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Cloud-based Solutions Serve as Efficient and Cost-effective Option for Retailers

The retail industry is rapidly transforming from using manual checkout processes to digitized POS-based operations. POS technology has largely contributed toward the growth of the retail industry, as business owners can efficiently manage growing sales across multiple store locations. Stakeholders in the retail analytics market are increasing their focus on cloud-based POS systems. This is because cloud-based deployment models are anticipated to record the highest revenue in the retail analytics market, with a value of ~US$ 16 billion by 2027. Hence, vendors are developing novel POS systems by adopting the cloud-as-a-service approach. They are innovating powerful networked solutions that can provide on-demand services and data analytics to help retailers gain a competitive advantage over other players in the landscape.

Also, small players can invest in enterprise-grade solutions at economical costs. Incremental opportunities in the retail analytics market are increasing, since cloud-based solutions have helped in the drastic reduction of upfront installation costs. Increasing usage of tablet and smartphone has further catalyzed the growing adoption of cloud-based POS technology.

retail analytics market infographic

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Predictive Analytics Helps Retailers Accurately Track Customer Habits and Preferences

Big Data has helped retailers in accurately predicting customer preferences and behavioral patterns. The democratization of Artificial Intelligence has helped SMEs compete with prominent markets players, and has opened the doors for profitable opportunities. Vendors in the retail analytics market are adding value to retailers by offering software equipped with data-driven decision making solutions.

Nowadays, retailers are increasingly relying on point-of-sale transaction-level data, social media metrics, and competitive intelligence to fulfill the needs of consumers. These strategies come under the umbrella concept of predictive analysis. Thus, transactional and interactional data plays a crucial role in predictive analysis to anticipate the future needs of customers.

Since the retail industry is intensely competitive, one of the biggest challenges that retailers come across is customer retention. Hence, vendors in the retail analytics market are deploying the capabilities of predictive analytics with customer data to offer a personalized shopping experience for customers. This has led to the concept of remarketing, where major players such as Amazon — a leading American multinational e-Commerce company, suggest 'recommendations' based on the previously purchased items of customers.

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Small Players Invest in Retail IoT Solutions to Compete with Leading Retailers

IoT is aggressively penetrating into the retail analytics landscape. Although retailers have benefitted from Internet of Things in enhancing customer experience, they might come across certain challenges with the onset of new transformations.

In the past couple of years, it has been found that, the retail industry in the U.S. and Europe has experienced increased number of store closures. This is because most small- and medium-scale retailers lack the infrastructure and network components that retail IoT applications require. This problem is of grave concern, since it is difficult for SMEs to compete with leading players who have capabilities in huge capital investments, and have the resources to accommodate the digitization of retail stores.

To overcome these challenges, stakeholders in the retail analytics market are offering IoT solutions by moderating the bundle of features in a system. This will encourage SMEs to invest in installments, while small players can gradually devote their capital to upgraded versions of retail IoT applications as and when they earn steady profits.

retail analytics market segmentation

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Analysts’ Viewpoint

The retail analytics market is projected to flourish at a striking CAGR of ~19% over the forecast period. However, the retail analytics market is moderately consolidated, which poses a challenge to emerging players in gaining strong ground in the market. Hence, emerging market players should invest in the developing countries of Asia Pacific, since the region is estimated to grow from a market share of ~18% in 2019 to 25% by 2027, in the retail analytics market. For instance, the Indian retail industry is experiencing a sea of change in technological advancements, with the introduction of virtual shopping assistants, in-store stylist robots, and AI-powered recommendation engines.

Retail Analytics Market in Brief

  • The retail analytics market is projected to expand at a CAGR of ~19% between 2019 and 2027. The increasing adoption of digitalization is helping retail analytics collect large data from personal devices, and gain more insights about customer behavior, purchasing decisions, and buying preferences. Moreover, the increasing demand for better customer experiences is prompting retailers to adopt retail analytics.
  • The global retail analytics market is projected to reach ~US$ 6 Bn by the end of 2019, and further increase to ~US$ 24 Bn by 2027. Increasing competition in the retail industry and rising integration of advanced technologies such as artificial intelligence, Internet of Things, and big data are projected to boost the retail analytics market in the near future.
  • Asia Pacific remains a prominent retail analytics market, globally, and is an estimated offer an incremental opportunity of ~US$ 5 Bn from 2019 to 2027. Increasing population, rising purchasing power of customers, and demand for better customer experience across Asia Pacific are expected to drive the retail analytics market exponentially in the region during the forecast period.
  • The retail analytics market in Asia Pacific is projected to expand considerably during the forecast period, due to increasing competition and number of retails stores, and relaxation in government policies.

Retail Analytics Market Definition

  • The retail analytics market report provides analysis of the global retail analytics market for the period 2017–2027, wherein, 2018 is the base year and 2019 to 2027 is the forecast period. Data for 2017 has been included as historical information.
  • In the retail analytics market report, we analyze the drivers that are increasing the adoption of digitalization, and how organizations are using advanced technologies to remain ahead of their competitors and provide enhanced customer experience services. Moreover, companies are heavily investing in retail analytics due to the increasing need for better customer experience, low operational cost, and high operational efficiency.
  • Retail analytics help enterprises around the globe become more aware about the usage of data with the help of various advanced technologies. These solutions intelligently analyze the data and provide insights about the quantity, price, and sales of products, to target the right customers. Moreover, they also identify trends and developments, and provide intelligent recommendations for the future.

Asia Pacific Retail Analytics Market – Snapshot

  • Asia Pacific is witnessing an increasing demand for advanced technologies and services, which is a key factor driving the retail analytics market in the region.
  • Moreover, a large untapped market, low adoption of retail analytics, and relaxation in foreign direct investment in the region are likely to offer significant opportunities to retail analytics market.
  • Additionally, widespread adoption of digitalization and increasing competition are compelling enterprises to adopt retail analytics. This is expected to boost the retail analytics market in Asia Pacific.

Key Drivers of Retail Analytics Market

  • Increasing adoption of digitalization – Increasing use of personal devices such as smartphones, tablets, and laptops for shopping is helping retail analytics software to collect data from such devices and acquire more insights about customer behavior, purchasing decisions, and buying preferences. The analysis of such data with the help of retail analytics enables organizations in making better business decisions. Moreover, it also lowers their operational cost and boosts revenues. This eventually leads to the growth of the global retail analytics market.
  • Increasing demand for better customer experience – In today’s omni-channel world, customers are not just concerned about products and prices, but are attracted toward the customer experience services offered by retailers. Therefore, retailers need to be aware about the needs of customers in order to provide enhanced customer experience services. Retailers can now analyze data related to customers and predict customer needs with the help of retail analytics. It also helps target the right customer and retain loyal customers. Additionally, it can analyze the buying pattern of customers and attract new customers through lucrative offers, leading to increasing demand in the global retail analytics market space.

Key Challenges Faced by Retail Analytics Market Players

  • Retail stores require highly skilled employees to cater to the rising demand for retail analytics. However, employees are unaware about advanced technologies and require to be properly trained. Thus, retail stores are unable to utilize the capabilities of retail analytics, and fail to attract new customers. Retail analytics is expected to provide assortment intelligence, pricing intelligence, promotional insights, and inventory management in the near future, which would prompt employees to learn these new technologies and deal with skill shortage.
  • Retail stores collect and store large amounts of customer data through advanced technologies such as big data and artificial intelligence, owing to increasing digitization. This data is either stored in the cloud or on servers of companies that are prone to hacking. Additionally, the initial deployment cost of retail analytics is considerably high for small and medium retail store vendors. This is expected to hamper the retail analytics market in the near future.

Retail Analytics Market - Company Profiles

  • Microsoft Corporation: Founded in 1975, Microsoft Corporation is a major player in the field of technology. It engages in the development, manufacture, and selling of various technology products, worldwide. The company operates through three business segments: business processes, intelligent cloud, and personal computing.
  • Oracle Corporation: Founded in 1997, Oracle Corporation provides applications, platforms, and IT infrastructure products and services, which comprises database products, middleware software, operating systems, and cloud software applications. It also provides its cloud and license support services to government agencies and educational institutions.
  • SAP SE: Founded in 1972, SAP SE is a leading company that offers enterprise solutions for software and software-related services. The company offers solutions for public services, industry sectors, financial services, energy, and natural resources. These solutions address various lines of businesses, including commerce, manufacturing, marketing, research & development/engineering, sourcing & procurement, and supply chain.
  • Adobe Systems: Founded in 1982, Adobe Systems Incorporated is a software company that is focused on the creation of creativity and multimedia software products, along with rich Internet application software. The company’s popular products include Acrobat Reader; Adobe Creative Suite; Photoshop, an image editing software; Dreamweaver CC, a website and mobile app design tool; and the recently released Adobe FrameMaker.
  • Hewlett Packard Enterprise Development LP: Founded in 1939, Hewlett Packard Enterprise Development LP is a technology-driven company that offers hybrid storage solutions, and data center networking products such as top-of-rack switches, core switches, and open networking switches. It also offers networking and security solutions.
  • Major players operating in the global retail analytics market and profiled in the report include
    • IBM Corporation
    • SAS Institute, Inc
    • RetailNext, Inc.
    • Manthan Software Services Pvt. Ltd
    • Fractal Analytics Inc.

Retail Analytics Market – Scope of the Report

[202 Pages Report] Transparency Market Research’s recent report on the retail analytics market, with the help of a comprehensive outlook, provides readers with an assessment of the global market landscape. This study on the retail analytics market analyzes the scenario for the period of 2019 to 2027, wherein, 2018 is the base year and 2017 and earlier is historical data. This report enables readers to make important decisions with regard to their business, with the help of a wealth of information enclosed in the study.

This TMR study on the retail analytics market provides data on the developments undertaken by important players and stakeholders in the market, along with a competitive analysis. The report also provides an understanding of the strengths, weaknesses, threats, and opportunities, along with the trends and restraints in the landscape. Presented in a clear sanctioned manner, this report on the retail analytics market gives readers an individual understanding of the market.

Key Questions Answered in this Report on the Retail Analytics Market

  • How much revenue will the retail analytics market generate by the end of the forecast period?
  • Which type of component is likely to have the maximum market share by 2027?
  • Which type of application segment will likely to have the maximum market share by 2027?
  • Which regions currently contribute the maximum share to the overall retail analytics market?
  • What are the indicators expected to drive the retail analytics market?
  • Which region is likely to be a lucrative market during the forecast period?
  • What are the essential strategies incorporated by key players in the retail analytics market to expand their geographical presence?
  • What are the major advancements witnessed in the retail analytics market?

This report answers these questions and more about the retail analytics market, aiding major stakeholders and key players in making the right decisions and strategizing for the advancement of their business.

Retail Analytics Market: Research Methodology

This TMR report on the retail analytics market is based on a complete and comprehensive evaluation of the market, backed by secondary and primary sources. The competitive scenario of the retail analytics market is supported by an assessment of the different factors that influence the market on a minute and granular level. By thoroughly analyzing the historical data and current trends, researchers of the retail analytics market arrive at predictions and estimations, and calculate the forecasts for the market.

This report uses an analytical triangulation method to estimate the numbers and figures of the retail analytics market, with both, a bottom-up and top-down approach.

This detailed assessment of the retail analytics market, along with an overview of the landscape, is provided based on a careful examination of the avenues related to this industry. Analysts’ conclusions on how the retail analytics market is set to grow are based on carefully-vetted primary and secondary sources.

This study by TMR is all-encompassing framework of the dynamics of the market. It mainly comprises critical assessment of consumers' or customers' journeys, current and emerging avenues, and strategic framework to enable CXOs take effective decisions.

Our key underpinning is the 4-Quadrant Framework EIRS that offers detailed visualization of four elements:

  • Customer Experience Maps
  • Insights and Tools based on data-driven research
  • Actionable Results to meet all the business priorities
  • Strategic Frameworks to boost the growth journey

The study strives to evaluate the current and future growth prospects, untapped avenues, factors shaping their revenue potential, and demand and consumption patterns in the global market by breaking it into region-wise assessment.

The following regional segments are covered comprehensively:

  • North America
  • Asia Pacific
  • Europe
  • Latin America
  • The Middle East and Africa

The EIRS quadrant framework in the report sums up our wide spectrum of data-driven research and advisory for CXOs to help them make better decisions for their businesses and stay as leaders.

Below is a snapshot of these quadrants.

1. Customer Experience Map

The study offers an in-depth assessment of various customers’ journeys pertinent to the market and its segments. It offers various customer impressions about the products and service use. The analysis takes a closer look at their pain points and fears across various customer touchpoints. The consultation and business intelligence solutions will help interested stakeholders, including CXOs, define customer experience maps tailored to their needs. This will help them aim at boosting customer engagement with their brands.

2. Insights and Tools

The various insights in the study are based on elaborate cycles of primary and secondary research the analysts engage with during the course of research. The analysts and expert advisors at TMR adopt industry-wide, quantitative customer insights tools and market projection methodologies to arrive at results, which makes them reliable. The study not just offers estimations and projections, but also an uncluttered evaluation of these figures on the market dynamics. These insights merge data-driven research framework with qualitative consultations for business owners, CXOs, policy makers, and investors. The insights will also help their customers overcome their fears.

3. Actionable Results

The findings presented in this study by TMR are an indispensable guide for meeting all business priorities, including mission-critical ones. The results when implemented have shown tangible benefits to business stakeholders and industry entities to boost their performance. The results are tailored to fit the individual strategic framework. The study also illustrates some of the recent case studies on solving various problems by companies they faced in their consolidation journey.

4. Strategic Frameworks

The study equips businesses and anyone interested in the market to frame broad strategic frameworks. This has become more important than ever, given the current uncertainty due to COVID-19. The study deliberates on consultations to overcome various such past disruptions and foresees new ones to boost the preparedness. The frameworks help businesses plan their strategic alignments for recovery from such disruptive trends. Further, analysts at TMR helps you break down the complex scenario and bring resiliency in uncertain times.

The report sheds light on various aspects and answers pertinent questions on the market. Some of the important ones are:

1. What can be the best investment choices for venturing into new product and service lines?

2. What value propositions should businesses aim at while making new research and development funding?

3. Which regulations will be most helpful for stakeholders to boost their supply chain network?

4. Which regions might see the demand maturing in certain segments in near future?

5. What are the some of the best cost optimization strategies with vendors that some well-entrenched players have gained success with?

6. Which are the key perspectives that the C-suite are leveraging to move businesses to new growth trajectory?

7. Which government regulations might challenge the status of key regional markets?

8. How will the emerging political and economic scenario affect opportunities in key growth areas?

9. What are some of the value-grab opportunities in various segments?

10. What will be the barrier to entry for new players in the market?

Retail Analytics Market: Segmentation

This report on the retail analytics market provides information on the basis of component, deployment model, application, and region.

Component

  • Software
  • Services
    • Professional
      • Design & System Integration
      • Consultation
      • Training       
      • Support & Maintenance
    • Software as a Service (SaaS)

Deployment Model

  • On-premise Cloud-based

Application

  • Store Operation Analytics (Merchandise Analytics)
    • Sales & Marketing Analysis
    • Performance & Yield Analysis
    • Pricing Analysis
    • Inventory Analysis
    • Financial Analysis
    • Supply Chain Analysis
  • Customer Analytics
    • Order & Fulfilment Management    
    • Cluster Planning & Transportation Management
    • Buying Pattern Analysis (RFM)
    • CRM Analysis (Social Media, Feedback)

Region

  • North America
  • Europe
  • Asia Pacific
  • Middle East & Africa
  • South America

This study discusses the underlying trends and the impact of various factors that are driving the retail analytics market, along with their influence on the evolution of the market. This study also offers Porter’s Five Force Analysis, ecosystem analysis, PESTEL analysis, and market dynamics of the retail analytics market, in order to highlight the crucial growth tactics and opportunities for players in the market.

With a robust experience in creating exceptional market reports, Transparency Market Research has emerged as one of the trusted market research companies among a large number of stakeholders and CXOs. Every report at Transparency Market Research goes through rigorous research activity in every aspect. The researchers at TMR keep a close watch on the market and extract beneficial growth-boosting points. These points help the stakeholders to strategize their business plans accordingly.

TMR researchers conduct exhaustive qualitative and quantitative research. This research involves taking inputs from the experts in the market, focused attention on recent developments, and others. This method of research makes TMR stand out from other market research firms.

Here's how Transparency Market Research helps the stakeholders and CXOs through the reports:

Inculcation and Evaluation of Strategic Collaborations: The TMR researchers analyze recent strategic activities like mergers, acquisitions, partnerships, collaborations, and joint ventures. All the information is compiled and included in the report.

Perfect Market Size Estimations: The report analyzes the demographics, growth potential, and capability of the market through the forecast period. This factor leads to the estimation of the market size and also provides an outline about how the market will retrieve growth during the assessment period.

Investment Research: The report focuses on the ongoing and upcoming investment opportunities across a particular market. These developments make the stakeholders aware of the current investment scenario across the market.

Note: Although care has been taken to maintain the highest levels of accuracy in TMR’s reports, recent market/vendor-specific changes may take time to reflect in the analysis.

1. Preface

    1.1. Market Scope

    1.2. Market Segmentation

    1.3. Key Research Objectives

2. Assumptions and Research Methodology

    2.1. Market Taxonomy - Segment Definitions

    2.2. Research Methodology

        2.2.1. List of Primary and Secondary Sources

    2.3. Key Assumptions for Data Modelling

3. Executive Summary : Global Retail Analytics Market 

4. Market Overview

    4.1. Introduction

    4.2. Global Market – Macro Economic Factors Overview

        4.2.1. World GDP Indicator – For Top Economies

        4.2.2. Global ICT Spending (US$ Mn), 2013, 2019, 2027

    4.3. Technology/Product Roadmap

    4.4. Market Factor Analysis

        4.4.1. Porter’s Five Forces Analysis

        4.4.2. PESTEL Analysis

        4.4.3. Ecosystem Analysis

        4.4.4. Market Dynamics (Growth Influencers)

            4.4.4.1. Drivers

            4.4.4.2. Restraints

            4.4.4.3. Opportunities

            4.4.4.4. Impact Analysis of Drivers & Restraints

    4.5.  Retail (%) IT Spending, by Technology

    4.6. Adoption (%) of Retail Analytics, by Advance Technologies

        4.6.1. Artificial intelligence/Machine Learning

        4.6.2. Internet of things (IoT)

        4.6.3. Blockchain

        4.6.4. Big Data Analytics

    4.7. Global Retail Analytics Market Analysis and Forecast, 2017?2027

        4.7.1. Market Revenue Analysis (US$ Mn)

            4.7.1.1. Historic growth trends, 2013-2018

            4.7.1.2. Forecast trends, 2019-2027

    4.8. Market Opportunity Assessment – By Region (Global/North America/Europe/Asia Pacific/Middle East & Africa/South America)

        4.8.1. By Region/Country

        4.8.2. By Component

        4.8.3. By Application

        4.8.4. By Deployment Model

    4.9. Competitive Scenario and Trends

        4.9.1. Retail Analytics Market Concentration Rate

            4.9.1.1. List of New Entrants

        4.9.2. Mergers & Acquisitions, Expansions

    4.10. Market Outlook

5. Global Retail Analytics Market Analysis and Forecast, by Component

    5.1. Overview and Definition

    5.2. Key Segment Analysis

    5.3. Retail Analytics Market Size (US$ Mn) Forecast, by Component, 2017?2027

        5.3.1. Software 

        5.3.2. Services

            5.3.2.1. Professional

                5.3.2.1.1. Design & System Integration

                5.3.2.1.2. Consultation

                5.3.2.1.3. Training

                5.3.2.1.4. Support & Maintenance

            5.3.2.2. Software as a Service (SaaS)

6. Global Retail Analytics Market Analysis and Forecast, by Deployment Model

    6.1. Overview & Definition

    6.2. Key Segment Analysis

    6.3. Retail Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2017?2027

        6.3.1. On-Premise

        6.3.2. Cloud

7. Global Retail Analytics Market Analysis and Forecast, by Application

    7.1. Overview & Definition

    7.2. Key Segment Analysis

    7.3. Retail Analytics Market Size (US$ Mn) Forecast, by Application, 2017?2027

        7.3.1. Store Operation Analytics (Merchandise Analytics)

            7.3.1.1. Sales & Marketing Analysis

            7.3.1.2. Performance & Yield Analysis

            7.3.1.3. Pricing Analysis

            7.3.1.4. Inventory Analysis

            7.3.1.5. Financial Analysis

            7.3.1.6. Supply Chain Analysis

        7.3.2. Customer Analytics

            7.3.2.1. Order & Fulfilment Management

            7.3.2.2. Cluster Planning & Transportation Management

            7.3.2.3. Buying Pattern Analysis (RFM)

            7.3.2.4. CRM Analysis (Social Media, Feedback)

8. Global Retail Analytics Market Analysis and Forecast, by Region

    8.1. Overview

    8.2. Retail Analytics Market Size (US$ Mn) Forecast, by Region, 2017?2027

        8.2.1. North America

        8.2.2. Europe

        8.2.3. Asia Pacific

        8.2.4. Middle East & Africa

        8.2.5. South America

9. North America Retail Analytics Market Analysis and Forecast 

    9.1. Key Findings

    9.2. Impact Analysis of Drivers and Restraints

    9.3. Retail Analytics Market Size (US$ Mn) Forecast, by Component, 2017?2027

        9.3.1. Software 

        9.3.2. Services

            9.3.2.1. Professional

                9.3.2.1.1. Design & System Integration

                9.3.2.1.2. Consultation

                9.3.2.1.3. Training

                9.3.2.1.4. Support & Maintenance

            9.3.2.2. Software as a Service (SaaS)

    9.4. Retail Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2017?2027

        9.4.1. On-Premise

        9.4.2. Cloud

    9.5. Retail Analytics Market Size (US$ Mn) Forecast, by Application, 2017?2027

        9.5.1. Store Operation Analytics (Merchandise Analytics)

            9.5.1.1. Sales & Marketing Analysis

            9.5.1.2. Performance & Yield Analysis

            9.5.1.3. Pricing Analysis

            9.5.1.4. Inventory Analysis

            9.5.1.5. Financial Analysis

            9.5.1.6. Supply Chain Analysis

        9.5.2. Customer Analytics

            9.5.2.1. Order & Fulfilment Management

            9.5.2.2. Cluster Planning & Transportation Management

            9.5.2.3. Buying Pattern Analysis (RFM)

            9.5.2.4. CRM Analysis (Social Media, Feedback)

    9.6. Retail Analytics Market Size (US$ Mn) Forecast, by Country, 2017?2027

        9.6.1. The U.S.

        9.6.2. Canada

        9.6.3. Mexico

        9.6.4. Rest of North America

10. Europe Retail Analytics Market Analysis and Forecast

    10.1. Key Findings

    10.2. Impact Analysis of Drivers and Restraints

    10.3. Retail Analytics Market Size (US$ Mn) Forecast, by Component, 2017?2027

        10.3.1. Software 

        10.3.2. Services

            10.3.2.1. Professional

                10.3.2.1.1. Design & System Integration

                10.3.2.1.2. Consultation

                10.3.2.1.3. Training

                10.3.2.1.4. Support & Maintenance

            10.3.2.2. Software as a Service (SaaS)

    10.4. Retail Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2017?2027

        10.4.1. On-Premise

        10.4.2. Cloud

    10.5. Retail Analytics Market Size (US$ Mn) Forecast, by Application, 2017?2027

        10.5.1. Store Operation Analytics (Merchandise Analytics)

            10.5.1.1. Sales & Marketing Analysis

            10.5.1.2. Performance & Yield Analysis

            10.5.1.3. Pricing Analysis

            10.5.1.4. Inventory Analysis

            10.5.1.5. Financial Analysis

            10.5.1.6. Supply Chain Analysis

        10.5.2. Customer Analytics

            10.5.2.1. Order & Fulfilment Management

            10.5.2.2. Cluster Planning & Transportation Management

            10.5.2.3. Buying Pattern Analysis (RFM)

            10.5.2.4. CRM Analysis (Social Media, Feedback)

    10.6. Retail Analytics Market Size (US$ Mn) Forecast, by Country, 2017?2027

        10.6.1. Germany

        10.6.2. U.K.

        10.6.3. France

        10.6.4. Russia

        10.6.5. Italy

        10.6.6. Spain

        10.6.7. Nordics

        10.6.8. Rest of Europe

11. Asia Pacific Retail Analytics Market Analysis and Forecast

    11.1. Key Findings

    11.2. Impact Analysis of Drivers and Restraints

    11.3. Retail Analytics Market Size (US$ Mn) Forecast, by Component, 2017?2027

        11.3.1. Software 

        11.3.2. Services

            11.3.2.1. Professional

                11.3.2.1.1. Design & System Integration

                11.3.2.1.2. Consultation

                11.3.2.1.3. Training

                11.3.2.1.4. Support & Maintenance

            11.3.2.2. Software as a Service (SaaS)

    11.4. Retail Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2017?2027

        11.4.1. On-Premise

        11.4.2. Cloud

    11.5. Retail Analytics Market Size (US$ Mn) Forecast, by Application, 2017?2027

        11.5.1. Store Operation Analytics (Merchandise Analytics)

            11.5.1.1. Sales & Marketing Analysis

            11.5.1.2. Performance & Yield Analysis

            11.5.1.3. Pricing Analysis

            11.5.1.4. Inventory Analysis

            11.5.1.5. Financial Analysis

            11.5.1.6. Supply Chain Analysis

        11.5.2. Customer Analytics

            11.5.2.1. Order & Fulfilment Management

            11.5.2.2. Cluster Planning & Transportation Management

            11.5.2.3. Buying Pattern Analysis (RFM)

            11.5.2.4. CRM Analysis (Social Media, Feedback)

    11.6. Retail Analytics Market Size (US$ Mn) Forecast, by Country, 2017?2027

        11.6.1. China

        11.6.2. India

        11.6.3. Japan

        11.6.4. Australia

        11.6.5. Singapore

        11.6.6. Malaysia

        11.6.7. South Korea

        11.6.8. Rest of Asia Pacific

12. Middle East & Africa (MEA) Retail Analytics Market Analysis and Forecast

    12.1. Key Findings

    12.2. Impact Analysis of Drivers and Restraints

    12.3. Retail Analytics Market Size (US$ Mn) Forecast, by Component, 2017?2027

        12.3.1. Software 

        12.3.2. Services

            12.3.2.1. Professional

                12.3.2.1.1. Design & System Integration

                12.3.2.1.2. Consultation

                12.3.2.1.3. Training

                12.3.2.1.4. Support & Maintenance

            12.3.2.2. Software as a Service (SaaS)

    12.4. Retail Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2017?2027

        12.4.1. On-Premise

        12.4.2. Cloud

    12.5. Retail Analytics Market Size (US$ Mn) Forecast, by Application, 2017?2027

        12.5.1. Store Operation Analytics (Merchandise Analytics)

            12.5.1.1. Sales & Marketing Analysis

            12.5.1.2. Performance & Yield Analysis

            12.5.1.3. Pricing Analysis

            12.5.1.4. Inventory Analysis

            12.5.1.5. Financial Analysis

            12.5.1.6. Supply Chain Analysis

        12.5.2. Customer Analytics

            12.5.2.1. Order & Fulfilment Management

            12.5.2.2. Cluster Planning & Transportation Management

            12.5.2.3. Buying Pattern Analysis (RFM)

            12.5.2.4. CRM Analysis (Social Media, Feedback)

    12.6. Retail Analytics Market Size (US$ Mn) Forecast, by Country, 2017?2027

        12.6.1. UAE

        12.6.2. Saudi Arabia

        12.6.3. South Africa

        12.6.4. Rest of Middle East & Africa

13. South America Retail Analytics Market Analysis and Forecast

    13.1. Key Findings

    13.2. Impact Analysis of Drivers and Restraints

    13.3. Retail Analytics Market Size (US$ Mn) Forecast, by Component, 2017?2027

        13.3.1. Software 

        13.3.2. Services

            13.3.2.1. Professional

                13.3.2.1.1. Design & System Integration

                13.3.2.1.2. Consultation

                13.3.2.1.3. Training

                13.3.2.1.4. Support & Maintenance

            13.3.2.2. Software as a Service (SaaS)

    13.4. Retail Analytics Market Size (US$ Mn) Forecast, by Deployment Model, 2017?2027

        13.4.1. On-Premise

        13.4.2. Cloud

    13.5. Retail Analytics Market Size (US$ Mn) Forecast, by Application, 2017?2027

        13.5.1. Store Operation Analytics (Merchandise Analytics)

            13.5.1.1. Sales & Marketing Analysis

            13.5.1.2. Performance & Yield Analysis

            13.5.1.3. Pricing Analysis

            13.5.1.4. Inventory Analysis

            13.5.1.5. Financial Analysis

            13.5.1.6. Supply Chain Analysis

        13.5.2. Customer Analytics

            13.5.2.1. Order & Fulfilment Management

            13.5.2.2. Cluster Planning & Transportation Management

            13.5.2.3. Buying Pattern Analysis (RFM)

            13.5.2.4. CRM Analysis (Social Media, Feedback)

    13.6. Retail Analytics Market Size (US$ Mn) Forecast, by Country, 2017?2027

        13.6.1. Brazil

        13.6.2. Rest of South America

14. Competition Landscape

    14.1. Market Player – Competition Matrix

    14.2. Market Revenue Share Analysis (%), By Company (2018)

    14.3. Regional Presence (Intensity Map)

15. Company Profiles (Details – Basic Overview, Sales Area/Geographical Presence, Key Competitors, Strategy) 

    15.1. IBM Corporation

        15.1.1. Business Overview

        15.1.2. Geographical Presence

        15.1.3. Revenue

        15.1.4. Strategy

    15.2. Microsoft Corporation 

        15.2.1. Business Overview

        15.2.2. Geographical Presence

        15.2.3. Revenue

        15.2.4. Strategy

    15.3. Oracle Corporation

        15.3.1. Business Overview

        15.3.2. Geographical Presence

        15.3.3. Revenue

        15.3.4. Strategy

    15.4. SAP SE

        15.4.1. Business Overview

        15.4.2. Geographical Presence

        15.4.3. Revenue

        15.4.4. Strategy

    15.5. Manthan Software Services Pvt. Ltd

        15.5.1. Business Overview

        15.5.2. Geographical Presence

        15.5.3. Revenue

        15.5.4. Strategy

    15.6. Fractal Analytics Inc.

        15.6.1. Business Overview

        15.6.2. Geographical Presence

        15.6.3. Revenue

        15.6.4. Strategy

    15.7. Adobe Systems Incorporated

        15.7.1. Business Overview

        15.7.2. Geographical Presence

        15.7.3. Revenue

        15.7.4. Strategy

    15.8. SAS Institute, Inc.

        15.8.1. Business Overview

        15.8.2. Geographical Presence

        15.8.3. Revenue

        15.8.4. Strategy

    15.9. Hewlett Packard Enterprise Development LP

        15.9.1. Business Overview

        15.9.2. Geographical Presence

        15.9.3. Revenue

        15.9.4. Strategy

    15.10. RetailNext, Inc.

        15.10.1. Business Overview

        15.10.2. Geographical Presence

        15.10.3. Revenue

        15.10.4. Strategy

16. Key Takeaways

List of Tables 

Table 01: Global Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, 2017 – 2027

Table 02: Global Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, by Software 2017 – 2027

Table 03: Global Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Functionality, 2017 – 2027

Table 04: Global Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Enterprise Size, 2017 – 2027

Table 05: Global Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Industry, 2017 – 2027

Table 06: Global Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Region, 2017 – 2027

Table 07: North America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, 2017 – 2027

Table 08: North America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, by Software 2017 – 2027

Table 09: North America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Functionality, 2017 – 2027

Table 10: North America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Enterprise Size, 2017 – 2027

Table 11: North America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Industry, 2017 – 2027

Table 12: North America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Country, 2017 – 2027

Table 13: Europe Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, 2017 – 2027

Table 14: Europe Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component (Software), 2017 – 2027

Table 15: Europe Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Functionality, 2017 – 2027

Table 16: Europe Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Enterprise Size, 2017 – 2027

Table 17: Europe Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Industry, 2017 – 2027

Table 18: Europe Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Country, 2017 – 2027

Table 19: Asia Pacific Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, 2017 – 2027

Table 20: Asia Pacific Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, by Software 2017 – 2027

Table 21: Asia Pacific Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Functionality, 2017 – 2027

Table 22: Asia Pacific Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Enterprise Size, 2017 – 2027

Table 23: Asia Pacific Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Industry, 2017 – 2027

Table 24: Asia Pacific Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Country, 2017 – 2027

Table 25: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, 2017 – 2027

Table 26: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component by Software, 2017 – 2027

Table 27: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Functionality, 2017 – 2027

Table 28: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Enterprise Size, 2017 – 2027

Table 29: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Industry, 2017 – 2027

Table 30: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Country, 2017 – 2027

Table 31: South America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, 2017 – 2027

Table 32: South America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Component, by Software 2017 – 2027

Table 33: South America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Functionality, 2017 – 2027

Table 34: South America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Enterprise Size, 2017 – 2027

Table 35: South America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Industry, 2017 – 2027

Table 36: South America Manufacturing Operations Management (MOM) Software Market Value (US$ Mn) and Forecast, by Country, 2017 – 2027

List of Figures

Figure 01: Global MOM Software Market Size (US$ Mn) Forecast, 2016–2026

Figure 02: Global MOM Software Market Value (US$) Opportunity Assessment, by Region, 2018E

Figure 03: Top Segment Analysis

Figure 04: Global MOM Software Market Value (US$) Opportunity Assessment, by Region, 2026F

Figure 05: Global MOM Software Market Revenue, 2012 – 2017 (US$ Mn) and Year-on-Year Growth (%)

Figure 06: Global MOM Software Market Revenue, 2018– 2026 (US$ Mn) and Year-on-Year Growth (%)

Figure 07: Global Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Component (2019 - 2027)

Figure 08: Global Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Functionality (2019 - 2027)

Figure 09: Global Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Enterprise Size (2019 - 2027)

Figure 10: Global Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Industry (2019 - 2027)

Figure 11: Global Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Region (2019 - 2027)

Figure 12: Global MOM Market Value (US$ Mn) Share, by Component (2018)

Figure 13: Global MOM Market Value (US$ Mn) Share, by Enterprise Size (2018)

Figure 14: Global MOM Market Value (US$ Mn) Share, by Functionality (2018)

Figure 15: Global MOM Market Value (US$ Mn) Share, by Industry (2018)

Figure 16: Global Manufacturing Operations Management (MOM) Software Market, by Component, 2019

Figure 17: Global Manufacturing Operations Management (MOM) Software Market , by Component, 2026

Figure 18: Global Manufacturing Operations Management (MOM) Software Market, by Functionality, 2019

Figure 19: Global Manufacturing Operations Management (MOM) Software Market, by Functionality, 2027

Figure 20: Global Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2019

Figure 21: Global Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2027

Figure 22: Global Manufacturing Operations Management (MOM) Software Market, by Industry, 2019

Figure 23: Global Manufacturing Operations Management (MOM) Software Market, by Industry, 2027

Figure 24: Global Manufacturing Operations Management (MOM) Software Market, by Region, 2018

Figure 25: Global Manufacturing Operations Management (MOM) Software Market, by Region, 2026

Figure 26: North America MOM Software Market Value (US$ Mn) Opportunity Assessment, by Functionality, 2018E

Figure 27: North America MOM Software Market Value (US$) Opportunity Assessment, by Functionality, 2026F

Figure 28: Top Segment Analysis

Figure 29: North America Manufacturing Execution System Market Revenue (US$ Mn) Forecast, 2019– 2027

Figure 30: North America Manufacturing Execution System Market Y-o-Y (%) Forecast, 2019– 2027

Figure 31: North America Manufacturing Operations Management (MOM) Software Market, by Component, 2019

Figure 32: North America Manufacturing Operations Management (MOM) Software Market, by Component, 2027

Figure 33: North America Manufacturing Operations Management (MOM) Software Market, by Functionality, 2019

Figure 34: North America Manufacturing Operations Management (MOM) Software Market, by Functionality, 2027

Figure 35: North America Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2019

Figure 36: North America Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2027

Figure 37: North America Manufacturing Operations Management (MOM) Software Market, by Industry, 2019

Figure 38: North America Manufacturing Operations Management (MOM) Software Market, by Industry, 2027

Figure 39: North America Manufacturing Operations Management (MOM) Software , by Country, 2019

Figure 40: North America Manufacturing Operations Management (MOM) Software , by Country, 2027

Figure 41: North America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Component (2019 - 2027)

Figure 42: North America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Functionality (2019 - 2027)

Figure 43: North America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Enterprise Size (2019 - 2027)

Figure 44: North America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Industry (2019 - 2027)

Figure 45: North America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Country (2019 - 2027)

Figure 46: Europe MOM Software Market Value (US$) Opportunity Assessment, by Functionality, 2018E

Figure 47: Europe MOM Software Market Value (US$) Opportunity Assessment, by Functionality, 2026F

Figure 48: Europe Manufacturing Execution System Market Revenue (US$ Mn) Forecast, 2019– 2027

Figure 49: Europe Manufacturing Execution System Market Y-o-Y (%) Forecast, 2019– 2027

Figure 50: Europe Manufacturing Operations Management (MOM) Software Market, by Component, 2019

Figure 51: Europe Manufacturing Operations Management (MOM) Software Market, by Component, 2027

Figure 52: Europe Manufacturing Operations Management (MOM) Software Market, by Functionality, 2019

Figure 53: Europe Manufacturing Operations Management (MOM) Software Market, by Functionality, 2027

Figure 54: Europe Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2019

Figure 55: Europe Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2027

Figure 56: Europe Manufacturing Operations Management (MOM) Software Market, by Industry, 2019

Figure 57: Europe Manufacturing Operations Management (MOM) Software Market, by Industry, 2027

Figure 58: Europe Manufacturing Operations Management (MOM) Software , by Country, 2019

Figure 59: Europe Manufacturing Operations Management (MOM) Software , by Country, 2027

Figure 60: Europe Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Component (2019 - 2027)

Figure 61: Europe Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Functionality (2019 - 2027)

Figure 62: Europe Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Enterprise Size (2019 - 2027)

Figure 63: Europe Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Industry (2019 - 2027)

Figure 64: Europe Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Country (2019 - 2027)

Figure 65: Asia Pacific MOM Software Market Value (US$ Mn) Opportunity Assessment, by Functionality, 2018E

Figure 66: Asia Pacific MOM Software Market Value (US$ Mn) Opportunity Assessment, by Functionality, 2026F

Figure 67: Asia Pacific Manufacturing Execution System Market Revenue (US$ Mn) Forecast, 2019– 2027

Figure 68: Asia Pacific Manufacturing Execution System Market Y-o-Y (%) Forecast, 2019– 2027

Figure 69: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Component, 2019

Figure 70: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Component, 2027

Figure 71: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Functionality, 2019

Figure 72: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Functionality, 2027

Figure 73: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2019

Figure 74: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2027

Figure 75: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Industry, 2019

Figure 76: Asia Pacific Manufacturing Operations Management (MOM) Software Market, by Industry, 2027

Figure 77: Asia Pacific Manufacturing Operations Management (MOM) Software , by Country, 2019

Figure 78: Asia Pacific Manufacturing Operations Management (MOM) Software , by Country, 2027

Figure 79: Asia Pacific Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Component (2019 - 2027)

Figure 80: Asia Pacific Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Functionality (2019 - 2027)

Figure 81: Asia Pacific Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Enterprise Size (2019 - 2027)

Figure 82: Asia Pacific Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Industry (2019 - 2027)

Figure 83: Asia Pacific Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Country (2019 - 2027)

Figure 84: Middle East & Africa MOM Software Market Value (US$ Mn) Opportunity Assessment, by Functionality, 2018E

Figure 85: Middle East & Africa MOM Software Market Value (US$ Mn) Opportunity Assessment, by Functionality, 2026F

Figure 86: Middle East & Africa Manufacturing Execution System Market Revenue (US$ Mn) Forecast, 2019– 2027

Figure 87: Middle East & Africa Manufacturing Execution System Market Y-o-Y (%) Forecast, 2019– 2027

Figure 88: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Component, 2019

Figure 89: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Component, 2027

Figure 90: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Functionality, 2019

Figure 91: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Functionality, 2027

Figure 92: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Enterprise Size,2018

Figure 93: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Enterprise Size,2026

Figure 94: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Industry, 2019

Figure 95: Middle East & Africa Manufacturing Operations Management (MOM) Software Market, by Industry, 2027

Figure 96: Middle East & Africa Manufacturing Operations Management (MOM) Software , by Country, 2019

Figure 97: Middle East & Africa Manufacturing Operations Management (MOM) Software , by Country, 2027

Figure 98: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Component (2019 - 2027)

Figure 99: Middle East & Africa Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Functionality (2019 - 2027)

Figure 100:Middle East & Africa Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Enterprise Size (2019 - 2027)

Figure 101:Middle East & Africa Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Industry (2019 - 2027)

Figure 102:Middle East & Africa Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Country (2019 - 2027)

Figure 103:South America MOM Software Market Value (US$) Opportunity Assessment, by Functionality, 2018E

Figure 104:South America MOM Software Market Value (US$) Opportunity Assessment, by Functionality, 2026F

Figure 105:South America Manufacturing Execution System Market Revenue (US$ Mn) Forecast, 2019– 2027

Figure 106:South America Manufacturing Execution System Market Y-o-Y (%) Forecast, 2019– 2027

Figure 107:South America Manufacturing Operations Management (MOM) Software Market, by Component, 2019

Figure 108:South America Manufacturing Operations Management (MOM) Software Market, by Component, 2027

Figure 109:South America Manufacturing Operations Management (MOM) Software Market, by Functionality, 2019

Figure 110:South America Manufacturing Operations Management (MOM) Software Market, by Functionality, 2027

Figure 111:South America Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2019

Figure 112:South America Manufacturing Operations Management (MOM) Software Market, by Enterprise Size, 2027

Figure 113:South America Manufacturing Operations Management (MOM) Software Market, by Industry, 2019

Figure 114:South America Manufacturing Operations Management (MOM) Software Market, by Industry, 2027

Figure 115:South America Manufacturing Operations Management (MOM) Software , by Country, 2019

Figure 116:South America Manufacturing Operations Management (MOM) Software , by Country, 2027

Figure 117:South America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Component (2019 - 2027)

Figure 118:South America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Functionality (2019 - 2027)

Figure 119:South America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Enterprise Size (2019 - 2027)

Figure 120:South America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Industry (2019 - 2027)

Figure 121:South America Manufacturing Operations Management (MOM) Software Market Opportunity Assessment, by Country (2019 - 2027)

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