD Million
TABLE 102 North America Media & Entertainment Market by Country, 2022 - 2028, USD Million
TABLE 103 North America Healthcare & Life Sciences Market by Country, 2018 - 2021, USD Million
TABLE 104 North America Healthcare & Life Sciences Market by Country, 2022 - 2028, USD Million
TABLE 105 North America Others Market by Country, 2018 - 2021, USD Million
TABLE 106 North America Others Market by Country, 2022 - 2028, USD Million
TABLE 107 North America Edge AI Software Market by Country, 2018 - 2021, USD Million
TABLE 108 North America Edge AI Software Market by Country, 2022 - 2028, USD Million
TABLE 109 US Edge AI Software Market, 2018 - 2021, USD Million
TABLE 110 US Edge AI Software Market, 2022 - 2028, USD Million
TABLE 111 US Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 112 US Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 113 US Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 114 US Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 115 US Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 116 US Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 117 US Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 118 US Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 119 US Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 120 US Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 121 Canada Edge AI Software Market, 2018 - 2021, USD Million
TABLE 122 Canada Edge AI Software Market, 2022 - 2028, USD Million
TABLE 123 Canada Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 124 Canada Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 125 Canada Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 126 Canada Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 127 Canada Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 128 Canada Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 129 Canada Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 130 Canada Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 131 Canada Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 132 Canada Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 133 Mexico Edge AI Software Market, 2018 - 2021, USD Million
TABLE 134 Mexico Edge AI Software Market, 2022 - 2028, USD Million
TABLE 135 Mexico Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 136 Mexico Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 137 Mexico Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 138 Mexico Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 139 Mexico Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 140 Mexico Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 141 Mexico Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 142 Mexico Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 143 Mexico Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 144 Mexico Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 145 Rest of North America Edge AI Software Market, 2018 - 2021, USD Million
TABLE 146 Rest of North America Edge AI Software Market, 2022 - 2028, USD Million
TABLE 147 Rest of North America Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 148 Rest of North America Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 149 Rest of North America Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 150 Rest of North America Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 151 Rest of North America Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 152 Rest of North America Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 153 Rest of North America Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 154 Rest of North America Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 155 Rest of North America Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 156 Rest of North America Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 157 Europe Edge AI Software Market, 2018 - 2021, USD Million
TABLE 158 Europe Edge AI Software Market, 2022 - 2028, USD Million
TABLE 159 Europe Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 160 Europe Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 161 Europe Solution Market by Country, 2018 - 2021, USD Million
TABLE 162 Europe Solution Market by Country, 2022 - 2028, USD Million
TABLE 163 Europe Services Market by Country, 2018 - 2021, USD Million
TABLE 164 Europe Services Market by Country, 2022 - 2028, USD Million
TABLE 165 Europe Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 166 Europe Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 167 Europe Video & Image Recognition Market by Country, 2018 - 2021, USD Million
TABLE 168 Europe Video & Image Recognition Market by Country, 2022 - 2028, USD Million
TABLE 169 Europe Speech Recognition Market by Country, 2018 - 2021, USD Million
TABLE 170 Europe Speech Recognition Market by Country, 2022 - 2028, USD Million
TABLE 171 Europe Mobile Data Market by Country, 2018 - 2021, USD Million
TABLE 172 Europe Mobile Data Market by Country, 2022 - 2028, USD Million
TABLE 173 Europe Sensor Data Market by Country, 2018 - 2021, USD Million
TABLE 174 Europe Sensor Data Market by Country, 2022 - 2028, USD Million
TABLE 175 Europe Iris & Facial Data Market by Country, 2018 - 2021, USD Million
TABLE 176 Europe Iris & Facial Data Market by Country, 2022 - 2028, USD Million
TABLE 177 Europe Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 178 Europe Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 179 Europe On-premises Market by Country, 2018 - 2021, USD Million
TABLE 180 Europe On-premises Market by Country, 2022 - 2028, USD Million
TABLE 181 Europe Cloud Market by Country, 2018 - 2021, USD Million
TABLE 182 Europe Cloud Market by Country, 2022 - 2028, USD Million
TABLE 183 Europe Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 184 Europe Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 185 Europe Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 186 Europe Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 187 Europe Small & Medium Enterprises (SMEs) Market by Country, 2018 - 2021, USD Million
TABLE 188 Europe Small & Medium Enterprises (SMEs) Market by Country, 2022 - 2028, USD Million
TABLE 189 Europe Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 190 Europe Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 191 Europe Telecom Market by Country, 2018 - 2021, USD Million
TABLE 192 Europe Telecom Market by Country, 2022 - 2028, USD Million
TABLE 193 Europe Government & Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 194 Europe Government & Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 195 Europe Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 196 Europe Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 197 Europe Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 198 Europe Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 199 Europe Travel & Hospitality Market by Country, 2018 - 2021, USD Million
TABLE 200 Europe Travel & Hospitality Market by Country, 2022 - 2028, USD Million
TABLE 200 Europe Travel & Hospitality Market by Country, 2022 - 2028, USD Million
TABLE 201 Europe Media & Entertainment Market by Country, 2018 - 2021, USD Million
TABLE 202 Europe Media & Entertainment Market by Country, 2022 - 2028, USD Million
TABLE 203 Europe Healthcare & Life Sciences Market by Country, 2018 - 2021, USD Million
TABLE 204 Europe Healthcare & Life Sciences Market by Country, 2022 - 2028, USD Million
TABLE 205 Europe Others Market by Country, 2018 - 2021, USD Million
TABLE 206 Europe Others Market by Country, 2022 - 2028, USD Million
TABLE 207 Europe Edge AI Software Market by Country, 2018 - 2021, USD Million
TABLE 208 Europe Edge AI Software Market by Country, 2022 - 2028, USD Million
TABLE 209 Germany Edge AI Software Market, 2018 - 2021, USD Million
TABLE 210 Germany Edge AI Software Market, 2022 - 2028, USD Million
TABLE 211 Germany Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 212 Germany Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 213 Germany Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 214 Germany Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 215 Germany Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 216 Germany Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 217 Germany Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 218 Germany Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 219 Germany Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 220 Germany Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 221 UK Edge AI Software Market, 2018 - 2021, USD Million
TABLE 222 UK Edge AI Software Market, 2022 - 2028, USD Million
TABLE 223 UK Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 224 UK Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 225 UK Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 226 UK Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 227 UK Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 228 UK Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 229 UK Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 230 UK Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 231 UK Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 232 UK Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 233 France Edge AI Software Market, 2018 - 2021, USD Million
TABLE 234 France Edge AI Software Market, 2022 - 2028, USD Million
TABLE 235 France Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 236 France Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 237 France Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 238 France Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 239 France Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 240 France Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 241 France Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 242 France Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 243 France Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 244 France Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 245 Russia Edge AI Software Market, 2018 - 2021, USD Million
TABLE 246 Russia Edge AI Software Market, 2022 - 2028, USD Million
TABLE 247 Russia Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 248 Russia Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 249 Russia Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 250 Russia Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 251 Russia Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 252 Russia Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 253 Russia Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 254 Russia Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 255 Russia Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 256 Russia Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 257 Spain Edge AI Software Market, 2018 - 2021, USD Million
TABLE 258 Spain Edge AI Software Market, 2022 - 2028, USD Million
TABLE 259 Spain Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 260 Spain Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 261 Spain Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 262 Spain Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 263 Spain Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 264 Spain Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 265 Spain Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 266 Spain Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 267 Spain Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 268 Spain Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 269 Italy Edge AI Software Market, 2018 - 2021, USD Million
TABLE 270 Italy Edge AI Software Market, 2022 - 2028, USD Million
TABLE 271 Italy Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 272 Italy Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 273 Italy Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 274 Italy Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 275 Italy Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 276 Italy Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 277 Italy Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 278 Italy Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 279 Italy Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 280 Italy Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 281 Rest of Europe Edge AI Software Market, 2018 - 2021, USD Million
TABLE 282 Rest of Europe Edge AI Software Market, 2022 - 2028, USD Million
TABLE 283 Rest of Europe Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 284 Rest of Europe Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 285 Rest of Europe Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 286 Rest of Europe Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 287 Rest of Europe Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 288 Rest of Europe Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 289 Rest of Europe Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 290 Rest of Europe Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 291 Rest of Europe Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 292 Rest of Europe Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 293 Asia Pacific Edge AI Software Market, 2018 - 2021, USD Million
TABLE 294 Asia Pacific Edge AI Software Market, 2022 - 2028, USD Million
TABLE 295 Asia Pacific Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 296 Asia Pacific Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 297 Asia Pacific Solution Market by Country, 2018 - 2021, USD Million
TABLE 298 Asia Pacific Solution Market by Country, 2022 - 2028, USD Million
TABLE 299 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
TABLE 300 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
TABLE 301 Asia Pacific Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 302 Asia Pacific Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 303 Asia Pacific Video & Image Recognition Market by Country, 2018 - 2021, USD Million
TABLE 304 Asia Pacific Video & Image Recognition Market by Country, 2022 - 2028, USD Million
TABLE 305 Asia Pacific Speech Recognition Market by Country, 2018 - 2021, USD Million
TABLE 306 Asia Pacific Speech Recognition Market by Country, 2022 - 2028, USD Million
TABLE 307 Asia Pacific Mobile Data Market by Country, 2018 - 2021, USD Million
TABLE 308 Asia Pacific Mobile Data Market by Country, 2022 - 2028, USD Million
TABLE 309 Asia Pacific Sensor Data Market by Country, 2018 - 2021, USD Million
TABLE 310 Asia Pacific Sensor Data Market by Country, 2022 - 2028, USD Million
TABLE 311 Asia Pacific Iris & Facial Data Market by Country, 2018 - 2021, USD Million
TABLE 312 Asia Pacific Iris & Facial Data Market by Country, 2022 - 2028, USD Million
TABLE 313 Asia Pacific Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 314 Asia Pacific Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 315 Asia Pacific On-premises Market by Country, 2018 - 2021, USD Million
TABLE 316 Asia Pacific On-premises Market by Country, 2022 - 2028, USD Million
TABLE 317 Asia Pacific Cloud Market by Country, 2018 - 2021, USD Million
TABLE 318 Asia Pacific Cloud Market by Country, 2022 - 2028, USD Million
TABLE 319 Asia Pacific Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 320 Asia Pacific Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 321 Asia Pacific Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 322 Asia Pacific Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 323 Asia Pacific Small & Medium Enterprises (SMEs) Market by Country, 2018 - 2021, USD Million
TABLE 324 Asia Pacific Small & Medium Enterprises (SMEs) Market by Country, 2022 - 2028, USD Million
TABLE 325 Asia Pacific Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 326 Asia Pacific Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 327 Asia Pacific Telecom Market by Country, 2018 - 2021, USD Million
TABLE 328 Asia Pacific Telecom Market by Country, 2022 - 2028, USD Million
TABLE 329 Asia Pacific Government & Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 330 Asia Pacific Government & Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 331 Asia Pacific Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 332 Asia Pacific Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 333 Asia Pacific Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 334 Asia Pacific Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 335 Asia Pacific Travel & Hospitality Market by Country, 2018 - 2021, USD Million
TABLE 336 Asia Pacific Travel & Hospitality Market by Country, 2022 - 2028, USD Million
TABLE 337 Asia Pacific Media & Entertainment Market by Country, 2018 - 2021, USD Million
TABLE 338 Asia Pacific Media & Entertainment Market by Country, 2022 - 2028, USD Million
TABLE 339 Asia Pacific Healthcare & Life Sciences Market by Country, 2018 - 2021, USD Million
TABLE 340 Asia Pacific Healthcare & Life Sciences Market by Country, 2022 - 2028, USD Million
TABLE 341 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
TABLE 342 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
TABLE 343 Asia Pacific Edge AI Software Market by Country, 2018 - 2021, USD Million
TABLE 344 Asia Pacific Edge AI Software Market by Country, 2022 - 2028, USD Million
TABLE 345 China Edge AI Software Market, 2018 - 2021, USD Million
TABLE 346 China Edge AI Software Market, 2022 - 2028, USD Million
TABLE 347 China Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 348 China Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 349 China Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 350 China Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 351 China Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 352 China Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 353 China Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 354 China Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 355 China Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 356 China Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 357 Japan Edge AI Software Market, 2018 - 2021, USD Million
TABLE 358 Japan Edge AI Software Market, 2022 - 2028, USD Million
TABLE 359 Japan Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 360 Japan Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 361 Japan Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 362 Japan Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 363 Japan Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 364 Japan Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 365 Japan Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 366 Japan Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 367 Japan Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 368 Japan Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 369 India Edge AI Software Market, 2018 - 2021, USD Million
TABLE 370 India Edge AI Software Market, 2022 - 2028, USD Million
TABLE 371 India Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 372 India Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 373 India Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 374 India Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 375 India Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 376 India Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 377 India Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 378 India Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 379 India Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 380 India Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 381 South Korea Edge AI Software Market, 2018 - 2021, USD Million
TABLE 382 South Korea Edge AI Software Market, 2022 - 2028, USD Million
TABLE 383 South Korea Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 384 South Korea Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 385 South Korea Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 386 South Korea Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 387 South Korea Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 388 South Korea Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 389 South Korea Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 390 South Korea Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 391 South Korea Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 392 South Korea Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 393 Singapore Edge AI Software Market, 2018 - 2021, USD Million
TABLE 394 Singapore Edge AI Software Market, 2022 - 2028, USD Million
TABLE 395 Singapore Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 396 Singapore Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 397 Singapore Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 398 Singapore Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 399 Singapore Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 400 Singapore Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 401 Singapore Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 402 Singapore Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 403 Singapore Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 404 Singapore Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 405 Malaysia Edge AI Software Market, 2018 - 2021, USD Million
TABLE 406 Malaysia Edge AI Software Market, 2022 - 2028, USD Million
TABLE 407 Malaysia Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 408 Malaysia Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 409 Malaysia Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 410 Malaysia Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 411 Malaysia Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 412 Malaysia Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 413 Malaysia Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 414 Malaysia Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 415 Malaysia Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 416 Malaysia Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 417 Rest of Asia Pacific Edge AI Software Market, 2018 - 2021, USD Million
TABLE 418 Rest of Asia Pacific Edge AI Software Market, 2022 - 2028, USD Million
TABLE 419 Rest of Asia Pacific Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 420 Rest of Asia Pacific Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 421 Rest of Asia Pacific Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 422 Rest of Asia Pacific Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 423 Rest of Asia Pacific Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 424 Rest of Asia Pacific Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 425 Rest of Asia Pacific Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 426 Rest of Asia Pacific Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 427 Rest of Asia Pacific Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 428 Rest of Asia Pacific Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 429 LAMEA Edge AI Software Market, 2018 - 2021, USD Million
TABLE 430 LAMEA Edge AI Software Market, 2022 - 2028, USD Million
TABLE 431 LAMEA Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 432 LAMEA Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 433 LAMEA Solution Market by Country, 2018 - 2021, USD Million
TABLE 434 LAMEA Solution Market by Country, 2022 - 2028, USD Million
TABLE 435 LAMEA Services Market by Country, 2018 - 2021, USD Million
TABLE 436 LAMEA Services Market by Country, 2022 - 2028, USD Million
TABLE 437 LAMEA Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 438 LAMEA Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 439 LAMEA Video & Image Recognition Market by Country, 2018 - 2021, USD Million
TABLE 440 LAMEA Video & Image Recognition Market by Country, 2022 - 2028, USD Million
TABLE 441 LAMEA Speech Recognition Market by Country, 2018 - 2021, USD Million
TABLE 442 LAMEA Speech Recognition Market by Country, 2022 - 2028, USD Million
TABLE 443 LAMEA Mobile Data Market by Country, 2018 - 2021, USD Million
TABLE 444 LAMEA Mobile Data Market by Country, 2022 - 2028, USD Million
TABLE 445 LAMEA Sensor Data Market by Country, 2018 - 2021, USD Million
TABLE 446 LAMEA Sensor Data Market by Country, 2022 - 2028, USD Million
TABLE 447 LAMEA Iris & Facial Data Market by Country, 2018 - 2021, USD Million
TABLE 448 LAMEA Iris & Facial Data Market by Country, 2022 - 2028, USD Million
TABLE 449 LAMEA Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 450 LAMEA Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 451 LAMEA On-premises Market by Country, 2018 - 2021, USD Million
TABLE 452 LAMEA On-premises Market by Country, 2022 - 2028, USD Million
TABLE 453 LAMEA Cloud Market by Country, 2018 - 2021, USD Million
TABLE 454 LAMEA Cloud Market by Country, 2022 - 2028, USD Million
TABLE 455 LAMEA Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 456 LAMEA Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 457 LAMEA Large Enterprises Market by Country, 2018 - 2021, USD Million
TABLE 458 LAMEA Large Enterprises Market by Country, 2022 - 2028, USD Million
TABLE 459 LAMEA Small & Medium Enterprises (SMEs) Market by Country, 2018 - 2021, USD Million
TABLE 460 LAMEA Small & Medium Enterprises (SMEs) Market by Country, 2022 - 2028, USD Million
TABLE 461 LAMEA Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 462 LAMEA Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 463 LAMEA Telecom Market by Country, 2018 - 2021, USD Million
TABLE 464 LAMEA Telecom Market by Country, 2022 - 2028, USD Million
TABLE 465 LAMEA Government & Public Sector Market by Country, 2018 - 2021, USD Million
TABLE 466 LAMEA Government & Public Sector Market by Country, 2022 - 2028, USD Million
TABLE 467 LAMEA Manufacturing Market by Country, 2018 - 2021, USD Million
TABLE 468 LAMEA Manufacturing Market by Country, 2022 - 2028, USD Million
TABLE 469 LAMEA Energy & Utilities Market by Country, 2018 - 2021, USD Million
TABLE 470 LAMEA Energy & Utilities Market by Country, 2022 - 2028, USD Million
TABLE 471 LAMEA Travel & Hospitality Market by Country, 2018 - 2021, USD Million
TABLE 472 LAMEA Travel & Hospitality Market by Country, 2022 - 2028, USD Million
TABLE 473 LAMEA Media & Entertainment Market by Country, 2018 - 2021, USD Million
TABLE 474 LAMEA Media & Entertainment Market by Country, 2022 - 2028, USD Million
TABLE 475 LAMEA Healthcare & Life Sciences Market by Country, 2018 - 2021, USD Million
TABLE 476 LAMEA Healthcare & Life Sciences Market by Country, 2022 - 2028, USD Million
TABLE 477 LAMEA Others Market by Country, 2018 - 2021, USD Million
TABLE 478 LAMEA Others Market by Country, 2022 - 2028, USD Million
TABLE 479 LAMEA Edge AI Software Market by Country, 2018 - 2021, USD Million
TABLE 480 LAMEA Edge AI Software Market by Country, 2022 - 2028, USD Million
TABLE 481 Brazil Edge AI Software Market, 2018 - 2021, USD Million
TABLE 482 Brazil Edge AI Software Market, 2022 - 2028, USD Million
TABLE 483 Brazil Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 484 Brazil Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 485 Brazil Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 486 Brazil Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 487 Brazil Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 488 Brazil Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 489 Brazil Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 490 Brazil Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 491 Brazil Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 492 Brazil Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 493 Argentina Edge AI Software Market, 2018 - 2021, USD Million
TABLE 494 Argentina Edge AI Software Market, 2022 - 2028, USD Million
TABLE 495 Argentina Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 496 Argentina Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 497 Argentina Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 498 Argentina Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 499 Argentina Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 500 Argentina Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 501 Argentina Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 502 Argentina Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 503 Argentina Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 504 Argentina Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 505 UAE Edge AI Software Market, 2018 - 2021, USD Million
TABLE 506 UAE Edge AI Software Market, 2022 - 2028, USD Million
TABLE 507 UAE Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 508 UAE Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 509 UAE Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 510 UAE Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 511 UAE Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 512 UAE Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 513 UAE Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 514 UAE Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 515 UAE Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 516 UAE Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 517 Saudi Arabia Edge AI Software Market, 2018 - 2021, USD Million
TABLE 518 Saudi Arabia Edge AI Software Market, 2022 - 2028, USD Million
TABLE 519 Saudi Arabia Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 520 Saudi Arabia Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 521 Saudi Arabia Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 522 Saudi Arabia Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 523 Saudi Arabia Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 524 Saudi Arabia Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 525 Saudi Arabia Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 526 Saudi Arabia Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 527 Saudi Arabia Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 528 Saudi Arabia Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 529 South Africa Edge AI Software Market, 2018 - 2021, USD Million
TABLE 530 South Africa Edge AI Software Market, 2022 - 2028, USD Million
TABLE 531 South Africa Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 532 South Africa Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 533 South Africa Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 534 South Africa Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 535 South Africa Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 536 South Africa Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 537 South Africa Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 538 South Africa Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 539 South Africa Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 540 South Africa Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 541 Nigeria Edge AI Software Market, 2018 - 2021, USD Million
TABLE 542 Nigeria Edge AI Software Market, 2022 - 2028, USD Million
TABLE 543 Nigeria Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 544 Nigeria Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 545 Nigeria Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 546 Nigeria Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 547 Nigeria Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 548 Nigeria Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 549 Nigeria Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 550 Nigeria Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 551 Nigeria Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 552 Nigeria Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 553 Rest of LAMEA Edge AI Software Market, 2018 - 2021, USD Million
TABLE 554 Rest of LAMEA Edge AI Software Market, 2022 - 2028, USD Million
TABLE 555 Rest of LAMEA Edge AI Software Market by Component, 2018 - 2021, USD Million
TABLE 556 Rest of LAMEA Edge AI Software Market by Component, 2022 - 2028, USD Million
TABLE 557 Rest of LAMEA Edge AI Software Market by Data Source, 2018 - 2021, USD Million
TABLE 558 Rest of LAMEA Edge AI Software Market by Data Source, 2022 - 2028, USD Million
TABLE 559 Rest of LAMEA Edge AI Software Market by Deployment Mode, 2018 - 2021, USD Million
TABLE 560 Rest of LAMEA Edge AI Software Market by Deployment Mode, 2022 - 2028, USD Million
TABLE 561 Rest of LAMEA Edge AI Software Market by Organization Size, 2018 - 2021, USD Million
TABLE 562 Rest of LAMEA Edge AI Software Market by Organization Size, 2022 - 2028, USD Million
TABLE 563 Rest of LAMEA Edge AI Software Market by Vertical, 2018 - 2021, USD Million
TABLE 564 Rest of LAMEA Edge AI Software Market by Vertical, 2022 - 2028, USD Million
TABLE 565 key information – Microsoft Corporation
TABLE 566 Key information – IBM Corporation
TABLE 567 Key Information – Amazon Web Services, Inc.
TABLE 568 Key Information – Google LLC
TABLE 569 Key Information – Synaptics, Inc.
TABLE 570 Key Information – Johnson Controls International PLC
TABLE 571 Key Information – Nutanix, Inc.
TABLE 572 Key Information – Alef Edge, Inc.
TABLE 573 Key information – Tibco Software, Inc.
TABLE 574 Key Information –Azion Technologies, Inc.

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Market Share Analysis, 2021
FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 5 Key Strategic Move: (Partnerships, Collaborations and Agreements : 2018, Oct– 2022, Sep) Leading Players
FIG 6 Global Edge AI Software Market Share by Component, 2021
FIG 7 Global Edge AI Software Market Share by Component, 2028
FIG 8 Global Edge AI Software Market by Component, 2018 - 2028, USD Million
FIG 9 Global Edge AI Software Market Share by Data Source, 2021
FIG 10 Global Edge AI Software Market Share by Data Source, 2028
FIG 11 Global Edge AI Software Market by Data Source, 2018 - 2028, USD Million
FIG 12 Global Edge AI Software Market Share by Deployment Mode, 2021
FIG 13 Global Edge AI Software Market Share by Deployment Mode, 2028
FIG 14 Global Edge AI Software Market by Deployment Mode, 2018 - 2028, USD Million
FIG 15 Global Edge AI Software Market Share by Organization Size, 2021
FIG 16 Global Edge AI Software Market Share by Organization Size, 2028
FIG 17 Global Edge AI Software Market by Organization Size, 2018 - 2028, USD Million
FIG 18 Global Edge AI Software Market Share by Vertical, 2021
FIG 19 Global Edge AI Software Market Share by Vertical, 2028
FIG 20 Global Edge AI Software Market by Vertical, 2018 - 2028, USD Million
FIG 21 Global Edge AI Software Market Share by Region, 2021
FIG 22 Global Edge AI Software Market Share by Region, 2028
FIG 23 Global Edge AI Software Market by Region, 2018 - 2028, USD Million
FIG 24 Recent strategies and developments: Microsoft Corporation
FIG 25 SWOT Analysis: Microsoft Corporation
FIG 26 Recent strategies and developments: IBM Corporation
FIG 27 Swot analysis: IBM Corporation
FIG 28 Recent strategies and developments: Amazon Web Services, Inc.
FIG 29 SWOT analysis: Amazon.com, Inc.
FIG 30 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 31 Recent strategies and developments: Synaptics, Inc.
FIG 32 Recent strategies and developments: Alef Edge, Inc.