Edge AI Software Market Report: Trends, Forecast and Competitive Analysis

Trends, opportunity and forecast in edge AI software market to 2028 by component (solutions and services), data source (video & image recognition, iris & facial data, sensor data, mobile data, and speech recognition), organization size (large enterprises and SMEs), deployment mode (on-premise and cloud), end use industry (government & public sector, manufacturing, healthcare & life science, energy & utility, telecom, media & entertainment, and transportation & logistic), and region (North America, Europe, Asia Pacific, and the Rest of the World)

Publisher: Lucintel Published: May 2026
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Edge AI Software Market Report: Trends, Forecast and Competitive Analysis

Report Feature

Edge AI Software Market Trends and Forecast
 
The future of the edge AI software market looks promising with opportunities in the government & public sector, manufacturing, healthcare & life science, energy & utility, telecom, media & entertainment, and transportation & logistic sectors. The global edge AI software market is expected to grow with a CAGR of 28% to 30% from 2023 to 2028. The major drivers for this market are increasing enterprise workload on cloud and rapid growth in number of intelligent applications.
Edge AI Software Market by Component, Data Source, Organization Size, Deployment Mode, and End Use Industry

A more than 150-page report is developed to help in your business decisions.  Sample figures with some insights are shown below. To learn the scope, benefits, companies researched and other details of the global edge AI software market report, please download the report brochure.
Edge AI Software Market by Segments
Edge AI Software Market by Segment
The study includes a forecast for the global edge AI software market by component, data source, organization size, deployment mode, end use industry, and region, as follows:
 
Edge AI Software Market by Component [Value ($B) Shipment Analysis from 2017 to 2028]:
  • Solutions
  • Services
Edge AI Software Market by Data Source [Value ($B) Shipment Analysis from 2017 to 2028]:
  • Video & Image Recognition
  • Iris & Facial Data
  • Sensor Data
  • Mobile Data
  • Speech Recognition
Edge AI Software Market by Organization Size [Value ($B) Shipment Analysis from 2017 to 2028]:
  • Large Enterprises
  • SMEs
Edge AI Software Market by Deployment Mode [Value ($B) Shipment Analysis from 2017 to 2028]:
  • On-Premises
  • Cloud
Edge AI Software Market by End Use Industry [Value ($B) Shipment Analysis from 2017 to 2028]:
  • Government & Public Sector
  • Manufacturing
  • Healthcare & Life Science
  • Energy & Utility
  • Telecom
  • Media & Entertainment
  • Transportation & Logistic
Edge AI Software Market by Region [Value ($B) Shipment Analysis from 2017 to 2028]:
  • North America
  • Europe
  • Asia Pacific
  • The Rest of the World
List of Edge AI Software Companies
Companies in the market compete on the basis of product quality offered. Major players in this market focus on expanding their manufacturing facilities, R&D investments, infrastructural development, and leverage integration opportunities across the value chain. With these strategies edge AI software companies cater to increasing demand, ensure competitive effectiveness, develop innovative products & technologies, reduce production costs, and expand their customer base. Some of the edge AI software companies profiled in this report include. 
Edge AI Software Market Insights
  • Lucintel forecasts that solutions will remain the larger segment over the forecast period due to the growing business need for standalone and integration edge AI solutions and increasing usage of edge AI to automate entire business decisions that need human involvement.
  • Within this market, video & image recognition, iris & facial data, sensor data, mobile data, and speech recognition are the major segments of edge AI software market by data source. Lucintel predict that mobile data will remain the fastest growing segment over the forecast period due to the increasing demand for computation in mobile applications to support customers' escalating use of computationally intensive mobile applications like virtual reality and real-time online gaming.
  • North America will remain the largest region due to the increasing IoT (Internet of Things) developments fuelled by AI for intelligent systems and smart applications, increasing use of edge AI computing in the forthcoming 5G network, and rising intelligent device launches & collaboration with other companies in the region's edge AI software market.
Features of the Edge AI Software Market
  • Market Size Estimates: Edge AI software market size estimation in terms of value ($B)
  • Trend and Forecast Analysis: Market trends (2017-2022) and forecast (2023-2028) by various segments and regions.
  • Segmentation Analysis: Edge AI software market size by various segments, such as by component, data source, organization size, deployment mode, end use industry, and region.
  • Regional Analysis: Edge AI software market breakdown by North America, Europe, Asia Pacific, and the Rest of the World.
  • Growth Opportunities: Analysis on growth opportunities in different by component, data source, organization size, deployment mode, end use industry, and regions for the edge AI software market.
  • Strategic Analysis: This includes M&A, new product development, and competitive landscape for the edge AI software market.
  • Analysis of competitive intensity of the industry based on Porter’s Five Forces model.
FAQ
Q1. What is the edge AI software market size?
Answer: The global edge AI software market is expected to reach an estimated $xx billion by 2028.
Q2. What is the growth forecast for edge AI software market?
Answer: The global edge AI software market is expected to grow with a CAGR of 28% to 30% from 2023 to 2028.
Q3. What are the major drivers influencing the growth of the edge AI software market?
Answer: The major drivers for this market are increasing enterprise workload on cloud and rapid growth in number of intelligent applications.
Q4. What are the major segments for edge AI software market?
Answer: The future of the edge AI software market looks promising with opportunities in the government & public sector, manufacturing, healthcare & life science, energy & utility, telecom, media & entertainment, and transportation & logistic sectors.
Q5. Who are the key edge AI software companies?
Answer: Some of the key edge AI software companies are as follows:
  • Microsoft
  • IBM
  • Google
  • AWS
  • Nutanix
  • Synaptics
  • TIBCO
Q6. Which edge AI software segment will be the largest in future?
Answer: . Lucintel forecasts that solutions will remain the larger segment over the forecast period due to the growing business need for standalone and integration edge AI solutions and increasing usage of edge AI to automate entire business decisions that need human involvement.
Q7. In edge AI software market, which region is expected to be the largest in next 5 years?
Answer: North America will remain the largest region due to the increasing IoT (Internet of Things) developments fuelled by AI for intelligent systems and smart applications, increasing use of edge AI computing in the forthcoming 5G network, and rising intelligent device launches & collaboration with other companies in the region's edge AI software market.
Q8. Do we receive customization in this report?
Answer: Yes, Lucintel provides 10% Customization Without any Additional Cost.
 

Table of Contents

1. Executive Summary
4.1 Global Edge AI Software Market by Region

Methodology

Lucintel has been in the business of market research and management consulting since 2000 and has published over 1000 market intelligence reports in various markets / applications and served over 1,000 clients worldwide. This study is a culmination of four months of full-time effort performed by Lucintel's analyst team. The analysts used the following sources for the creation and completion of this valuable report:
  • In-depth interviews of the major players in this market
  • Detailed secondary research from competitors’ financial statements and published data 
  • Extensive searches of published works, market, and database information pertaining to industry news, company press releases, and customer intentions
  • A compilation of the experiences, judgments, and insights of Lucintel’s professionals, who have analyzed and tracked this market over the years.
Extensive research and interviews are conducted across the supply chain of this market to estimate market share, market size, trends, drivers, challenges, and forecasts. Below is a brief summary of the primary interviews that were conducted by job function for this report.
 
Thus, Lucintel compiles vast amounts of data from numerous sources, validates the integrity of that data, and performs a comprehensive analysis. Lucintel then organizes the data, its findings, and insights into a concise report designed to support the strategic decision-making process. The figure below is a graphical representation of Lucintel’s research process. 
 

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Key Questions

  • What are some of the most promising, high-growth opportunities for the edge AI software market by component (solutions and services), data source (video & image recognition, iris & facial data, sensor data, mobile data, and speech recognition), organization size (large enterprises and SMEs), deployment mode (on-premise and cloud), end use industry (government & public sector, manufacturing, healthcare & life science, energy & utility, telecom, media & entertainment, and transportation & logistic), and region (North America, Europe, Asia Pacific, and the Rest of the World)?
  • Which segments will grow at a faster pace and why?
  • Which region will grow at a faster pace and why?
  • What are the key factors affecting market dynamics? What are the key challenges and business risks in this market?
  • What are the business risks and competitive threats in this market?
  • What are the emerging trends in this market and the reasons behind them?
  • What are some of the changing demands of customers in the market?
  • What are the new developments in the market? Which companies are leading these developments?
  • Who are the major players in this market? What strategic initiatives are key players pursuing for business growth?
  • What are some of the competing products in this market and how big of a threat do they pose for loss of market share by material or product substitution?
  • What M&A activity has occurred in the last 5 years and what has its impact been on the industry? For any questions related to edge AI software market or related to edge AI software companies, edge AI software market size, edge AI software market share, edge AI software analysis, write Lucintel analyst at email: helpdesk@lucintel.com we will be glad to get back to you soon.
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