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Technological Advances in Edge AI Transforming Industry 4.0

Data Privacy and Low-cost Optimization are Driving Growth


RELEASE DATE
13-May-2025
REGION
Global
DELIVERABLE TYPE
Technology Research

RESEARCH CODE
DB15-01-00-00-00
SKU
TM_2025_33490
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Technological Advances in Edge AI Transforming Industry 4.0
Published on: 13-May-2025 | SKU: TM_2025_33490

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Description

Edge AI has seen significant growth in recent years due to the growing demand for AI-enabled solutions in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. It can be used in a wide range of applications at various levels and is a key contributor to the adoption of Industry 4.0-based automation and digitalization. The rapid growth of edge computing power and the optimization of AI models have been key facilitators of edge AI. This growth is expected to continue over the next 5-7 years, with a focus on addressing important challenges such as improving efficiency, lowering power consumption, reducing chip size, increasing computational capacity to handle large data sets, and enhancing device-level cybersecurity.

This study covers technology developments and their impact on the industry. It includes the following modules:
·Edge AI overview, significance, and architecture
·Enabling technologies
·Recent advancements among top participants and innovative start-ups
·Regional developments, patents, and funding
·SWOT analysis
·Key case studies and business models
·Roadmap
·Growth opportunities

Infographic
Table of Contents

Why Is It Increasingly Difficult to Grow?

The Strategic Imperative 8

The Impact of the Top 3 Strategic Imperatives on the Edge AI Industry

Growth Opportunities Fuel the Growth Pipeline Engine

Research Methodology

Technology Attractiveness Dashboard

Scope of Analysis

Segmentation

Growth Drivers

Growth Restraints

Edge AI Overview

Edge AI Architecture

Important Advantages and Significance

Industry 4.0 Overview

Enabling Technologies Driving Edge AI Adoption

Key Edge AI Technologies and Their Significance—Hardware

Key Edge AI Technologies and Their Significance—Software

Leading Participants and Latest Product Developments

Emerging Organizations and Key Start-ups—Important Developments

Key Developments Impacting the Edge AI Ecosystem

Key Collaboration Strategies for Technology Development and Commercialization

Regional Trends and Impact

Patent Research Focus Areas

Funding Deals and Focus Areas

SWOT Analysis

Edge AI Case Study 1: Inference at the Edge

Edge AI Case Study 2: Novel Edge Architecture

Edge AI Case Study 3: Compact AI Algorithms

Business Models

Future Direction

Growth Opportunity 1: Smart Devices and Home Applications

Growth Opportunity 2: Healthcare and Medical Sectors

Growth Opportunity 3: Fully Smart Factories

Technology Readiness Levels TRL: Explanation

Benefits and Impacts of Growth Opportunities

Next Steps

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Impacting your company's future growth potential.

Edge AI has seen significant growth in recent years due to the growing demand for AI-enabled solutions in various sectors, including automotive, defense, aerospace, consumer electronics, manufacturing, and energy. It can be used in a wide range of applications at various levels and is a key contributor to the adoption of Industry 4.0-based automation and digitalization. The rapid growth of edge computing power and the optimization of AI models have been key facilitators of edge AI. This growth is expected to continue over the next 5-7 years, with a focus on addressing important challenges such as improving efficiency, lowering power consumption, reducing chip size, increasing computational capacity to handle large data sets, and enhancing device-level cybersecurity.

This study covers technology developments and their impact on the industry. It includes the following modules: ·Edge AI overview, significance, and architecture ·Enabling technologies ·Recent advancements among top participants and innovative start-ups ·Regional developments, patents, and funding ·SWOT analysis ·Key case studies and business models ·Roadmap ·Growth opportunities
More Information
Deliverable Type Technology Research
No Index No
Is Prebook No
Keyword 1 Edge AI Market
Keyword 2 Smart Factory AI Solutions
Keyword 3 Artificial Intelligence in Manufacturing
Podcast No
Predecessor None
WIP Number DB15-01-00-00-00

Technological Advances in Edge AI Transforming Industry 4.0

$4,950.00

Special Price $4,455.00 save 10 %

In stock
SKU
TM_2025_33490