세계의 제조 분석 시장 - 규모, 점유율, 성장 분석 : 유형별, 용도별, 전개 모델별, 업계별, 지역별 산업 예측(2024-2031년)

Global Manufacturing Analytics Market size was valued at USD 12.80 Billion in 2022 and is poised to grow from USD 15.46 Billion in 2023 to USD 58.03 Billion by 2031, at a CAGR of 20.8% during the forecast period (2024-2031).

The manufacturing analytics market plays a pivotal role for contemporary manufacturers aiming to enhance their operations through data-driven insights. This market is largely propelled by the growing integration of automation and digitization in manufacturing, which generates extensive data from IoT devices, sensors, and interconnected machinery. However, integrating analytics tools with existing systems and ensuring the accuracy of data present significant challenges that need to be addressed. Despite these obstacles, the manufacturing analytics market holds considerable potential for growth and advancement. Advances in technologies such as artificial intelligence and machine learning are providing innovative ways to derive actionable insights from vast data sets. Additionally, the emphasis on Industry 4.0 and digital transformation in the manufacturing sector creates a conducive environment for adopting analytics solutions, reflecting the industry's focus on utilizing data analytics to achieve operational excellence. Manufacturing analytics offers practical benefits through applications like real-time monitoring, predictive maintenance, and supply chain optimization. These tools enable manufacturers to detect inefficiencies, predict demand, optimize inventory, and refine production processes. By harnessing the power of analytics, manufacturers can enhance productivity, boost efficiency, and maintain a competitive edge, all while promoting sustainability in a rapidly evolving industry.

Top-down and bottom-up approaches were used to estimate and validate the size of the Global Manufacturing Analytics market and to estimate the size of various other dependent submarkets. The research methodology used to estimate the market size includes the following details: The key players in the market were identified through secondary research, and their market shares in the respective regions were determined through primary and secondary research. This entire procedure includes the study of the annual and financial reports of the top market players and extensive interviews for key insights from industry leaders such as CEOs, VPs, directors, and marketing executives. All percentage shares split, and breakdowns were determined using secondary sources and verified through Primary sources. All possible parameters that affect the markets covered 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.

Global Manufacturing Analytics Market Segmental Analysis

The global manufacturing analytics market is segmented based on Type, application, Deployment model, Industry Vertical and region. Based on type, the market is segmented into software and services. In terms of application, the market is segmented into predictive maintenance and asset management, inventory management, supply chain Planning and Procurement, energy management, emergency management, sales and customer management and others. Based on the development model, the market is segmented into on-premises, on-demand. In terms of industry vertical, the market is segmented into automotive and aerospace manufacturing, electronic equipment manufacturing, food and beverages manufacturing, chemicals and materials manufacturing, machinery and industrial equipment, pharma and life sciences, paper, pulp, plastic and rubber manufacturing, others. By region, the market is segmented into North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Drivers of the Global Manufacturing Analytics Market

Predictive maintenance is increasingly becoming a key focus in the manufacturing sector due to its ability to proactively detect and address potential equipment failures. By utilizing manufacturing analytics, manufacturers can continuously monitor equipment health, anticipate maintenance needs, and plan maintenance activities in advance. This strategy helps reduce downtime, lower maintenance costs, and enhance overall equipment performance. In 2023, the growing emphasis on predictive maintenance to drive operational efficiency and cost savings is anticipated to significantly boost the demand for manufacturing analytics solutions.

Restraints in the Global Manufacturing Analytics Market

As manufacturing analytics involves handling large amounts of sensitive data, concerns about data security and privacy present a significant challenge in the market. Manufacturers must safeguard the confidentiality and integrity of their data to prevent unauthorized access and potential breaches. In 2023, ensuring robust data security measures and adhering to data protection regulations will remain crucial challenges that could impact the widespread adoption of manufacturing analytics solutions.

Market Trends of the Global Manufacturing Analytics Market

In 2023, the incorporation of artificial intelligence (AI) and machine learning (ML) technologies into manufacturing analytics is emerging as a major trend. These advanced algorithms have the capability to reveal hidden patterns and correlations within manufacturing data, facilitating predictive and prescriptive analytics. By harnessing the power of AI and ML, manufacturers can enhance their data-driven decision-making, streamline processes, and boost overall operational efficiency. The use of AI and ML in manufacturing analytics enables manufacturers to gain deeper insights from their data, driving improvements in various aspects of their operations. This integration supports more accurate predictions, better process optimization, and ultimately leads to greater operational effectiveness and efficiency.

Table of Contents

Introduction

• Objectives of the Study
• Definitions
• Market Scope

Research Methodology

• Information Procurement
• Secondary & Primary Data Sources
• Market Size Estimation
• Market Assumptions & Limitations

Executive Summary

• Market Overview Outlook
• Supply Demand Trend Analysis
• Segmental Opportunity Analysis

Market Dynamics & Outlook

• Market Dynamics
  • Drivers
  • Opportunities
  • Restraints
  • Challenges
• Porters Analysis
  • Competitive rivalry
  • Threat of Substitute Products
  • Bargaining Power of Buyers
  • Threat of New Entrants
  • Bargaining Power of Suppliers

Key Market Insights

• Key Success Factors of The Market
• Degree Of Competition
• Top Investment Pockets
• Market Attractive Index
• Ecosystem Mapping
• Value chain analysis
• Strategic Benchmarking

Manufacturing Analytics Market by Type

• Market Overview
• Software
• Services
  • Managed Services
  • Professional service
  • Development and Integration
  • Support and Maintenance
  • Consulting Services

Manufacturing Analytics Market by Application

• Market overview
• Predictive Maintenance and Asset Management
• Inventory Management
• Supply Chain Planning and Procurement
• Energy Management
• Emergency Management
• Sales and Customer Management
• Others

Manufacturing Analytics Market by Development Model

• Market Overview
• On-Premises
• On-Demand

Manufacturing Analytics Market by Industry Vertical

• Market Overview
• Automotive and Aerospace Manufacturing
• Electronic Equipment Manufacturing
• Food and Beverages Manufacturing
• Chemicals and Materials Manufacturing
• Machinery and Industrial Equipment Manufacturing
• Pharma and Life Sciences
• Paper, Pulp, Plastic, and Rubber Manufacturing
• Others

Manufacturing Analytics Market Size by Region

• Market Overview
• North America
  • USA
  • Canada
• Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Rest of Europe
• Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Rest of Asia-Pacific
• Latin America
  • Brazil
  • Rest of Latin America
• Middle East & Africa (MEA)
  • GCC Countries
  • South Africa
  • Rest of MEA

Competitive Landscape

• Top 5 Player Comparison
• Market Positioning of Key Players, 2023
• Strategies Adopted by Key Market Players
• Recent Activities in the Market
• Key Companies Market Share (%), 2023

Key Company Profiles

• International Business Machines Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Oracle Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAP SE (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Zensar Technologies Ltd. (India)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• SAS Institute, Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Alteryx, Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• 1010data, Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Siemens AG (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Microsoft Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• General Electric Company (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Cisco Systems, Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Intel Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Rockwell Automation, Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Teradata Corporation (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Hitachi, Ltd. (Japan)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• PTC Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Software AG (Germany)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• QlikTech International AB (Sweden)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Splunk Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments
• Honeywell International Inc. (US)
  • Company Overview
  • Business Segment Overview
  • Financial Updates
  • Key Developments