세계의 설비 종합 효율(OEE) 소프트웨어 세계 시장 : 제공업체별(소프트웨어, 서비스), 구축 방식별(온프레미스, 클라우드), 유형별(SCADA, 클라우드 ERP, 예지보전, Data Historian), 산업별(자동차, 의료, 전력) 예측(-2028년)

Overall Equipment Effectiveness Software Market by Offering (Software, Services), Deployment Mode (On-premises, Cloud), Type (SCADA, Cloud ERP, Predictive Maintenance, Data Historian), Industry (Automotive, Healthcare, Power) - Global Forecast to 2028

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한글목차

세계 설비 종합 효율(OEE) 소프트웨어 시장 규모는 2023년 675억 달러에서 2028년 1,224억 달러에 달하고,12.6%의 CAGR로 성장할 것으로 예상됩니다.

전체 OEE 시장의 성장을 가속하는 주요 요인으로는 산업 자동화 솔루션 도입 확대 이니셔티브 증가와 효율성 향상 및 자원의 최적 활용에 대한 요구가 증가하고 있다는 점을 꼽을 수 있습니다.

"2023-2028년 서비스 분야가 가장 높은 성장률 유지할 것"

OEE 소프트웨어의 서비스에는 사용자 경험을 개선하고 소프트웨어 제조업체의 혜택을 극대화하기 위해 소프트웨어 공급자가 제공하는 다양한 추가 기능과 지원이 포함됩니다. 소프트웨어 공급자는 교육, 유지보수, 설치, 소프트웨어 업그레이드 및 기타 다양한 서비스를 제공합니다. 전문 지식, 커스터마이징, 교육, 지속적인 지원 및 최적화 서비스에 대한 필요성으로 인해 서비스에 대한 수요가 빠르게 증가하고 있습니다.

"배포 방식별로는 클라우드 분야가 예측 기간 동안 가장 큰 점유율을 차지할 것"

OEE 소프트웨어용 클라우드 기술은 클라우드 컴퓨팅 인프라와 서비스를 사용하여 설비 효율과 관련된 데이터를 저장, 처리 및 관리하는 것을 말합니다. OEE 소프트웨어의 클라우드 배포는 제조업체에 확장성, 비용 효율성, 관리 용이성, 접근성, 데이터 통합, 지속적인 혁신, 접근성 및 데이터 통합을 제공합니다. 혁신성을 제공합니다. 또한, 설비 효율성을 최적화하고 운영 우수성을 촉진할 수 있는 유연하고 민첩한 플랫폼을 제공합니다. 따라서 예측 기간 동안 제조업체들의 클라우드 기반 OEE 소프트웨어 채택이 증가할 것으로 예상됩니다.

"MES(제조실행시스템) 분야가 2022년 유형별 점유율 2위 차지"

MES(제조 실행 시스템)는 생산 스케줄링, 자원 할당, 품질 관리, 실시간 데이터 수집 등 제조 운영을 관리하고 제어할 수 있는 종합적인 기능을 제공합니다. 결과적으로 MES는 OEE 기능을 보다 광범위한 제조 실행 기능군에 원활하게 통합할 수 있는 좋은 위치에 있습니다. 이러한 통합을 통해 기업은 생산 공정의 전체 그림을 파악하고, 장비의 효율성을 모니터링하고, 병목현상을 파악하고, 전반적인 운영 효율성을 최적화할 수 있습니다. 제조 환경에서 MES 시스템의 확고한 입지는 OEE 기능을 통합할 수 있는 능력과 함께 OEE 소프트웨어 시장에서 MES의 지배적인 위치를 차지하고 있습니다.

"산업별로는 전력이 예측 기간 동안 두 번째로 높은 시장 성장률을 기록할 것"

전력 산업은 터빈, 발전기, 변압기 등 복잡하고 중요한 장비에 크게 의존하고 있으며, 효율적이고 안정적인 작동을 보장하기 위해 효과적인 모니터링과 최적화가 필요합니다. 필요한 도구와 분석을 제공합니다. 또한 전력 산업은 스마트 그리드, 재생 에너지 통합, 첨단 모니터링 시스템에 중점을 둔 디지털 혁신이 진행되고 있으며, OEE 소프트웨어는 이러한 첨단 기술을 관리하고 최적화하는 데 중요한 역할을 하며 전력 산업에서 채택을 더욱 촉진하고 있습니다. 이러한 요인들이 복합적으로 작용하여 예측 기간 동안 전력 산업은 OEE 소프트웨어 시장에서 우위를 점할 것으로 예상됩니다.

"2022년 북미가 OEE 소프트웨어 시장을 지배할 것"

지역별로는 2022년 북미가 가장 큰 점유율을 차지했습니다. 이 지역은 기술 발전의 최전선에서 인더스트리 4.0의 원칙을 채택하고 있으며, IoT, 인공지능, 데이터 분석과 같은 첨단 기술을 제조 공정에 통합하여 장비의 효율성을 개선할 수 있는 기회를 창출하고 있습니다. 고급 분석을 수행하여 장비 성능을 최적화할 수 있는 실용적인 통찰력을 제공합니다. 북미에서는 인더스트리 4.0과 DX에 대한 관심이 높아지면서 이러한 기술을 실현하는 중요한 수단으로 OEE 소프트웨어에 대한 수요가 증가하고 있습니다.

목차

제1장 서론

제2장 조사 방법

제3장 주요 요약

제4장 프리미엄 인사이트

제5장 시장 개요

• 서론
• 시장 역학
  • 성장 촉진요인
  • 성장 억제요인
  • 기회
  • 과제
• 밸류체인 분석
• 생태계 분석
• 가격 분석
• 고객의 비즈니스에 영향을 미치는 동향/혼란
• 기술 분석
• Porter의 Five Forces 분석
• 주요 이해관계자와 구입 기준
• 사례 연구
• 무역 분석
• 특허 분석
• 주요 컨퍼런스 및 이벤트(2023년-2024년)
• 관세 및 규제 상황

제6장 설비 종합 효율(OEE) 소프트웨어 방법

• 서론
• 가용성 계산
• 성능 계산
• 품질 계산
• 실시간 모니터링
• 근본 원인 분석
• 예측 분석

제7장 설비 종합 효율(OEE) 소프트웨어 시장 : 제공별

• 서론
• 소프트웨어
• 서비스

제8장 설비 종합 효율(OEE) 소프트웨어 시장 : 전개 방식별

• 서론
• 온프레미스
• 클라우드

제9장 설비 종합 효율(OEE) 소프트웨어 시장 : 유형별

• 서론
• SCADA(감시제어 및 데이터 수집)
• MES(제조 실행 시스템)
• 클라우드 ERP(전사적 자원 관리)
• 예지보전
• Data Historian

제10장 설비 종합 효율(OEE) 소프트웨어 시장 : 업종별

• 서론
• 항공우주 및 방위
• 자동차
• 화학
• 식품 및 음료
• 의료
• 금속 및 광업
• 석유 및 가스
• 전력
• 일렉트로닉스 및 반도체
• 기타

제11장 설비 종합 효율(OEE) 소프트웨어 시장 : 지역별

• 서론
• 북미
  • 미국
  • 캐나다
  • 멕시코
• 유럽
  • 영국
  • 독일
  • 프랑스
  • 기타 유럽
• 아시아태평양
  • 중국
  • 일본
  • 인도
  • 기타 아시아태평양
• 기타 지역(ROW)
  • 중동 및 아프리카
  • 남미

제12장 경쟁 구도

• 서론
• 주요 기업의 매출 분석
• 주요 기업의 시장 점유율 분석(2022년)
• 기업 평가 쿼드런트(2021년)
• 중소기업(SME) 평가 쿼드런트(2021년)
• SCADA 시장 : 기업 실적
• 경쟁 벤치마킹
• 경쟁 시나리오와 동향

제13장 기업 개요

• 주요 기업
  • ABB
  • SIEMENS
  • SCHNEIDER ELECTRIC
  • GENERAL ELECTRIC
  • HONEYWELL INTERNATIONAL, INC.
  • ROCKWELL AUTOMATION
  • SAP
  • MICROSOFT
  • EMERSON ELECTRIC, CO.
  • ORACLE
• 기타 기업
  • CAPULA LTD.
  • ING. PUNZENBERGER COPA-DATA GMBH
  • DATA FLOW SYSTEMS, INC.
  • DETECHTION TECHNOLOGIES
  • ELYNX TECHNOLOGIES, LLC
  • 42Q
  • AEGIS SOFTWARE
  • CRITICAL MANUFACTURING
  • EPICOR SOFTWARE CORPORATION
  • EYELIT
  • TALLY SOLUTIONS PRIVATE LIMITED
  • MIE SOLUTIONS
  • ACUMATICA, INC.
  • GENIUS SOLUTIONS
  • BRIGHTPEARL

제14장 부록

LSH

영문 목차

영문목차

The global overall equipment effectiveness software market size is expected to grow from USD 67.5 billion in 2023 to USD 122.4 billion by 2028, at a CAGR of 12.6%. The key factors driving the overall equipment effectiveness software market growth are the rising initiatives to increase the adoption of industrial automation solutions and the growing need for enhancing efficiency and ensuring optimal use of resources.

"Services segment to hold highest growth rate from 2023-2028"

Services in OEE software encompass a range of additional features and support provided by software providers to enhance the user experience and maximize the benefits of the software for manufacturers. Software providers offer services such as training, maintenance, installation, software upgradation, and various other services. The demand for services is rising rapidly owing to the need for specialized expertise, customization, training, ongoing support, and optimization services.

"Cloud segment holds the largest share of overall equipment effectiveness software during the forecast period"

Cloud technology in overall equipment effectiveness software refers to utilizing cloud computing infrastructure and services to store, process, and manage data related to equipment effectiveness. It involves leveraging remote servers hosted on the internet to securely store data and provide access to OEE software applications and functionalities. Cloud deployment in OEE software offers manufacturers scalability, cost efficiency, ease of management, accessibility, data integration, and continuous innovation. It also provides organizations with a flexible and agile platform to optimize their equipment effectiveness and drive operational excellence. This, in turn, is expected to increase the adoption of cloud-based OEE software by manufacturers during the forecast period.

"Manufacturing Execution System (MES) segment holds the second-largest share of overall equipment effectiveness software market in 2022"

Manufacturing execution systems (MES) provide comprehensive capabilities for managing and controlling manufacturing operations, including production scheduling, resource allocation, quality management, and real-time data collection. As a result, they are well-positioned to integrate OEE functionality seamlessly within their broader suite of manufacturing execution capabilities. This integration allows businesses to have a holistic view of their production processes, enabling them to monitor equipment effectiveness, identify bottlenecks, and optimize overall operational efficiency. The established presence of MES systems in manufacturing environments, coupled with their ability to incorporate OEE functionalities, has led to their dominant position in the OEE software market.

"Power industry to hold second-largest growth rate of the market during the forecast period"

The power industry relies heavily on complex and critical equipment, such as turbines, generators, and transformers, which require effective monitoring and optimization to ensure efficient and reliable operations. OEE software provides the necessary tools and analytics to track equipment performance, identify potential issues, and optimize overall efficiency. Besides, the power industry is undergoing significant digital transformation, focusing on smart grids, renewable energy integration, and advanced monitoring systems. OEE software plays a vital role in managing and optimizing these advanced technologies, further driving its adoption in the power industry. These factors combined contribute to the power industry's expected dominance in the OEE software market during the forecast period.

"North America dominated the overall equipment effectiveness software market in 2022"

North America held the largest share of the global overall equipment effectiveness software market in 2022. The region is at the forefront of technological advancements and adopting Industry 4.0 principles. Integrating advanced technologies such as the IoT, artificial intelligence, and data analytics in manufacturing processes creates opportunities for improving equipment effectiveness. OEE software leverages these technologies to collect real-time data, perform advanced analytics, and provide actionable insights for optimizing equipment performance. The growing focus on Industry 4.0 and digital transformation initiatives in North America drives the demand for OEE software as a critical enabler of these technologies.

The break-up of the profiles of primary participants for the report has been given below:

• By Company Type: Tier 1 = 52%, Tier 2 = 31%, and Tier 3 = 17%
• By Designation: C-Level Executives = 47%, Directors = 31%, and Others= 22%
• By Region: North America = 40%, Europe = 27%, Asia Pacific = 26%, and RoW = 08%

Major players operating in the overall equipment effectiveness software market include Siemens (Germany), Schneider Electric (France), ABB (Switzerland), Emerson Electric, Co. (US), and Rockwell Automation (US), among others.

Research Coverage:

The research report on the global overall equipment effectiveness software market covers the market based on overall equipment effectiveness software methods, offering, deployment mode, type, industry, and region. Based on overall equipment effectiveness software methods, the market has been segmented into availability calculation, performance calculation, quality calculation, real-time monitoring, root cause analysis, and predictive analytics. Based on the offering, the market has been segmented into software and services. The market has been segmented based on deployment mode into on-premises and cloud. Based on type, the market has been segmented into supervisory control and data acquisition (SCADA), manufacturing execution system (MES), cloud enterprise resource planning (ERP), predictive maintenance, and data historian. Based on industry, the market has been segmented into aerospace & defense, automotive, chemical, food & beverage, healthcare, metal & mining, oil & gas, power, electronics & semiconductor, and others. The report covers four major regions: North America, Europe, Asia Pacific (APAC), and Rest of the World (RoW).

Key Benefits of Buying the Report:

The report will help market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall equipment effectiveness software market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

• Analysis of key drivers (Rising usage of ERP software for performing a variety of functions across industries. Increase in the number of initiatives to drive the adoption of industrial automation solutions. The rising necessity for improving efficiency and ensuring optimum utilization of resources. Growing demand for cloud-based applications. Need for a connected supply chain and mass production to cater to the rising global population. Rising adoption of IoT and AI across manufacturing industries globally.), restraints (High initial capital investments and growing maintenance and upgradation costs. Concerns pertaining to data breach. Exponentially growing demand for a skilled workforce. Lack of customization options for SaaS ERP solutions), opportunities (Rising integration of MES with PLM and ERP solutions. Growing demand for connected technologies and rising internet penetration. Rapid developments in wireless sensor networks.), and challenges (Growing concerns regarding integration issues of certain OEE software with legacy systems. Growing complexities in deploying OEE software across various industries. Frequent upgradation and maintenance. Growing number of automated cyberattacks) influencing the growth of the overall equipment effectiveness software market
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product launches in the overall equipment effectiveness software market
• Market Development: Comprehensive information about lucrative markets - the report analyses the overall equipment effectiveness software market across varied regions
• Market Diversification: Exhaustive information about new products, untapped geographies, recent developments, and investments in the overall equipment effectiveness software market
• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like Siemens (Germany), Schneider Electric (France), ABB (Switzerland), Emerson Electric, Co. (US), and Rockwell Automation (US), among others in the overall equipment effectiveness software market

TABLE OF CONTENTS

1 INTRODUCTION

• 1.1 STUDY OBJECTIVES
• 1.2 MARKET DEFINITION
  • 1.2.1 INCLUSIONS AND EXCLUSIONS
• 1.3 STUDY SCOPE
  • 1.3.1 MARKETS COVERED
  • FIGURE 1 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: SEGMENTATION
  • 1.3.2 GEOGRAPHIC SCOPE
  • 1.3.3 YEARS CONSIDERED
• 1.4 CURRENCY CONSIDERED
• 1.5 LIMITATIONS
• 1.6 STAKEHOLDERS

2 RESEARCH METHODOLOGY

• 2.1 RESEARCH DATA
  • FIGURE 2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: RESEARCH DESIGN
  • 2.1.1 SECONDARY AND PRIMARY RESEARCH
  • 2.1.2 SECONDARY DATA
    • 2.1.2.1 Major secondary sources
    • 2.1.2.2 Key data from secondary sources
  • 2.1.3 PRIMARY DATA
    • 2.1.3.1 Primary interviews with experts
    • 2.1.3.2 Key data from primary sources
    • 2.1.3.3 Key industry insights
    • 2.1.3.4 Breakdown of primaries
• 2.2 MARKET SIZE ESTIMATION
  • FIGURE 3 MARKET SIZE ESTIMATION METHODOLOGY: APPROACH 1 (SUPPLY SIDE): REVENUE GENERATED THROUGH SALES OF PRODUCTS/SOLUTIONS/SERVICES PERTAINING TO SCADA MARKET
  • 2.2.1 BOTTOM-UP APPROACH
    • 2.2.1.1 Approach to arrive at market size using bottom-up analysis
  • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
  • 2.2.2 TOP-DOWN APPROACH
    • 2.2.2.1 Approach to arrive at market size using top-down analysis
  • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
• 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
  • FIGURE 6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: DATA TRIANGULATION
• 2.4 RESEARCH ASSUMPTIONS
• 2.5 APPROACH TO UNDERSTAND IMPACT OF RECESSION ON OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET
• 2.6 RESEARCH LIMITATIONS AND RISK ASSESSMENT
  • TABLE 1 LIMITATIONS AND ASSOCIATED RISKS

3 EXECUTIVE SUMMARY

• FIGURE 7 SOFTWARE SEGMENT TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
• FIGURE 8 CLOUD SEGMENT TO REGISTER HIGHER CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD
• FIGURE 9 CLOUD ERP SEGMENT TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD
• FIGURE 10 HEALTHCARE SEGMENT TO REGISTER HIGHEST CAGR IN OVERALL EQUIPMENT EFFECTIVENESS MARKET DURING FORECAST PERIOD
• FIGURE 11 NORTH AMERICA TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023

4 PREMIUM INSIGHTS

• 4.1 ATTRACTIVE GROWTH OPPORTUNITIES FOR PLAYERS IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET
  • FIGURE 12 RISING DEMAND FOR REAL-TIME MONITORING AND ANALYSIS OF PRODUCTION PERFORMANCE TO DRIVE MARKET
• 4.2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING
  • FIGURE 13 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
• 4.3 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE
  • FIGURE 14 CLOUD SEGMENT TO REGISTER HIGHER CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD
• 4.4 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE
  • FIGURE 15 CLOUD ERP SEGMENT TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
• 4.5 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY
  • FIGURE 16 AEROSPACE & DEFENSE SEGMENT TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
• 4.6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION
  • FIGURE 17 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET DURING FORECAST PERIOD

5 MARKET OVERVIEW

• 5.1 INTRODUCTION
• 5.2 MARKET DYNAMICS
  • FIGURE 18 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: MARKET DYNAMICS
  • 5.2.1 DRIVERS
    • 5.2.1.1 Significant rise in demand for ERP software across several industries
    • 5.2.1.2 Government initiatives promoting use of industrial automation solutions
    • 5.2.1.3 Increased focus of manufacturing firms on improving efficiency, reducing wastage, and optimizing resource utilization
    • 5.2.1.4 High demand for cloud-based applications
    • 5.2.1.5 Urgent need for connected supply chains and mass production to meet requirements of growing population
    • 5.2.1.6 Elevated use of IoT and AI by manufacturing firms
  • FIGURE 19 OVERALL EQUIPMENT EFFECTIVENESS (OEE) SOFTWARE MARKET: IMPACT ANALYSIS OF DRIVERS
  • 5.2.2 RESTRAINTS
    • 5.2.2.1 High initial investment, coupled with high costs of maintenance and system upgrade
    • 5.2.2.2 Data security concerns
    • 5.2.2.3 Indispensable requirement for skilled workforce
    • 5.2.2.4 Limited customization options for SaaS ERP solutions
  • FIGURE 20 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF RESTRAINTS
  • 5.2.3 OPPORTUNITIES
    • 5.2.3.1 Integration of MES with PLM and ERP solutions
    • 5.2.3.2 Rising demand for connected technologies with growing penetration of internet
    • 5.2.3.3 Rapid developments in wireless sensor networks
  • FIGURE 21 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF OPPORTUNITIES
  • 5.2.4 CHALLENGES
    • 5.2.4.1 Issues pertaining to integration of certain OEE software with legacy systems
    • 5.2.4.2 Complexities associated with deployment of OEE software across various industries
    • 5.2.4.3 Need for regular upgrading and maintenance of AI-based IoT solutions
    • 5.2.4.4 Growing number of automated cyberattacks
  • FIGURE 22 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: IMPACT ANALYSIS OF CHALLENGES
• 5.3 VALUE CHAIN ANALYSIS
  • FIGURE 23 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: VALUE CHAIN ANALYSIS
• 5.4 ECOSYSTEM ANALYSIS
  • FIGURE 24 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: ECOSYSTEM ANALYSIS
  • TABLE 2 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: ECOSYSTEM ANALYSIS
• 5.5 PRICING ANALYSIS
  • 5.5.1 AVERAGE SELLING PRICE (ASP) ANALYSIS OF PRODUCTS OFFERED BY KEY PLAYERS
  • FIGURE 25 AVERAGE LICENSE SUBSCRIPTION FEE FOR MES OFFERED BY KEY PLAYERS, BY LICENSE/SUBSCRIPTION TYPE
  • TABLE 3 APPROXIMATE AVERAGE LICENSE SUBSCRIPTION FEE FOR MES, BY LICENSE/SUBSCRIPTION TYPE
    • 5.5.1.1 Average selling price (ASP) trend
  • TABLE 4 MANUFACTURING EXECUTION SYSTEM: AVERAGE PRICE ANALYSIS
• 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
  • FIGURE 26 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
• 5.7 TECHNOLOGY ANALYSIS
  • 5.7.1 CLOUD COMPUTING
  • 5.7.2 ARTIFICIAL INTELLIGENCE (AI)
  • 5.7.3 BLOCKCHAIN
  • 5.7.4 EDGE COMPUTING
  • 5.7.5 BIG DATA
• 5.8 PORTER'S FIVE FORCES ANALYSIS
  • FIGURE 27 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: PORTER'S FIVE FORCES ANALYSIS (2022)
  • 5.8.1 BARGAINING POWER OF SUPPLIERS
  • 5.8.2 BARGAINING POWER OF BUYERS
  • 5.8.3 THREAT OF NEW ENTRANTS
  • 5.8.4 THREAT OF SUBSTITUTES
  • 5.8.5 INTENSITY OF COMPETITIVE RIVALRY
• 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA
  • 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
  • FIGURE 28 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES
  • TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE INDUSTRIES
  • 5.9.2 BUYING CRITERIA
  • FIGURE 29 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES
  • TABLE 6 KEY BUYING CRITERIA FOR TOP THREE INDUSTRIES
• 5.10 CASE STUDIES
  • TABLE 7 SIRIO RETAIL OPERATIONS LTD. USED MICROSOFT'S FLEXIBLE ERP SOFTWARE TO STREAMLINE PROCESSES
  • TABLE 8 COOPER TIRE ADOPTED ROCKWELL AUTOMATION'S MES SOLUTION TO IMPROVE EFFICIENCY
  • TABLE 9 PROPHARMA DISTRIBUTION ADOPTED ACUMATICA'S CLOUD ERP TO ELIMINATE SYSTEM INTEGRATION CHALLENGES
  • TABLE 10 LEADING TELECOM OPERATOR DEPLOYED AVANSEUS' FULL-STACK PREDICTIVE MAINTENANCE SOLUTION TO BECOME 5G-READY
• 5.11 TRADE ANALYSIS
  • FIGURE 30 IMPORT DATA FOR HS CODE 903289, BY KEY COUNTRY, 2018-2022 (USD MILLION)
  • FIGURE 31 EXPORT DATA FOR HS CODE 903289, BY KEY COUNTRY, 2018-2022 (USD MILLION)
• 5.12 PATENT ANALYSIS
  • FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS DURING LAST 10 YEARS
  • FIGURE 33 NUMBER OF PATENTS GRANTED PER YEAR, 2013-2022
  • TABLE 11 TOP 20 PATENT OWNERS IN LAST 10 YEARS
  • TABLE 12 LIST OF MAJOR PATENTS
• 5.13 KEY CONFERENCES AND EVENTS, 2023-2024
  • TABLE 13 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: REGION-WISE CONFERENCES AND EVENTS
• 5.14 TARIFF AND REGULATORY LANDSCAPE
  • 5.14.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • TABLE 17 REST OF THE WORLD: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
  • 5.14.2 STANDARDS
  • TABLE 18 STANDARDS FOR OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET

6 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE METHODS

• 6.1 INTRODUCTION
  • FIGURE 34 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE METHODS
• 6.2 AVAILABILITY CALCULATION
  • 6.2.1 USED TO DETERMINE EQUIPMENT AVAILABILITY FOR PRODUCTION
• 6.3 PERFORMANCE CALCULATION
  • 6.3.1 USED TO ASSESS OPERATING EFFICIENCY AND SPEED OF EQUIPMENT
• 6.4 QUALITY CALCULATION
  • 6.4.1 HELPS EVALUATE EQUIPMENT'S ABILITY TO PRODUCE HIGH-QUALITY PRODUCTS
• 6.5 REAL-TIME MONITORING
  • 6.5.1 INVOLVES IMMEDIATE AND CONSTANT TRACKING OF EQUIPMENT PERFORMANCE AND STATUS
• 6.6 ROOT CAUSE ANALYSIS
  • 6.6.1 IDENTIFIES FACTORS RESPONSIBLE FOR EQUIPMENT FAILURE
• 6.7 PREDICTIVE ANALYTICS
  • 6.7.1 USED TO FORECAST FUTURE EQUIPMENT PERFORMANCE

7 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING

• 7.1 INTRODUCTION
  • FIGURE 35 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING
  • FIGURE 36 SOFTWARE SEGMENT TO ACCOUNT FOR LARGER SIZE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
  • TABLE 19 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING, 2019-2022 (USD MILLION)
  • TABLE 20 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY OFFERING, 2023-2028 (USD MILLION)
• 7.2 SOFTWARE
  • 7.2.1 RISING ADOPTION OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE TO ENHANCE EQUIPMENT PERFORMANCE TO BOOST MARKET
• 7.3 SERVICES
  • 7.3.1 INCREASING NEED FOR INSTALLATION, TRAINING, MAINTENANCE, AND UPGRADE SERVICES TO DRIVE MARKET

8 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE

• 8.1 INTRODUCTION
  • FIGURE 37 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE
  • FIGURE 38 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
  • TABLE 21 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2019-2022 (USD MILLION)
  • TABLE 22 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY DEPLOYMENT MODE, 2023-2028 (USD MILLION)
• 8.2 ON-PREMISES
  • 8.2.1 INCLINATION OF MANUFACTURERS TOWARD ON-PREMISES DEPLOYMENT OWING TO SAFETY AND SECURITY BENEFITS
• 8.3 CLOUD
  • 8.3.1 INCREASING DEMAND FOR CLOUD-BASED SOLUTIONS DUE TO THEIR HIGH SCALABILITY

9 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE

• 9.1 INTRODUCTION
  • FIGURE 39 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE
  • FIGURE 40 PREDICTIVE MAINTENANCE SEGMENT TO LEAD MARKET DURING FORECAST PERIOD
  • TABLE 23 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 24 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 9.2 SUPERVISORY CONTROL AND DATA ACQUISITION (SCADA)
  • 9.2.1 USE OF SCADA OEE SOFTWARE TO IMPROVE PRODUCTION EFFICIENCY AND SCALABILITY
  • TABLE 25 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COMPONENT, 2019-2022 (USD MILLION)
  • TABLE 26 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COMPONENT, 2023-2028 (USD MILLION)
  • TABLE 27 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019-2022 (USD MILLION)
  • TABLE 28 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023-2028 (USD MILLION)
  • TABLE 29 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 30 SCADA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • TABLE 31 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 32 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 33 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 34 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 35 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 36 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 37 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 38 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR SCADA, BY REGION, 2023-2028 (USD MILLION)
• 9.3 MANUFACTURING EXECUTION SYSTEM (MES)
  • 9.3.1 RISING DEMAND FOR MES TO EFFECTIVELY INTEGRATE CRITICAL DATA FROM MULTIPLE SYSTEMS AND PROCESSES
  • TABLE 39 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019-2022 (USD MILLION)
  • TABLE 40 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023-2028 (USD MILLION)
  • TABLE 41 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 42 MES: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • TABLE 43 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 44 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 45 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 46 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 47 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 48 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 49 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 50 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR MES, BY REGION, 2023-2028 (USD MILLION)
• 9.4 CLOUD ENTERPRISE RESOURCE PLANNING (ERP)
  • 9.4.1 SURGING ADOPTION OF CLOUD ERP FOR EFFECTIVE REPORTING AND VISUALIZATION OF OEE DATA
  • TABLE 51 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019-2022 (USD MILLION)
  • TABLE 52 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
  • TABLE 53 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019-2022 (USD MILLION)
  • TABLE 54 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
  • TABLE 55 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019-2022 (USD MILLION)
  • TABLE 56 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023-2028 (USD MILLION)
  • TABLE 57 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 58 CLOUD ERP: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • TABLE 59 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 60 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 61 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 62 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 63 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 64 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 65 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 66 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR CLOUD ERP, BY REGION, 2023-2028 (USD MILLION)
• 9.5 PREDICTIVE MAINTENANCE
  • 9.5.1 HEIGHTENED ADOPTION OF PREDICTIVE MAINTENANCE DUE TO SHIFT TOWARD PROACTIVE AND DATA-DRIVEN APPROACH
  • TABLE 67 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SOLUTION, 2019-2022 (USD MILLION)
  • TABLE 68 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SOLUTION, 2023-2028 (USD MILLION)
  • TABLE 69 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019-2022 (USD MILLION)
  • TABLE 70 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
  • TABLE 71 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019-2022 (USD MILLION)
  • TABLE 72 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
  • TABLE 73 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019-2022 (USD MILLION)
  • TABLE 74 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023-2028 (USD MILLION)
  • TABLE 75 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 76 PREDICTIVE MAINTENANCE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • TABLE 77 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 78 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 79 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 80 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 81 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 82 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 83 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 84 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR PREDICTIVE MAINTENANCE, BY REGION, 2023-2028 (USD MILLION)
• 9.6 DATA HISTORIAN
  • 9.6.1 INCREASING DEMAND FOR DATA HISTORIAN TO IDENTIFY AND TACKLE DOWNTIME PATTERNS BASED ON HISTORICAL DATA
  • TABLE 85 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2019-2022 (USD MILLION)
  • TABLE 86 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY SERVICE, 2023-2028 (USD MILLION)
  • TABLE 87 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2019-2022 (USD MILLION)
  • TABLE 88 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY PROFESSIONAL SERVICE, 2023-2028 (USD MILLION)
  • TABLE 89 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY APPLICATION, 2019-2022 (USD MILLION)
  • TABLE 90 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY APPLICATION, 2023-2028 (USD MILLION)
  • TABLE 91 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019-2022 (USD MILLION)
  • TABLE 92 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023-2028 (USD MILLION)
  • TABLE 93 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 94 DATA HISTORIAN: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • TABLE 95 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 96 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 97 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 98 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 99 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 100 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 101 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 102 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET FOR DATA HISTORIAN, BY REGION, 2023-2028 (USD MILLION)

10 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY

• 10.1 INTRODUCTION
  • FIGURE 41 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY
  • FIGURE 42 AEROSPACE & DEFENSE SEGMENT TO CAPTURE LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN 2023
  • TABLE 103 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2019-2022 (USD MILLION)
  • TABLE 104 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY INDUSTRY, 2023-2028 (USD MILLION)
• 10.2 AEROSPACE & DEFENSE
  • 10.2.1 INCREASING IMPLEMENTATION OF OEE SOFTWARE TO OPTIMIZE PRODUCTION PROCESSES
  • TABLE 105 AEROSPACE & DEFENSE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 106 AEROSPACE & DEFENSE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.3 AUTOMOTIVE
  • 10.3.1 INCREASING ADOPTION OF OEE SOFTWARE TO REDUCE UNPLANNED DOWNTIME AND OPTIMIZE PRODUCTION SCHEDULES
  • TABLE 107 AUTOMOTIVE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 108 AUTOMOTIVE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.4 CHEMICAL
  • 10.4.1 GROWING DEMAND FOR OEE SOFTWARE TO MEET REGULATORY REQUIREMENTS
  • TABLE 109 CHEMICAL: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 110 CHEMICAL: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.5 FOOD & BEVERAGE
  • 10.5.1 INCREASING NEED TO MONITOR PERFORMANCE OF FOOD & BEVERAGE PRODUCTION EQUIPMENT TO GENERATE DEMAND FOR OEE SOFTWARE
  • TABLE 111 FOOD & BEVERAGE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 112 FOOD & BEVERAGE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.6 HEALTHCARE
  • 10.6.1 INCREASING IMPLEMENTATION OF OEE SOFTWARE TO TRACK AND ANALYZE UTILIZATION OF MEDICAL EQUIPMENT
  • TABLE 113 HEALTHCARE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 114 HEALTHCARE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.7 METAL & MINING
  • 10.7.1 RISING ADOPTION OF OEE SOFTWARE FOR MAINTENANCE AND ASSET MANAGEMENT IN MINING
  • TABLE 115 METAL & MINING: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 116 METAL & MINING: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.8 OIL & GAS
  • 10.8.1 NEED TO IDENTIFY ENERGY-INTENSIVE PROCESSES AND GAIN INSIGHTS TO OPTIMIZE ENERGY IN OIL & GAS OPERATIONS TO INCREASE DEMAND FOR OEE SOFTWARE
  • TABLE 117 OIL & GAS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 118 OIL & GAS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.9 POWER
  • 10.9.1 NEED TO MAKE INFORMED DECISIONS AND IMPROVE ENERGY EFFICIENCY TO FUEL ADOPTION OF OEE SOFTWARE
  • TABLE 119 POWER: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 120 POWER: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.10 ELECTRONICS & SEMICONDUCTOR
  • 10.10.1 INCREASING COMPLEXITY AND SCALE OF MANUFACTURING OPERATIONS TO RESULT IN ADOPTION OF OEE SOFTWARE
  • TABLE 121 ELECTRONICS & SEMICONDUCTOR: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 122 ELECTRONICS & SEMICONDUCTOR: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
• 10.11 OTHERS
  • TABLE 123 OTHERS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 124 OTHERS: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)

11 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION

• 11.1 INTRODUCTION
  • FIGURE 43 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION
  • FIGURE 44 GEOGRAPHIC SNAPSHOT FOR OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, 2023-2028
  • TABLE 125 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 126 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
• 11.2 NORTH AMERICA
  • 11.2.1 NORTH AMERICA: IMPACT OF RECESSION
  • FIGURE 45 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT
  • FIGURE 46 US TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN NORTH AMERICA DURING FORECAST PERIOD
  • TABLE 127 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 128 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 129 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 130 NORTH AMERICA: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
  • 11.2.2 US
    • 11.2.2.1 Dominated North American market in 2022
  • 11.2.3 CANADA
    • 11.2.3.1 Demand from automotive and food & beverage sectors to drive market
  • 11.2.4 MEXICO
    • 11.2.4.1 Growing demand from manufacturing industry to fuel market growth
• 11.3 EUROPE
  • 11.3.1 EUROPE: IMPACT OF RECESSION
  • FIGURE 47 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT
  • FIGURE 48 GERMANY TO ACCOUNT FOR LARGEST SHARE OF OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN EUROPE IN 2023
  • TABLE 131 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 132 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 133 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 134 EUROPE: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
  • 11.3.2 UK
    • 11.3.2.1 Rising focus on digital transformation to foster market growth
  • 11.3.3 GERMANY
    • 11.3.3.1 Increasing adoption of OEE software in automotive industry to augment market growth
  • 11.3.4 FRANCE
    • 11.3.4.1 Growing investments in industrial transformation to lead to market growth
  • 11.3.5 REST OF EUROPE
• 11.4 ASIA PACIFIC
  • 11.4.1 ASIA PACIFIC: IMPACT OF RECESSION
  • FIGURE 49 APAC PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET SNAPSHOT
  • FIGURE 50 INDIA TO BE FASTEST-GROWING OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN ASIA PACIFIC DURING FORECAST PERIOD
  • TABLE 135 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2019-2022 (USD MILLION)
  • TABLE 136 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY COUNTRY, 2023-2028 (USD MILLION)
  • TABLE 137 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 138 ASIA PACIFIC: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
  • 11.4.2 CHINA
    • 11.4.2.1 Increasing focus on enhancing digital transformation and manufacturing efficiency to augment market growth
  • 11.4.3 JAPAN
    • 11.4.3.1 Rising emphasis on smart manufacturing to generate demand for OEE software
  • 11.4.4 INDIA
    • 11.4.4.1 Increasing government initiatives to boost manufacturing to propel market growth
  • 11.4.5 REST OF ASIA PACIFIC
• 11.5 REST OF THE WORLD (ROW)
  • 11.5.1 REST OF THE WORLD: IMPACT OF RECESSION
  • FIGURE 51 MIDDLE EAST & AFRICA TO DOMINATE OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET IN REST OF THE WORLD IN 2023
  • TABLE 139 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2019-2022 (USD MILLION)
  • TABLE 140 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY REGION, 2023-2028 (USD MILLION)
  • TABLE 141 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2019-2022 (USD MILLION)
  • TABLE 142 REST OF THE WORLD: OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, BY TYPE, 2023-2028 (USD MILLION)
  • 11.5.2 MIDDLE EAST & AFRICA
    • 11.5.2.1 Growing adoption of OEE software in oil & gas industry to support market growth
  • 11.5.3 SOUTH AMERICA
    • 11.5.3.1 Increasing adoption of OEE software by various industries to encourage market growth

12 COMPETITIVE LANDSCAPE

• 12.1 INTRODUCTION
  • TABLE 143 KEY DEVELOPMENTS IN OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET, 2021-2023
• 12.2 REVENUE ANALYSIS OF TOP COMPANIES
  • FIGURE 52 SCADA MARKET: REVENUE ANALYSIS (2022)
• 12.3 MARKET SHARE ANALYSIS OF TOP PLAYERS, 2022
  • FIGURE 53 SHARE OF MAJOR PLAYERS IN SCADA MARKET, 2022
  • TABLE 144 SCADA MARKET: DEGREE OF COMPETITION
• 12.4 COMPANY EVALUATION QUADRANT, 2021
  • 12.4.1 STARS
  • 12.4.2 EMERGING LEADERS
  • 12.4.3 PERVASIVE PLAYERS
  • 12.4.4 PARTICIPANTS
  • FIGURE 54 SCADA MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021
• 12.5 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION QUADRANT, 2021
  • 12.5.1 PROGRESSIVE COMPANIES
  • 12.5.2 RESPONSIVE COMPANIES
  • 12.5.3 DYNAMIC COMPANIES
  • 12.5.4 STARTING BLOCKS
  • FIGURE 55 SCADA MARKET: SMES EVALUATION QUADRANT, 2021
• 12.6 SCADA MARKET: COMPANY FOOTPRINT
  • TABLE 145 COMPANY FOOTPRINT
  • TABLE 146 COMPANY END-USER FOOTPRINT
  • TABLE 147 COMPANY OFFERING FOOTPRINT
  • TABLE 148 COMPANY REGION FOOTPRINT
• 12.7 COMPETITIVE BENCHMARKING
  • TABLE 149 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: LIST OF KEY STARTUPS/SMES
  • TABLE 150 COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES

• 12.8 COMPETITIVE SCENARIOS AND TRENDS
  • 12.8.1 PRODUCT LAUNCHES AND DEVELOPMENTS
  • TABLE 151 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: PRODUCT LAUNCHES AND DEVELOPMENTS, MARCH 2021-OCTOBER 2022
  • 12.8.2 DEALS
  • TABLE 152 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: DEALS, JANUARY 2021-JANUARY 2023
  • 12.8.3 OTHERS
  • TABLE 153 OVERALL EQUIPMENT EFFECTIVENESS SOFTWARE MARKET: OTHERS, JUNE 2022

13 COMPANY PROFILES

• 13.1 KEY PLAYERS
• (Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)**
• 13.1.1 ABB
• TABLE 154 ABB: COMPANY OVERVIEW
• FIGURE 56 ABB: COMPANY SNAPSHOT
• TABLE 155 ABB: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 156 ABB: DEALS
• 13.1.2 SIEMENS
• TABLE 157 SIEMENS: COMPANY OVERVIEW
• FIGURE 57 SIEMENS: COMPANY SNAPSHOT
• TABLE 158 SIEMENS: PRODUCT/SOLUTIONS/SERVICES OFFERED
• TABLE 159 SIEMENS: PRODUCT LAUNCHES AND DEVELOPMENTS
• TABLE 160 SIEMENS: DEALS
• 13.1.3 SCHNEIDER ELECTRIC
• TABLE 161 SCHNEIDER ELECTRIC: COMPANY OVERVIEW
• FIGURE 58 SCHNEIDER ELECTRIC: COMPANY SNAPSHOT
• TABLE 162 SCHNEIDER ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 163 SCHNEIDER ELECTRIC: PRODUCT LAUNCHES AND DEVELOPMENTS
• TABLE 164 SCHNEIDER ELECTRIC: DEALS
• 13.1.4 GENERAL ELECTRIC
• TABLE 165 GENERAL ELECTRIC: COMPANY OVERVIEW
• FIGURE 59 GENERAL ELECTRIC: COMPANY SNAPSHOT
• TABLE 166 GENERAL ELECTRIC: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 167 GENERAL ELECTRIC: PRODUCT LAUNCHES AND DEVELOPMENTS
• 13.1.5 HONEYWELL INTERNATIONAL, INC.
• TABLE 168 HONEYWELL INTERNATIONAL, INC.: COMPANY OVERVIEW
• FIGURE 60 HONEYWELL INTERNATIONAL, INC.: COMPANY SNAPSHOT
• TABLE 169 HONEYWELL INTERNATIONAL, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 170 HONEYWELL INTERNATIONAL, INC.: DEALS
• 13.1.6 ROCKWELL AUTOMATION
• TABLE 171 ROCKWELL AUTOMATION: COMPANY OVERVIEW
• FIGURE 61 ROCKWELL AUTOMATION: COMPANY SNAPSHOT
• TABLE 172 ROCKWELL AUTOMATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 173 ROCKWELL AUTOMATION: PRODUCT LAUNCHES AND DEVELOPMENTS
• TABLE 174 ROCKWELL AUTOMATION: DEALS
• TABLE 175 ROCKWELL AUTOMATION: OTHERS
• 13.1.7 SAP
• TABLE 176 SAP: COMPANY OVERVIEW
• FIGURE 62 SAP: COMPANY SNAPSHOT
• TABLE 177 SAP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 178 SAP: PRODUCT LAUNCHES AND DEVELOPMENTS
• 13.1.8 MICROSOFT
• TABLE 179 MICROSOFT: COMPANY OVERVIEW
• FIGURE 63 MICROSOFT: COMPANY SNAPSHOT
• TABLE 180 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 181 MICROSOFT: PRODUCT LAUNCHES AND DEVELOPMENTS
• 13.1.9 EMERSON ELECTRIC, CO.
• TABLE 182 EMERSON ELECTRIC, CO.: COMPANY OVERVIEW
• FIGURE 64 EMERSON ELECTRIC, CO.: COMPANY SNAPSHOT
• TABLE 183 EMERSON ELECTRIC, CO.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• TABLE 184 EMERSON ELECTRIC, CO.: PRODUCT LAUNCHES AND DEVELOPMENTS
• TABLE 185 EMERSON ELECTRIC, CO.: DEALS
• 13.1.10 ORACLE
• TABLE 186 ORACLE: COMPANY OVERVIEW
• FIGURE 65 ORACLE: COMPANY SNAPSHOT
• TABLE 187 ORACLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
• 13.2 OTHER PLAYERS
  • 13.2.1 CAPULA LTD.
  • TABLE 188 CAPULA LTD.: COMPANY OVERVIEW
  • 13.2.2 ING. PUNZENBERGER COPA-DATA GMBH
  • TABLE 189 ING. PUNZENBERGER COPA-DATA GMBH: COMPANY OVERVIEW
  • 13.2.3 DATA FLOW SYSTEMS, INC.
  • TABLE 190 DATA FLOW SYSTEMS, INC.: COMPANY OVERVIEW
  • 13.2.4 DETECHTION TECHNOLOGIES
  • TABLE 191 DETECHTION TECHNOLOGIES: COMPANY OVERVIEW
  • 13.2.5 ELYNX TECHNOLOGIES, LLC
  • TABLE 192 ELYNX TECHNOLOGIES, LLC: COMPANY OVERVIEW
  • 13.2.6 42Q
  • TABLE 193 42Q: COMPANY OVERVIEW
  • 13.2.7 AEGIS SOFTWARE
  • TABLE 194 AEGIS SOFTWARE: COMPANY OVERVIEW
  • 13.2.8 CRITICAL MANUFACTURING
  • TABLE 195 CRITICAL MANUFACTURING: COMPANY OVERVIEW
  • 13.2.9 EPICOR SOFTWARE CORPORATION
  • TABLE 196 EPICOR SOFTWARE CORPORATION: COMPANY OVERVIEW
  • 13.2.10 EYELIT
  • TABLE 197 EYELIT: COMPANY OVERVIEW
  • 13.2.11 TALLY SOLUTIONS PRIVATE LIMITED
  • TABLE 198 TALLY SOLUTIONS PRIVATE LIMITED: COMPANY OVERVIEW
  • 13.2.12 MIE SOLUTIONS
  • TABLE 199 MIE SOLUTIONS: COMPANY OVERVIEW
  • 13.2.13 ACUMATICA, INC.
  • TABLE 200 ACUMATICA, INC.: COMPANY OVERVIEW
  • 13.2.14 GENIUS SOLUTIONS
  • TABLE 201 GENIUS SOLUTIONS: COMPANY OVERVIEW
  • 13.2.15 BRIGHTPEARL
  • TABLE 202 BRIGHTPEARL: COMPANY OVERVIEW
• *Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.

14 APPENDIX

• 14.1 INSIGHTS FROM INDUSTRY EXPERTS
• 14.2 DISCUSSION GUIDE
• 14.3 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
• 14.4 CUSTOMIZATION OPTIONS
• 14.5 RELATED REPORTS
• 14.6 AUTHOR DETAILS

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