Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market Report 2025

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Artificial Intelligence (AI)-Driven Product Recall Prediction Global Market Report 2025

Name: Artificial Intelligence (AI)-Driven Product Recall Prediction Global Market Report 2025
Brand: The Business Research Company
Price: 4490.00 USD
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By Component (Software, Hardware, Services), By Deployment Mode (On-Premises, Cloud), By Enterprise Size (Small And Medium Enterprises, Large Enterprises), By Application (Automotive, Food And Beverage, Pharmaceuticals, Consumer Electronics, Retail), By End-User (Manufacturers, Distributors, Retailers, Other End-Users) - Market Size, Trends, And Global Forecast 2025-2034

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report’s Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

• Artificial Intelligence (AI)-Driven Product Recall Prediction market size has reached to $1.36 billion in 2024

• Expected to grow to $4.16 billion in 2029 at a compound annual growth rate (CAGR) of 25%

• Growth Driver: Rising Demand For Automation In Supply Chain Management Driving The Growth Of The Market Due To Improved Efficiency And Reduced Operational Errors

• Market Trend: AI-Powered Predictive Quality Analytics Enhances Product Safety And Minimizes Recalls

• North America was the largest region in 2024 and Asia-Pacific is the fastest growing region.

What Is Covered Under Artificial Intelligence (AI)-Driven Product Recall Prediction Market?

Artificial intelligence (AI)-driven product recall prediction refers to the use of AI algorithms and machine learning models to analyze historical data, product performance, and consumer feedback to anticipate potential defects or safety issues in products before they reach the market or cause widespread harm. This approach helps companies proactively identify high-risk products, reduce financial losses, enhance consumer safety, and streamline compliance with regulatory standards.

The main types of components in artificial intelligence (AI)-driven product recall prediction are software, hardware, and services. Software refers to the collection of digital programs, analytical tools, and applications that process, analyze, and manage data to support decision-making and operational efficiency in various industries. These solutions can be deployed on-premises or in the cloud and are suitable for businesses of all sizes, from small and medium enterprises to large enterprises. It finds applications in automotive, food and beverage, pharmaceuticals, consumer electronics, and retail, serving a wide range of end users, including manufacturers, distributors, retailers, and others.

Artificial Intelligence (AI)-Driven Product Recall Prediction Market Size and growth rate 2025 to 2029: Graph

What Is The Artificial Intelligence (AI)-Driven Product Recall Prediction Market Size 2025 And Growth Rate?

What Is The Artificial Intelligence (AI)-Driven Product Recall Prediction Market Growth Forecast?

The artificial intelligence (AI)-driven product recall prediction market size is expected to see rapid growth in the next few years. It will grow to $4.16 billion in 2029 at a compound annual growth rate (CAGR) of 25.0%. The growth in the forecast period can be attributed to increasing regulatory pressures, rising product complexity, growing demand for real-time traceability, increasing cloud-based solutions adoption, and rising investments in artificial intelligence-based risk prediction. Major trends in the forecast period include advancements in machine learning algorithms, integration of cloud-based platforms, technology adoption in pharmaceuticals, developments in artificial intelligence-driven analytics, and advancements in predictive maintenance methods.

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What’s The Trade War Impact On Information Technology Industry?

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

How Is The Artificial Intelligence (AI)-Driven Product Recall Prediction Market Segmented?

1) By Component: Software, Hardware, Services

2) By Deployment Mode: On-Premises, Cloud

3) By Enterprise Size: Small And Medium Enterprises, Large Enterprises

4) By Application: Automotive, Food And Beverage, Pharmaceuticals, Consumer Electronics, Retail

5) By End-User: Manufacturers, Distributors, Retailers, Other End-Users

Subsegments:

1) By Software: Predictive Analytics Platforms, Machine Learning Frameworks, Natural Language Processing Tools, Data Integration Software, Model Management Solutions

2) By Hardware: High Performance Computing Systems, Graphics Processing Units, Data Storage Devices, Network Infrastructure Components, Edge Computing Devices

3) By Services: Implementation Services, Consulting Services, Training And Support Services, System Integration Services, Managed Services

What Is Driving The Artificial Intelligence (AI)-Driven Product Recall Prediction Market? Rising Demand For Automation In Supply Chain Management Driving The Growth Of The Market Due To Improved Efficiency And Reduced Operational Errors

The rising demand for automation in supply chain management is expected to propel the growth of the artificial intelligence (AI)-driven product recall prediction market going forward. Automation in supply chain management refers to the use of technology and systems to streamline, monitor, and manage supply chain processes with minimal human intervention, improving efficiency and accuracy. The demand for automation in supply chain management is rising as businesses seek to reduce errors and improve efficiency in inventory and order processing. AI-driven product recall prediction helps supply chain management by identifying potential product issues early, enabling faster recalls, minimizing losses, and ensuring smoother operations. For instance, in July 2025, according to the Orange Connex, a US-based technology-driven fourth-party logistics provider, AI-driven predictive analytics can cut forecasting errors by 50% and reduce operational costs by 20–30%, with 47% of mid-sized companies already using AI to optimize their operations. Therefore, the rising demand for automation in supply chain management is driving the growth of the artificial intelligence (AI)-driven product recall prediction industry.

What Is Driving The Artificial Intelligence (AI)-Driven Product Recall Prediction Market? Rising Investments In Digital Technologies Driving The Growth Of The Market Due To Enhanced Data Infrastructure And Analytics Capabilities

The increasing investments in digital technologies are expected to propel the growth of the artificial intelligence (AI)-driven product recall prediction market going forward. Investments in digital technologies refer to spending on hardware, software, connectivity, and services aimed at enhancing digital capabilities, innovation, and operational efficiency. Investments in digital technologies are rising as businesses increasingly adopt advanced tools such as AI and analytics to improve efficiency and drive innovation. Investments in digital technologies enable AI-driven product recall prediction by providing the data, infrastructure, and analytics tools needed to detect and anticipate potential product defects in real time. For instance, in July 2024, according to the Office for National Statistics, a UK-based government department, annual investment in digital infrastructure reached $12.46 billion USD (£9.2 billion) in 2022, representing a 22.9% increase compared to 2021. Therefore, the increasing investments in digital technologies are driving the growth of the artificial intelligence (AI)-driven product recall prediction industry.

Who Are The Major Players In The Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market?

Major companies operating in the artificial intelligence (ai)-driven product recall prediction market are Amazon Web Services Inc., Siemens AG, Honeywell International Inc., PTC Inc., Elisa Industriq Oy, DataRobot Inc., Dataiku Ltd., ETQ Inc., Augury Services Private Limited, Uptake Technologies Inc., Sight Machine Inc., LandingAI Inc., MachineMetrics Inc., Falkonry Inc., TrendMiner NV, Agroknow S.A., Acerta Analytics Solutions Inc., Predictronics Corporation, Smarteeva Ltd., QualityLine Production Technologies Ltd.

What Are The Key Trends Of The Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market? AI-Powered Predictive Quality Analytics Enhances Product Safety And Minimizes Recalls

Major companies operating in the artificial intelligence (AI)-driven product recall prediction market are focusing on introducing innovative solutions, such as AI-powered predictive quality analytics solutions, to enhance product safety, reduce operational risks, and minimize recall-related costs. An AI-powered predictive quality analytics solution is a system that uses artificial intelligence to analyze data and predict potential product defects, enabling companies to prevent recalls and ensure quality compliance. For instance, in October 2024, ETQ LLC, a US-based cloud-native quality management software company, launched the ETQ Reliance predictive quality analytics solution, an AI-driven enhancement to its quality management system (QMS), developed in partnership with Acerta Analytics Solutions. This solution uses machine learning and real-time data from the manufacturing shop floor to predict and prevent defects early. It automates alerts for potential quality risks, accelerates root cause analysis, and enables proactive resolution of production issues. By combining AI with human expertise, the solution reduces scrap, rework, recalls, and safety incidents while improving overall product quality and operational efficiency.

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What Is The Regional Outlook For The Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market?

North America was the largest region in the artificial intelligence (AI)-driven product recall prediction market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

What Defines the Artificial Intelligence (AI)-Driven Product Recall Prediction Market?

The artificial intelligence (AI)-driven product recall prediction market consists of revenues earned by entities by providing services, such as defect detection, quality monitoring, risk prediction, recall forecasting, and supply chain analytics. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI)-driven product recall prediction market also includes sales of software platforms, analytics tools, data integration systems, and artificial intelligence (AI)-powered quality monitoring solutions. Values in this market are ‘factory gate’ values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What is the Market Assessment and Strategic Outlook for the Artificial Intelligence (AI)-Driven Product Recall Prediction Industry?

The artificial intelligence (ai)-driven product recall prediction market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (ai)-driven product recall prediction industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.

Market Size Value In 2025

Report Attribute	Details
$1.71 billion	Revenue Forecast In 2034
$4.16 billion	Growth Rate
CAGR of 25.3% from 2025 to 2034	Base Year For Estimation
2024	Actual Estimates/Historical Data
2019-2024	Forecast Period
2025 - 2029 - 2034	Market Representation
Revenue in USD Billion and CAGR from 2025 to 2034	Segments Covered
Component, Deployment Mode, Enterprise Size, Application, End-User	Regional Scope
Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa	Country Scope
The countries covered in the report are Australia, Brazil, China, France, Germany, India, ...	Key Companies Profiled
Amazon Web Services Inc., Siemens AG, Honeywell International Inc., PTC Inc., Elisa Industriq Oy, DataRobot Inc., Dataiku Ltd., ETQ Inc., Augury Services Private Limited, Uptake Technologies Inc., Sight Machine Inc., LandingAI Inc., MachineMetrics Inc., Falkonry Inc., TrendMiner NV, Agroknow S.A., Acerta Analytics Solutions Inc., Predictronics Corporation, Smarteeva Ltd., QualityLine Production Technologies Ltd.	Customization Scope
Request for Sample	Pricing And Purchase Options
Explore Purchase Options	0

1. Executive Summary

2. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Characteristics

3. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Trends And Strategies

4. Artificial Intelligence (AI)-Driven Product Recall Prediction Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Growth Analysis And Strategic Analysis Framework

5.1. Global Artificial Intelligence (AI)-Driven Product Recall Prediction PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)

5.2. Analysis Of End Use Industries

5.3. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market Growth Rate Analysis

5.4. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)

5.5. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)

5.6. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Total Addressable Market (TAM)

6. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Segmentation

6.1. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Software

Hardware

Services

6.2. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

On-Premises

Cloud

6.3. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Small And Medium Enterprises

Large Enterprises

6.4. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Automotive

Food And Beverage

Pharmaceuticals

Consumer Electronics

Retail

Other Applications

6.5. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Manufacturers

Distributors

Retailers

Other End-Users

6.6. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Predictive Analytics Platforms

Machine Learning Frameworks

Natural Language Processing Tools

Data Integration Software

Model Management Solutions

6.7. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

High Performance Computing Systems

Graphics Processing Units

Data Storage Devices

Network Infrastructure Components

Edge Computing Devices

6.8. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Implementation Services

Consulting Services

Training And Support Services

System Integration Services

Managed Services

7. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Regional And Country Analysis

7.1. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

7.2. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Driven Product Recall Prediction Market

8.1. Asia-Pacific Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

8.2. Asia-Pacific Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.3. Asia-Pacific Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.4. Asia-Pacific Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI)-Driven Product Recall Prediction Market

9.1. China Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

9.2. China Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.3. China Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.4. China Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI)-Driven Product Recall Prediction Market

10.1. India Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.2. India Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.3. India Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI)-Driven Product Recall Prediction Market

11.1. Japan Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

11.2. Japan Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.3. Japan Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.4. Japan Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI)-Driven Product Recall Prediction Market

12.1. Australia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.2. Australia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.3. Australia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Driven Product Recall Prediction Market

13.1. Indonesia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.2. Indonesia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.3. Indonesia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI)-Driven Product Recall Prediction Market

14.1. South Korea Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

14.2. South Korea Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.3. South Korea Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.4. South Korea Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market

15.1. Western Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

15.2. Western Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.3. Western Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.4. Western Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI)-Driven Product Recall Prediction Market

16.1. UK Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.2. UK Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.3. UK Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI)-Driven Product Recall Prediction Market

17.1. Germany Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.2. Germany Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.3. Germany Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI)-Driven Product Recall Prediction Market

18.1. France Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.2. France Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.3. France Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI)-Driven Product Recall Prediction Market

19.1. Italy Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.2. Italy Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.3. Italy Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI)-Driven Product Recall Prediction Market

20.1. Spain Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.2. Spain Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.3. Spain Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market

21.1. Eastern Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

21.2. Eastern Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.3. Eastern Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.4. Eastern Europe Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI)-Driven Product Recall Prediction Market

22.1. Russia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.2. Russia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.3. Russia Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI)-Driven Product Recall Prediction Market

23.1. North America Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

23.2. North America Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.3. North America Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.4. North America Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI)-Driven Product Recall Prediction Market

24.1. USA Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

24.2. USA Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.3. USA Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.4. USA Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI)-Driven Product Recall Prediction Market

25.1. Canada Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

25.2. Canada Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.3. Canada Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.4. Canada Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI)-Driven Product Recall Prediction Market

26.1. South America Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

26.2. South America Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.3. South America Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.4. South America Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI)-Driven Product Recall Prediction Market

27.1. Brazil Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.2. Brazil Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.3. Brazil Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI)-Driven Product Recall Prediction Market

28.1. Middle East Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

28.2. Middle East Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.3. Middle East Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.4. Middle East Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI)-Driven Product Recall Prediction Market

29.1. Africa Artificial Intelligence (AI)-Driven Product Recall Prediction Market Overview

29.2. Africa Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.3. Africa Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.4. Africa Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Competitive Landscape

30.2. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Company Profiles

30.2.1. Amazon Web Services Inc. Overview, Products and Services, Strategy and Financial Analysis

30.2.2. Siemens AG Overview, Products and Services, Strategy and Financial Analysis

30.2.3. Honeywell International Inc. Overview, Products and Services, Strategy and Financial Analysis

30.2.4. PTC Inc. Overview, Products and Services, Strategy and Financial Analysis

30.2.5. Elisa Industriq Oy Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI)-Driven Product Recall Prediction Market Other Major And Innovative Companies

31.1. DataRobot Inc.

31.2. Dataiku Ltd.

31.3. ETQ Inc.

31.4. Augury Services Private Limited

31.5. Uptake Technologies Inc.

31.6. Sight Machine Inc.

31.7. LandingAI Inc.

31.8. MachineMetrics Inc.

31.9. Falkonry Inc.

31.10. TrendMiner NV

31.11. Agroknow S.A.

31.12. Acerta Analytics Solutions Inc.

31.13. Predictronics Corporation

31.14. Smarteeva Ltd.

31.15. QualityLine Production Technologies Ltd.

32. Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Driven Product Recall Prediction Market

34. Recent Developments In The Artificial Intelligence (AI)-Driven Product Recall Prediction Market

35. Artificial Intelligence (AI)-Driven Product Recall Prediction Market High Potential Countries, Segments and Strategies

35.1 Artificial Intelligence (AI)-Driven Product Recall Prediction Market In 2029 - Countries Offering Most New Opportunities

35.2 Artificial Intelligence (AI)-Driven Product Recall Prediction Market In 2029 - Segments Offering Most New Opportunities

35.3 Artificial Intelligence (AI)-Driven Product Recall Prediction Market In 2029 - Growth Strategies

35.3.1 Market Trend Based Strategies

35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations

36.2. Currencies

36.3. Historic And Forecast Inflation Rates

36.4. Research Inquiries

36.5. The Business Research Company

36.6. Copyright And Disclaimer

List Of Tables

Table 1: Global Historic Market Growth, 2019-2024, $ Billion

Table 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion

Table 3: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 4: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 5: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 6: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 7: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 8: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 9: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 10: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 11: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 12: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 13: Asia-Pacific, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 14: Asia-Pacific, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 15: Asia-Pacific, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 16: China, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 17: China, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 18: China, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 19: India, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 20: India, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 21: India, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 22: Japan, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 23: Japan, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 24: Japan, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 25: Australia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 26: Australia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 27: Australia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 28: Indonesia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 29: Indonesia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 30: Indonesia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 31: South Korea, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 32: South Korea, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 33: South Korea, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 34: Western Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 35: Western Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 36: Western Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 37: UK, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 38: UK, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 39: UK, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 40: Germany, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 41: Germany, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 42: Germany, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 43: France, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 44: France, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 45: France, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 46: Italy, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 47: Italy, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 48: Italy, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 49: Spain, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 50: Spain, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 51: Spain, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 52: Eastern Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 53: Eastern Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 54: Eastern Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 55: Russia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 56: Russia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 57: Russia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 58: North America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 59: North America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 60: North America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 61: USA, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 62: USA, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 63: USA, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 64: Canada, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 65: Canada, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 66: Canada, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 67: South America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 68: South America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 69: South America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 70: Brazil, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 71: Brazil, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 72: Brazil, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 73: Middle East, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 74: Middle East, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 75: Middle East, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 76: Africa, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 77: Africa, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 78: Africa, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Table 79: Amazon Web Services Inc. Financial Performance

Table 80: Siemens AG Financial Performance

Table 81: Honeywell International Inc. Financial Performance

Table 82: PTC Inc. Financial Performance

Table 83: Elisa Industriq Oy Financial Performance

List Of Figures

Figure 1: Global Historic Market Growth, 2019-2024, $ Billion

Figure 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion

Figure 3: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 4: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 5: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 6: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 7: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 8: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 9: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Hardware, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 10: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 11: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 12: Global Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 13: Asia-Pacific, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 14: Asia-Pacific, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 15: Asia-Pacific, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 16: China, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 17: China, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 18: China, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 19: India, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 20: India, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 21: India, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 22: Japan, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 23: Japan, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 24: Japan, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 25: Australia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 26: Australia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 27: Australia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 28: Indonesia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 29: Indonesia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 30: Indonesia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 31: South Korea, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 32: South Korea, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 33: South Korea, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 34: Western Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 35: Western Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 36: Western Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 37: UK, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 38: UK, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 39: UK, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 40: Germany, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 41: Germany, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 42: Germany, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 43: France, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 44: France, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 45: France, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 46: Italy, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 47: Italy, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 48: Italy, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 49: Spain, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 50: Spain, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 51: Spain, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 52: Eastern Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 53: Eastern Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 54: Eastern Europe, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 55: Russia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 56: Russia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 57: Russia, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 58: North America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 59: North America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 60: North America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 61: USA, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 62: USA, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 63: USA, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 64: Canada, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 65: Canada, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 66: Canada, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 67: South America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 68: South America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 69: South America, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 70: Brazil, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 71: Brazil, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 72: Brazil, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 73: Middle East, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 74: Middle East, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 75: Middle East, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 76: Africa, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 77: Africa, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 78: Africa, Artificial Intelligence (AI)-Driven Product Recall Prediction Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Figure 79: Amazon Web Services Inc. Financial Performance

Figure 80: Siemens AG Financial Performance

Figure 81: Honeywell International Inc. Financial Performance

Figure 82: PTC Inc. Financial Performance

Figure 83: Elisa Industriq Oy Financial Performance

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Frequently Asked Questions

What is the definition of the Artificial Intelligence (AI)-Driven Product Recall Prediction market?

How will the Artificial Intelligence (AI)-Driven Product Recall Prediction market drivers and restraints affect the market dynamics? What forces will shape the Artificial Intelligence (AI)-Driven Product Recall Prediction industry going forward?

The market major growth driver - Rising Demand For Automation In Supply Chain Management Driving The Growth Of The Market Due To Improved Efficiency And Reduced Operational Errors. For further insights on this market, request a sample here

What is the forecast market size or the forecast market value of the Artificial Intelligence (AI)-Driven Product Recall Prediction market?

The artificial intelligence (AI)-driven product recall prediction market size has grown rapidly in recent years. It will grow from $1.36 billion in 2024 to $1.71 billion in 2025 at a compound annual growth rate (CAGR) of 25.3%. The growth in the historic period can be attributed to increasing globalization of supply chains, rising safety compliance requirements, growing consumer awareness of product safety, increasing digitization in manufacturing, and rising frequency of product recalls. The artificial intelligence (AI)-driven product recall prediction market size is expected to see rapid growth in the next few years. It will grow to $4.16 billion in 2029 at a compound annual growth rate (CAGR) of 25.0%. The growth in the forecast period can be attributed to increasing regulatory pressures, rising product complexity, growing demand for real-time traceability, increasing cloud-based solutions adoption, and rising investments in artificial intelligence-based risk prediction. Major trends in the forecast period include advancements in machine learning algorithms, integration of cloud-based platforms, technology adoption in pharmaceuticals, developments in artificial intelligence-driven analytics, and advancements in predictive maintenance methods. For further insights on this market, request a sample here

How is the Artificial Intelligence (AI)-Driven Product Recall Prediction market segmented?

The artificial intelligence (AI)-driven product recall prediction market covered in this report is segmented
1) By Component: Software, Hardware, Services
2) By Deployment Mode: On-Premises, Cloud
3) By Enterprise Size: Small And Medium Enterprises, Large Enterprises
4) By Application: Automotive, Food And Beverage, Pharmaceuticals, Consumer Electronics, Retail
5) By End-User: Manufacturers, Distributors, Retailers, Other End-Users Subsegments:
1) By Software: Predictive Analytics Platforms, Machine Learning Frameworks, Natural Language Processing Tools, Data Integration Software, Model Management Solutions
2) By Hardware: High Performance Computing Systems, Graphics Processing Units, Data Storage Devices, Network Infrastructure Components, Edge Computing Devices
3) By Services: Implementation Services, Consulting Services, Training And Support Services, System Integration Services, Managed Services For further insights on this market, request a sample here

Which region has the largest share of the Artificial Intelligence (AI)-Driven Product Recall Prediction market? What are the other regions covered in the report?

North America was the largest region in the artificial intelligence (AI)-driven product recall prediction market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in artificial intelligence (AI)-driven product recall prediction report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. For further insights on this market, request a sample here.

Who are the major players in the Artificial Intelligence (AI)-Driven Product Recall Prediction market?

What are the key trends in the Artificial Intelligence (AI)-Driven Product Recall Prediction market?

Major trends in this market include AI-Powered Predictive Quality Analytics Enhances Product Safety And Minimizes Recalls. For further insights on this market, request a sample here.