Edge AI is a combination of Edge Computing and Artificial Intelligence. AI algorithms are processed locally, either directly on the device or on the server near the device. The algorithms utilize the data generated by the devices themselves.  Edge AI has almost no limits when it comes to potential use cases.

Our market research covers global as well as regional markets and provides an in-depth analysis of the overall growth prospects of the market. Global market trend analysis including historical data, estimates to 2024, and compound annual growth rate (CAGR) forecast to 2029 is given based on qualitative and quantitative analysis of the market segments involving economic and non-economic factors. Furthermore, it reveals the comprehensive competitive landscape of the global market, the current and future market prospects of the industry, and the growth opportunities and drivers as well as challenges and constraints in emerging and emerging markets.

We can meet the customized needs of customers in multiple dimensions, in-depth and high quality, help customers accurately grasp market opportunities, easily deal with market challenges, properly formulate market strategies, and act quickly to win sufficient market competition time and space for customers.

Projected and forecast revenue values are in constant U.S. dollars, unadjusted for inflation.

The global economy and markets have been remarkably resilient in the face of tightening financial conditions and geopolitical upheaval over the past few years, with economic growth holding up better than most analysts’ expectations.

The global environment has still not settled onto a clear pathway toward a new stability as we enter 2024. In this disjointed world, we confront risks posed by potential volatility across the economic and political spheres. We also see potential opportunities arising from the new reality of greatly segmented global relationships.

We have identified five overlapping themes that will drive global political and economic relationships in 2024: geopolitical reordering, economic fault lines, resource security, supply chain resilience and logistics rewired.

The report will conduct a comprehensive and professional analysis of the Edge AI Software market in 2024 based on the current situation, global economic impact and other aspects.

Market Segment by Product Type

Software Tools

Platforms

Market Segment by Product Application

Autonomous Vehicles

Access Management

Video Surveillance

Remote Monitoring & Predictive Maintenance

Telemetry

Others

Finally, the report provides detailed profile and data information analysis of leading company.

IBM

Foghorn Systems

Google

Microsoft

Nutanix

Intel

Anagog

Cloudera

TIBCO

SWIM.AI

Veea Inc

Tact.ai

Imagimob

Octonion

Bragi

XNOR.AI

Insights and Tools:

This report provides industry-standard analytical accuracy and high data completeness to uncover key opportunities available in the global industry market. Buyers of the report can obtain verified and reliable market forecasts, including revenue forecasts for the overall size of the global industry market.

The report is an effective tool for players to gain a competitive advantage over their competitors and ensure lasting success in the industry market. All findings, data, and information presented in the report have been verified and re-verified with the help of reliable sources. The analysts who authored the report have taken a unique approach to industry-best research and analysis for an in-depth study of the global industry market.

Use both primary and secondary data sources when compiling reports. Primary sources include extensive interviews with key opinion leaders and industry experts such as experienced front-line employees, directors, CEOs and marketing executives, downstream distributors as well as end users. Secondary sources include research on top companies' annual and financial reports, public documents, new journals, and more. We also work with some third-party databases.

The market research includes historical and forecast data from like demand, application details, price trends, and company shares by geography, especially focuses on the key regions like United States, European Union, China, and other regions.

Research Objectives

1.To define, describe and forecast the Edge AI Software market by type, application, end user and region

2.Provide enterprise external environment analysis and SWOT analysis

3.Focuses on the key global Edge AI Software manufacturers, to define, describe and analyze the value, market share, market competition landscape, Porter's five forces analysis, and development plans in next few years.

4.Provide market entry strategy analysis for new players or players preparing to enter the market

5.Keep up with international market trends and analyze the impact of the important international events on major global regions

6.Analyze market opportunities for stakeholders to provide market leaders with detailed information on the competitive landscape

Global Edge AI Software Market Status and Outlook 2024-2029

Market Study Overview

1.1 Study Objectives

1.2 Edge AI Software Introduce

1.3 Combined with the Analysis of Macroeconomic Indicators

1.4 Brief Description of Research methods

1.5 Market Breakdown and Data Triangulation

2 Global Trend Summary

2.1 Edge AI Software Segment by Type

2.1.1 Software Tools

2.1.2 Platforms

2.2 Market Analysis by Application

2.2.1 Autonomous Vehicles

2.2.2 Access Management

2.2.3 Video Surveillance

2.2.4 Remote Monitoring & Predictive Maintenance

2.2.5 Telemetry

2.2.6 Others

2.3 Global Edge AI Software Market Comparison by Regions (2019-2029)

2.3.1 Global Edge AI Software Market Size (2019-2029)

2.3.2 North America Edge AI Software Status and Prospect (2019-2029)

2.3.3 Europe Edge AI Software Status and Prospect (2019-2029)

2.3.4 Asia-pacific Edge AI Software Status and Prospect (2019-2029)

2.3.5 South America Edge AI Software Status and Prospect (2019-2029)

2.3.6 Middle East & Africa Edge AI Software Status and Prospect (2019-2029)

2.5 Coronavirus Disease 2020 (Covid-19): Edge AI Software Industry Impact

2.5.1 Edge AI Software Business Impact Assessment - Covid-19

2.5.2 Market Trends and Edge AI Software Potential Opportunities in the COVID-19 Landscape

2.5.3 Measures / Proposal against Covid-19

3 Competition by Vendors

3.1 Global Edge AI Software Revenue and Market Share by Vendors (2019-2024)

3.2 Global Edge AI Software Industry Concentration Ratio (CR5 and HHI)

3.3 Top 5 Edge AI Software Vendors Market Share

3.4 Top 10 Edge AI Software Vendors Market Share

3.5 Date of Key Vendors Enter into Edge AI Software Market

3.6 Key Vendors Edge AI Software Product Offered

3.7 Mergers & Acquisitions Planning

4 Analysis of Edge AI Software Industry Key Vendors

4.1 IBM

4.1.1 Company Details

4.1.2 Product Introduction, Application and Specification

4.1.3 IBM Edge AI Software Gross Margin, and Revenue (2019-2024)

4.1.4 Main Business Overview

4.1.5 IBM News

4.2 Foghorn Systems

4.2.1 Company Details

4.2.2 Product Introduction, Application and Specification

4.2.3 Foghorn Systems Edge AI Software Gross Margin, and Revenue (2019-2024)

4.2.4 Main Business Overview

4.2.5 Foghorn Systems News

4.3 Google

4.3.1 Company Details

4.3.2 Product Introduction, Application and Specification

4.3.3 Google Edge AI Software Gross Margin, and Revenue (2019-2024)

4.3.4 Main Business Overview

4.3.5 Google News

4.4 Microsoft

4.4.1 Company Details

4.4.2 Product Introduction, Application and Specification

4.4.3 Microsoft Edge AI Software Gross Margin, and Revenue (2019-2024)

4.4.4 Main Business Overview

4.4.5 Microsoft News

4.5 Nutanix

4.5.1 Company Details

4.5.2 Product Introduction, Application and Specification

4.5.3 Nutanix Edge AI Software Gross Margin, and Revenue (2019-2024)

4.5.4 Main Business Overview

4.5.5 Nutanix News

4.6 Intel

4.6.1 Company Details

4.6.2 Product Introduction, Application and Specification

4.6.3 Intel Edge AI Software Gross Margin, and Revenue (2019-2024)

4.6.4 Main Business Overview

4.6.5 Intel News

4.7 Anagog

4.7.1 Company Details

4.7.2 Product Introduction, Application and Specification

4.7.3 Anagog Edge AI Software Gross Margin, and Revenue (2019-2024)

4.7.4 Main Business Overview

4.7.5 Anagog News

4.8 Cloudera

4.8.1 Company Details

4.8.2 Product Introduction, Application and Specification

4.8.3 Cloudera Edge AI Software Gross Margin, and Revenue (2019-2024)

4.8.4 Main Business Overview

4.8.5 Cloudera News

4.9 TIBCO

4.9.1 Company Details

4.9.2 Product Introduction, Application and Specification

4.9.3 TIBCO Edge AI Software Gross Margin, and Revenue (2019-2024)

4.9.4 Main Business Overview

4.9.5 TIBCO News

4.10 SWIM.AI

4.10.1 Company Details

4.10.2 Product Introduction, Application and Specification

4.10.3 SWIM.AI Edge AI Software Gross Margin, and Revenue (2019-2024)

4.10.4 Main Business Overview

4.10.5 SWIM.AI News

4.11 Veea Inc

4.11.1 Company Details

4.11.2 Product Introduction, Application and Specification

4.11.3 Veea Inc Edge AI Software Gross Margin, and Revenue (2019-2024)

4.11.4 Main Business Overview

4.11.5 Veea Inc News

4.12 Tact.ai

4.12.1 Company Details

4.12.2 Product Introduction, Application and Specification

4.12.3 Tact.ai Edge AI Software Gross Margin, and Revenue (2019-2024)

4.12.4 Main Business Overview

4.12.5 Tact.ai News

4.13 Imagimob

4.13.1 Company Details

4.13.2 Product Introduction, Application and Specification

4.13.3 Imagimob Edge AI Software Gross Margin, and Revenue (2019-2024)

4.13.4 Main Business Overview

4.13.5 Imagimob News

4.14 Octonion

4.14.1 Company Details

4.14.2 Product Introduction, Application and Specification

4.14.3 Octonion Edge AI Software Gross Margin, and Revenue (2019-2024)

4.14.4 Main Business Overview

4.14.5 Octonion News

4.15 Bragi

4.15.1 Company Details

4.15.2 Product Introduction, Application and Specification

4.15.3 Bragi Edge AI Software Gross Margin, and Revenue (2019-2024)

4.15.4 Main Business Overview

4.15.5 Bragi News

4.16 XNOR.AI

4.16.1 Company Details

4.16.2 Product Introduction, Application and Specification

4.16.3 XNOR.AI Edge AI Software Gross Margin, and Revenue (2019-2024)

4.16.4 Main Business Overview

4.16.5 XNOR.AI News

5 Global Edge AI Software Market Size Categorized by Regions

5.1 Global Edge AI Software Revenue and Market Share by Regions

5.2 North America Edge AI Software Revenue and Growth Rate (2019-2024)

5.3 Europe Edge AI Software Revenue and Growth Rate (2019-2024)

5.4 Asia-pacific Edge AI Software Revenue and Growth Rate (2019-2024)

5.5 South America Edge AI Software Revenue and Growth Rate (2019-2024)

5.6 Middle East & Africa Edge AI Software Revenue and Growth Rate (2019-2024)

6 North America Edge AI Software Market Size Categorized by Countries

6.1 North America Edge AI Software Revenue and Market Share by Countries

6.1.1 North America Edge AI Software Market Size by Countries (2019-2024)

6.1.2 United States Edge AI Software Revenue and Growth Rate (2019-2024)

6.1.3 Canada Edge AI Software Revenue and Growth Rate (2019-2024)

6.1.4 Mexico Edge AI Software Revenue and Growth Rate (2019-2024)

6.2 North America Edge AI Software Revenue (Value) by Vendors

6.3 North America Edge AI Software Revenue and Market Share by Type (2019-2024)

6.4 North America Edge AI Software Revenue and Market Share by Application (2019-2024)

7 Europe Edge AI Software Market Size Categorized by Countries

7.1 Europe Edge AI Software Revenue and Market Share by Countries

7.1.1 Europe Edge AI Software Market Size by Countries (2019-2024)

7.1.2 Germany Edge AI Software Revenue and Growth Rate (2019-2024)

7.1.3 UK Edge AI Software Revenue and Growth Rate (2019-2024)

7.1.4 France Edge AI Software Revenue and Growth Rate (2019-2024)

7.1.5 Russia Edge AI Software Revenue and Growth Rate (2019-2024)

7.1.6 Italy Edge AI Software Revenue and Growth Rate (2019-2024)

7.1.7 Spain Edge AI Software Revenue and Growth Rate (2019-2024)

7.2 Europe Edge AI Software Revenue (Value) by Vendors

7.3 Europe Edge AI Software Revenue and Market Share by Type (2019-2024)

7.4 Europe Edge AI Software Revenue and Market Share by Application (2019-2024)

8 Asia-pacific Edge AI Software Market Size Categorized by Countries

8.1 Asia-pacific Edge AI Software Revenue and Market Share by Countries

8.1.1 Asia-pacific Edge AI Software Market Size by Countries (2019-2024)

8.1.2 China Edge AI Software Revenue and Growth Rate (2019-2024)

8.1.3 South Korea Edge AI Software Revenue and Growth Rate (2019-2024)

8.1.4 Japan Edge AI Software Revenue and Growth Rate (2019-2024)

8.1.5 Australia Edge AI Software Revenue and Growth Rate (2019-2024)

8.1.6 India Edge AI Software Revenue and Growth Rate (2019-2024)

8.1.7 Southeast Asia Edge AI Software Revenue and Growth Rate (2019-2024)

8.2 Asia-pacific Edge AI Software Revenue (Value) by Vendors

8.3 Asia-pacific Edge AI Software Revenue and Market Share by Type (2019-2024)

8.4 Asia-pacific Edge AI Software Revenue and Market Share by Application (2019-2024)

9 South America Edge AI Software Market Size Categorized by Countries

9.1 South America Edge AI Software Revenue and Market Share by Countries

9.1.1 South America Edge AI Software Market Size by Countries (2019-2024)

9.1.2 Brazil Edge AI Software Revenue and Growth Rate (2019-2024)

9.1.3 Chile Edge AI Software Revenue and Growth Rate (2019-2024)

9.2 South America Edge AI Software Revenue and Market Share by Type (2019-2024)

9.3 South America Edge AI Software Revenue and Market Share by Application (2019-2024)

10 Middle East and Africa Edge AI Software Market Size Categorized by Countries

10.1 Middle East and Africa Edge AI Software Revenue and Market Share by Countries

10.1.1 Middle East and Africa Edge AI Software Market Size by Countries (2019-2024)

10.1.2 GCC Countries Edge AI Software Revenue and Growth Rate (2019-2024)

10.1.3 Turkey Edge AI Software Revenue and Growth Rate (2019-2024)

10.1.4 Egypt Edge AI Software Revenue and Growth Rate (2019-2024)

10.1.5 South Africa Edge AI Software Revenue and Growth Rate (2019-2024)

10.2 Middle East and Africa Edge AI Software Revenue and Market Share by Type

10.3 Middle East and Africa Edge AI Software Revenue Market Share by Application (2019-2024)

11 Global Edge AI Software Market Segment by Type

11.1 Global Edge AI Software Revenue and Market Share by Type (2019-2024)

11.2 Software Tools Revenue Growth Rate and Price

11.3 Platforms Revenue Growth Rate and Price

12 Global Edge AI Software Market Segment by Application

12.1 Global Edge AI Software Revenue Market Share by Application (2019-2024)

12.2 Autonomous Vehicles Revenue Growth Rate (2019-2024)

12.3 Access Management Revenue Growth Rate (2019-2024)

12.4 Video Surveillance Revenue Growth Rate (2019-2024)

12.5 Remote Monitoring & Predictive Maintenance Revenue Growth Rate (2019-2024)

12.6 Telemetry Revenue Growth Rate (2019-2024)

12.7 Others Revenue Growth Rate (2019-2024)

13 Global Edge AI Software Market Forecast

13.1 Global Edge AI Software Revenue and Growth Rate (2024-2029)

13.2 Edge AI Software Market Forecast by Regions (2024-2029)

13.2.1 North America Edge AI Software Market Forecast (2024-2029)

13.2.2 Europe Edge AI Software Market Forecast (2024-2029)

13.2.3 Asia-Pacific Edge AI Software Market Forecast (2024-2029)

13.2.4 South America Edge AI Software Market Forecast (2024-2029)

13.2.5 Middle East & Africa Edge AI Software Market Forecast (2024-2029)

13.3 Edge AI Software Market Forecast by Type (2024-2029)

13.3.1 Global Edge AI Software Revenue Forecast by Type (2024-2029)

13.3.2 Global Edge AI Software Market Share Forecast by Type (2024-2029)

13.4 Edge AI Software Market Forecast by Application (2024-2029)

13.4.1 Global Edge AI Software Revenue Forecast by Application (2024-2029)

14 Market Analysis

14.1.1 Market overview

14.1.2 Market Opportunities

14.1.3 Market Risk

14.1.4 Market Driving Force

14.1.5 Porter's Five Forces Analysis

14.1.6 SWOT Analysis

15 Downstream Market Analysis

15.1 Macro Analysis of Down Markets

15.2 Key Players in Down Markets

16 Research Findings and Conclusion

List of Tables and Figures

Figure Product Picture Edge AI Software

Figure Bottom-up and Top-down Approaches for This Report

Figure Data Triangulation

Figure Part of Our External Database

Figure Key Executives Interviewed

Table Global Edge AI Software Market Size (Million US$) by Type

Figure Global Market Share of Edge AI Software by Type in 2023

Figure Software Tools Picture

Figure Platforms Picture

Table Global Edge AI Software Market Size (Million US$) by Application

Figure Global Edge AI Software Market Share by Application in 2023

Figure Autonomous Vehicles Picture

Figure Access Management Picture

Figure Video Surveillance Picture

Figure Remote Monitoring & Predictive Maintenance Picture

Figure Telemetry Picture

Figure Others Picture

Table Global Edge AI Software Comparison by Regions (M USD) 2019-2029

Figure Global Edge AI Software Market Size (Million US$) (2019-2029)

Figure North America Edge AI Software Revenue (Million US$) Growth Rate (2019-2029)

Figure Europe Edge AI Software Revenue (Million US$) Growth Rate (2019-2029)

Figure Asia-pacific Edge AI Software Revenue (Million US$) Growth Rate (2019-2029)

Figure South America Edge AI Software Revenue (Million US$) Growth Rate (2019-2029)

Figure Middle East & Africa Edge AI Software Revenue (Million US$) Growth Rate (2019-2029)

Table Business Impact Assessment - Covid-19

Table Market Trends and Edge AI Software Potential Opportunities in the COVID-19 Landscape

Table Measures / Proposal against Covid-19

Table Global Edge AI Software Revenue by Vendors (2019-2024)

Figure Global Edge AI Software Revenue Market Share by Vendors in 2023

Table Global Edge AI Software Vendors Market Concentration Ratio (CR5 and HHI)

Figure Top 5 Edge AI Software Vendors (Revenue) Market Share in 2023

Figure Top 10 Edge AI Software Vendors (Revenue) Market Share in 2023

Table Date of Key Vendors Enter into Edge AI Software Market

Table Key Vendors Edge AI Software Product Type

Table IBM Company Profile

Table Edge AI Software Product Introduction, Application and Specification of IBM

Table Edge AI Software Revenue (M USD) and Gross Margin of IBM 2019-2024

Table IBM Main Business

Table IBM Recent Development

Table Foghorn Systems Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Foghorn Systems

Table Edge AI Software Revenue (M USD) and Gross Margin of Foghorn Systems 2019-2024

Table Foghorn Systems Main Business

Table Foghorn Systems Recent Development

Table Foghorn Systems Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Foghorn Systems

Table Edge AI Software Revenue (M USD) and Gross Margin of Foghorn Systems 2019-2024

Table Foghorn Systems Main Business

Table Foghorn Systems Recent Development

Table Google Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Google

Table Edge AI Software Revenue (M USD) and Gross Margin of Google 2019-2024

Table Google Main Business

Table Google Recent Development

Table Microsoft Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Microsoft

Table Edge AI Software Revenue (M USD) and Gross Margin of Microsoft 2019-2024

Table Microsoft Main Business

Table Microsoft Recent Development

Table Nutanix Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Nutanix

Table Edge AI Software Revenue (M USD) and Gross Margin of Nutanix 2019-2024

Table Nutanix Main Business

Table Nutanix Recent Development

Table Intel Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Intel

Table Edge AI Software Revenue (M USD) and Gross Margin of Intel 2019-2024

Table Intel Main Business

Table Intel Recent Development

Table Anagog Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Anagog

Table Edge AI Software Revenue (M USD) and Gross Margin of Anagog 2019-2024

Table Anagog Main Business

Table Anagog Recent Development

Table Cloudera Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Cloudera

Table Edge AI Software Revenue (M USD) and Gross Margin of Cloudera 2019-2024

Table Cloudera Main Business

Table Cloudera Recent Development

Table TIBCO Company Profile

Table Edge AI Software Product Introduction, Application and Specification of TIBCO

Table Edge AI Software Revenue (M USD) and Gross Margin of TIBCO 2019-2024

Table TIBCO Main Business

Table TIBCO Recent Development

Table SWIM.AI Company Profile

Table Edge AI Software Product Introduction, Application and Specification of SWIM.AI

Table Edge AI Software Revenue (M USD) and Gross Margin of SWIM.AI 2019-2024

Table SWIM.AI Main Business

Table SWIM.AI Recent Development

Table Veea Inc Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Veea Inc

Table Edge AI Software Revenue (M USD) and Gross Margin of Veea Inc 2019-2024

Table Veea Inc Main Business

Table Veea Inc Recent Development

Table Tact.ai Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Tact.ai

Table Edge AI Software Revenue (M USD) and Gross Margin of Tact.ai 2019-2024

Table Tact.ai Main Business

Table Tact.ai Recent Development

Table Imagimob Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Imagimob

Table Edge AI Software Revenue (M USD) and Gross Margin of Imagimob 2019-2024

Table Imagimob Main Business

Table Imagimob Recent Development

Table Octonion Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Octonion

Table Edge AI Software Revenue (M USD) and Gross Margin of Octonion 2019-2024

Table Octonion Main Business

Table Octonion Recent Development

Table Bragi Company Profile

Table Edge AI Software Product Introduction, Application and Specification of Bragi

Table Edge AI Software Revenue (M USD) and Gross Margin of Bragi 2019-2024

Table Bragi Main Business

Table Bragi Recent Development

Table XNOR.AI Company Profile

Table Edge AI Software Product Introduction, Application and Specification of XNOR.AI

Table Edge AI Software Revenue (M USD) and Gross Margin of XNOR.AI 2019-2024

Table XNOR.AI Main Business

Table XNOR.AI Recent Development

Table Mergers & Acquisitions Planning

Figure Global Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Global Edge AI Software Revenue by Regions (2019-2024)

Figure Global Edge AI Software Revenue Market Share by Regions in 2023

Figure North America Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Europe Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Asia-pacific Edge AI Software Revenue and Growth Rate (2019-2024)

Figure South America Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Middle East & Africa Edge AI Software Revenue and Growth Rate (2019-2024)

Figure North America Edge AI Software Revenue and Growth Rate (2019-2024)

Table North America Edge AI Software Market Size by Countries (2019-2024)

Table North America Edge AI Software Market Share by Countries (2019-2024)

Figure North America Edge AI Software Market Share by Countries in 2023

Figure United States Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Canada Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Mexico Edge AI Software Revenue and Growth Rate (2019-2024)

Table North America Edge AI Software Revenue by Vendors (2023)

Figure North America Edge AI Software Revenue Market Share by Vendors in 2023

Table North America Edge AI Software Revenue by Type (2019-2024)

Table North America Edge AI Software Share by Type (2019-2024)

Table North America Edge AI Software Revenue by Application (2019-2024)

Table North America Edge AI Software Revenue Share by Application (2019-2024)

Figure Europe Edge AI Software Revenue and Growth Rate (2019-2024)

Table Europe Edge AI Software Market Size by Countries (2019-2024)

Table Europe Edge AI Software Revenue Market Share by Countries (2019-2024)

Figure Europe Edge AI Software Revenue Market Share by Countries in 2023

Figure Germany Edge AI Software Revenue and Growth Rate (2019-2024)

Figure UK Edge AI Software Revenue and Growth Rate (2019-2024)

Figure France Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Russia Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Italy Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Spain Edge AI Software Revenue and Growth Rate (2019-2024)

Table Europe Edge AI Software Revenue by Vendors (2023)

Figure Europe Edge AI Software Revenue Market Share by Vendors in 2023

Table Europe Edge AI Software Revenue by Type (2019-2024)

Table Europe Edge AI Software Revenue Share by Type (2019-2024)

Table Europe Edge AI Software Revenue by Application (2019-2024)

Table Europe Edge AI Software Revenue Share by Application (2019-2024)

Figure Asia-pacific Edge AI Software Revenue and Growth Rate (2019-2024)

Table Asia-pacific Edge AI Software Market Size by Countries (2019-2024)

Table Asia-pacific Edge AI Software Revenue Market Share by Countries (2019-2024)

Figure Asia-pacific Edge AI Software Revenue Market Share by Countries in 2023

Figure China Edge AI Software Revenue and Growth Rate (2019-2024)

Figure South Korea Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Japan Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Australia Edge AI Software Revenue and Growth Rate (2019-2024)

Figure India Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Southeast Asia Edge AI Software Revenue and Growth Rate (2019-2024)

Table Asia-pacific Edge AI Software Revenue by Vendors (2023)

Figure Asia-pacific Edge AI Software Revenue Market Share by Vendors in 2023

Table Asia-pacific Edge AI Software Revenue by Type (2019-2024)

Table Asia-pacific Edge AI Software Revenue Share by Type (2019-2024)

Table Asia-pacific Edge AI Software Revenue by Application (2019-2024)

Table Asia-pacific Edge AI Software Revenue Share by Application (2019-2024)

Figure South America Edge AI Software Revenue and Growth Rate (2019-2024)

Table South America Edge AI Software Revenue Market Size by Countries (2019-2024)

Table South America Edge AI Software Revenue Market Share by Countries (2019-2024)

Figure South America Edge AI Software Revenue Market Share by Countries in 2023

Figure Brazil Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Chile Edge AI Software Revenue and Growth Rate (2019-2024)

Table South America Edge AI Software Revenue s by Type (2019-2024)

Table South America Edge AI Software Revenue Share by Type (2019-2024)

Table South America Edge AI Software Revenue by Application (2019-2024)

Table South America Edge AI Software Revenue Share by Application (2019-2024)

Figure Middle East and Africa Edge AI Software Revenue and Growth Rate (2019-2024)

Table Middle East and Africa Edge AI Software Market Size by Countries (2019-2024)

Table Middle East and Africa Edge AI Software Sales Market Share by Countries (2019-2024)

Figure Middle East and Africa Edge AI Software Sales Market Share by Countries in 2023

Figure GCC Countries Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Turkey Edge AI Software Revenue and Growth Rate (2019-2024)

Figure Egypt Edge AI Software Revenue and Growth Rate (2019-2024)

Figure South Africa Edge AI Software Revenue and Growth Rate (2019-2024)

Table Middle East and Africa Edge AI Software Revenue by Type (2019-2024)

Table Middle East and Africa Edge AI Software Revenue Share by Type (2019-2024)

Table Middle East and Africa Edge AI Software Revenue by Application (2019-2024)

Table Middle East and Africa Edge AI Software Revenue Share by Application (2019-2024)

Table Global Edge AI Software Revenue by Type (2019-2024)

Table Global Edge AI Software Revenue Market Share by Type (2019-2024)

Figure Global Edge AI Software Revenue Market Share by Type in 2023

Figure Global Software Tools Revenue and Growth Rate (2019-2024)

Figure Global Platforms Revenue and Growth Rate (2019-2024)

Table Global Edge AI Software Revenue by Application (2019-2024)

Table Global Edge AI Software Revenue Market Share by Application (2019-2024)

Figure Global Edge AI Software Revenue Market Share by Application in 2023

Figure Global Autonomous Vehicles Revenue Growth Rate (2019-2024)

Figure Global Access Management Revenue Growth Rate (2019-2024)

Figure Global Video Surveillance Revenue Growth Rate (2019-2024)

Figure Global Remote Monitoring & Predictive Maintenance Revenue Growth Rate (2019-2024)

Figure Global Telemetry Revenue Growth Rate (2019-2024)

Figure Global Others Revenue Growth Rate (2019-2024)

Figure Global Edge AI Software Revenue and Growth Rate (2024-2029)

Table Global Edge AI Software Revenue Forecast by Regions (2024-2029)

Table Global Edge AI Software Market Share Forecast by Regions (2024-2029)

Figure North America Revenue Edge AI Software Market Forecast (2024-2029)

Figure Europe Revenue Edge AI Software Market Forecast (2024-2029)

Figure Asia-Pacific Revenue Edge AI Software Market Forecast (2024-2029)

Figure South America Revenue Edge AI Software Market Forecast (2024-2029)

Figure Middle East & Africa Revenue Edge AI Software Market Forecast (2024-2029)

Table Global Edge AI Software Revenue Forecast by Type (2024-2029)

Table Global Edge AI Software Market Share Forecast by Type (2024-2029)

Table Global Edge AI Software Revenue Forecast by Application (2024-2029)

Table Global Edge AI Software Market Share Forecast by Application (2024-2029)

Table Market Opportunities in Next Few Years

Table Market Risks Analysis

Table Market Drivers

Figure Porter's Five Forces Analysis

Table Macro Analysis of Down Markets

Table Key Players in Down Markets

Table Key Players of Downstream Markets

Figure Author List

Methodology/Research Approach

This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.

Research Programs/Design

Historical Data (2015-2019)	Industry Trends Competitive Landscape By Company Expansion Mergers and Acquisitions Market Segment by Type by Application By Regions/ Geography	Value Status and Outlook Value for Major Players Market Share Growth Rate Present Situation Analysis Value Market Share Growth Rate Present Situation Analysis
Influencing Factors	Market Environment Government Policy Technological Changes Market Risks	Market Drivers Growing Demand of Downstream Reduction in Cost
Market Forecast (2021-2026)	Overall Size by Type by Application By Regions/Geography	Key Data (Value) Market Share Growth Rate CAGR (2021-2026)

Market Size Estimation

Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).

The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.

Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.

All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report

The following figure shows an illustrative representation of the overall market size estimation process used for this study.

Market Breakdown and Data Triangulation

After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.

Data Source

Secondary Sources

Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.

Market Size	Segmental value Geographic Penetration Product Adoption Rate for Different market	Journals, Websites, and Press Releases Annual Reports and SEC Filings Company Websites and Press Releases Public and Paid Databases Market Intellix Data Repository
Market Position of Top Company	Product Financials Geographic value Mix Total Company value Business/Segmental value Mix
Qualitative Analysis	Influence Factors Market Potential Market Risks and Opportunities Industry Trends Geographical Features Government Policies	Company Websites and Press Releases Public and Paid Databases Annual Reports Industry Associations Market Intellix Data Repository

Primary Sources

In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.

The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.

Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.

Key Executives Interviewed

Key Data Information from Primary Sources

Primary Sources	Parameters	Key Data
Market Segments(by Application, by Type)	Value by Type Status and Forecast Value by Application Value by Regions, Status and Forecast (2021-2026)	Value Market Share by Type Value Growth Rate by Type Value by Application Percentage and Growth Rate by Application Value Growth Rate and Market Share by Regions Market Size Status and Forecast (2021-2026)
Total Market	Overall Size, Status and Forecast	Market Size Status and Forecast (2021-2026)