Supply Chain Analytics Market

Supply Chain Analytics Market by Component, Software (Supplier Performance Analytics, Demand Analysis and Forecasting, and Inventory Analytics), Services, Deployment Model, Organization Size, Industry Vertical, and Region - Global Forecast to 2025

Report Code: TC 3188 Jul, 2020, by marketsandmarkets.com

[319 Pages Report] The global supply chain analytics market size is expected to grow from USD 3.5 billion in 2020 to USD 8.8 billion by 2025, at a Compound Annual Growth Rate (CAGR) of 19.8% during the forecast period. Increasing volume and velocity of data, need to enhance operation and supply chain efficiencies, and the advent of Artificial Intelligence (AI) and machine learning into supply chain management would drive the market growth. However, data security issues and inaccuracies in data sets are expected to restrain the market growth. Factors such as increasing adoption of cloud-based supply chain analytics and increasing awareness of supply chain analytics tools among organizations would create opportunities.

Supply Chain Analytics Market15

COVID-19 impact on the global supply chain analytics market

Since the start of 2020, COVID-19 took its toll over China, leading to the supply shortage. Disruptions were witnessed in the availability of goods sourced from China, which included finished goods for sale as well as raw materials for the factories. As the countries started instituting lockdowns, supply chains started witnessing demand shocks as people started piling up consumer staples for complying with movement restrictions. On the production side, factory owners began maximizing the production by using full spare capacity to meet the demand.

Market Dynamics

Driver: Increasing volume and velocity of data

Rising data, together with the persistent requirement for a unified cost-saving solution, is expected to uplift the demand for advanced analytics solutions across industry verticals. Big data has evolved as a pivotal element in building business development strategies. Moreover, a few of the primary concerns of companies are cost-cutting and resource-saving, which can be achieved through appropriate optimization of their supply chain. Hence, the use of data enhances the analytical power of such analytical solutions and provides companies with valuable insights into the root causes of lost productivity and diminished velocity. These insights further offer better visibility into supply chain performance, enabling companies to control the flow of their resources and target their improvement initiatives.

Supply chain analytics provides companies with advantages, such as cost containment, transportation network design, and route optimization, inventory optimization, risk management, customer collaboration, and global integration in their supply chains. Furthermore, the use of IoT devices across industry verticals, such as automotive, healthcare, and manufacturing, has also led to the generation of the voluminous amount of data creating a surge among companies to apply such solutions in their supply chain.

Restraint: Growing concerns for data security across enterprises

The enterprises adopting supply chain analytics solutions face security and privacy issues. Enterprises possess confidential data, which needs to be protected to avoid data breaches and theft, as it may affect the reputation of enterprises. The enterprises’ data may leak over the internet and can be accessed by unauthorized users, which is the growing concern. For example, the Transportation Management System (TMS) needs multitenant architecture, in which a single version of the software runs on a server that is shared by multiple customers. Here, there is a possibility that subscribers of an enterprise can view the data of competitors. These security issues relating to the data access by unauthorized users would threaten the enterprise data security and competitive business position as well. Hence, these issues relating to security and privacy increase the concern among enterprises, thus restraining the growth of the supply chain analytics market during the forecast period.

Opportunity: Increasing adoption of cloud-based supply chain analytics

With the growing complexities and the increasing need for real-time analysis of data across the supply chain ecosystem, organizations are inclined toward the adoption of cloud-based supply chain analytics solutions. The use of cloud-based analytics solutions mainly helps in tracking and analyzing the overall supply chain activities across the forward and backward supply chain ecosystem. Moreover, features of the cloud, such as cost-effectiveness, agility, ease of use and integration, planning, and scalability, are attracting various supply chain management solution providers.

The global supply chain systems need extensive setups or modifications in transportation and incur a secondary cost for enterprises, which, in turn, increases the investment costs. The rise in complexity and extra costs lead the enterprise to adopt end-to-end supply chain visibility, such as a cloud-based supply system for transportation management. The cloud-based supply chain analytics solutions in logistics and transportations enable enterprises to connect, engage, and collaborate with customers, business partners, and suppliers. It also helps enterprises build a secure, reliable, and integrated system for the transportation management system, which gives real-time information to consumers. These benefits enhance the growth of cloud-based supply chain analytics solutions across industry verticals, including electronics equipment manufacturing, automotive, F&B manufacturing, machinery, and industrial equipment manufacturing, pharmaceuticals, government, and energy and utilities.

Challenge: Lack of skilled personnel

The rise of big data across industry verticals has led to the generation of the voluminous amount of data, which needs to be correctly modeled, integrated, wrangled, and then analyzed to gain specific insights. From data ingestion to data reporting, specific skills are required by the data scientist teams to understand and uncover the patterns that help marketers make proper decisions. The biggest challenge faced by the supply chain industry is the dearth of skilled professionals.

According to a Teradata survey, 48% of enterprises face big data analytics skill gap in 2017. Moreover, roles such as information leaders, chief data officers, data scientists, and information architects are expected to witness an increased demand in the coming years. The sudden increase in the need for data scientists results in a skill gap in the market. To overcome this challenge, several enterprises are collaborating with academic institutions to offer different courses in big data and business analytics to ensure that a strong and skilled workforce is available to extract insights from big data and business analytics.

Software segment to constitute a larger market size during the forecast period 

The supply chain analytics market by component covers software and services. The software segment outperforms the services segment and would see maturation in the future due to the higher adoption of software. The demand for software, such as inventory analytics, demand analysis & forecasting, and supplier performance analytics, would drive the market growth.

Demand analytics and forecasting segment to hold the largest market size during the forecast period

The demand analysis and forecasting software is one of the major software in the supply chain analytics market that helps companies forecast the future demands for a product through historical data analysis. Demand forecasting helps the company manage inventory levels during peaks and troughs, thereby ensuring the products are not overstocked or understocked. The demand analysis and forecasting solution facilitate businesses to boost their service levels, shorten cycle times, reduce inventory investment, and minimize obsolescence. With the advancements in machine learning and AI, the demand forecasting tools have become super-efficient that helps traders optimize resource utilization, increase product availability, and enhance profitability by managing supply and demand variability.

Cloud deployment model to grow at a higher CAGR during the forecast period

The cloud deployment model is expected to grow at a higher CAGR during the forecast period. Cloud-based solutions are gaining a firm hold in the market due to various benefits, such as cost control, resource pooling, and less implementation time. Cloud deployment offers flexibility, scalability, and cost-effectiveness benefits. It also enables an enterprise to have more control over the server, infrastructure, and systems that can be configured as per the business requirements

Supply Chain Analytics Market by Region

North America to account for the largest market size during the forecast period

The global supply chain analytics market by region covers five major geographic regions: North America, Asia Pacific (APAC), Europe, Middle East & Africa (MEA), and Latin America. North America is expected to account for the largest market size during the forecast period. North America is expected to hold the highest market share and dominate the market from 2020 to 2025, due to the presence of a large number of solution vendors in the US. Major retail chains across the US and Canada have already embraced analytics in its supply chain processes and are gaining numerous benefits from it. For instance, Walmart initiated its own Walmart Data Cafι, which was developed on SAP HANA’s in-memory engine. Walmart Data Cafι gathers around 200 streams of data from both internal and external sources, which include 40 petabytes of the recent transactional data. The data is analyzed and offers a bird’s eye view to operational staff that makes use of such timely information to make strategic decisions.

Key Market Players

The supply chain analytics market comprises major solution providers, such as SAP (Germany), Oracle (US), IBM (US), SAS Institute (US), Software AG (Germany), MicroStrategy (US), Tableau (US), Qlik (US), TIBCO (US), Cloudera (US), Logility (US), Savi Technology (US), Infor (US), RELEX Solutions (Finland), TARGIT(Denmark), Voxware (US), The AnyLogic Company (US), Antuit (US), Axway (US), AIMMS (Netherlands), BRIDGEi2i (India), Domo (US), Datameer (US), 1010data(US), Rosslyn Analytics(UK), Blue Yonder (US), Manhattan Associates (US), and DataFactZ (US)./

The study includes an in-depth competitive analysis of these key players in the supply chain analytics market with their company profiles, recent developments, and key market strategies.

Scope of the Report

Report Metric

Details

Market size available for years

2014–2025

Base year considered

2019

Forecast period

2020–2025

Forecast units

Billion (USD)

Segments covered

Component, Software, Services, Deployment Mode, Organization Size, Industry Verticals, and Regions

Geographies covered

North America, APAC, Europe, Latin America, and MEA

Companies covered

SAP (Germany), Oracle (US), IBM (US), SAS Institute (US), Software AG (Germany), MicroStrategy (US), Tableau (US), Qlik (US), TIBCO (US), Cloudera (US), Logility (US), Savi Technology (US), Infor (US), RELEX Solutions (Finland), TARGIT (Denmark), Voxware (US), The AnyLogic Company(US), Antuit(US), Axway (US), AIMMS (Netherlands), BRIDGEi2i (India), Domo (US), Datameer (US), 1010data(US), Rosslyn Analytics(UK), Blue Yonder (US), Manhattan Associates (US), and DataFactZ (US).

This research report categorizes the supply chain analytics market based on components, software, services, deployment mode, organization size, industry verticals, and regions.

Based on the component:

  • Software
  • Services

Based on software:

  • Demand analysis and forecasting
  • Supplier performance analytics
  • Spend and procurement analytics
  • Inventory analytics
  • Transportation and logistics analytics

Based on services:

  • Managed services
  • Professional services
    • Consulting services
    • Support and maintenance services
    • Deployment and integration services

Based on deployment models:

  • On-premises
  • Cloud

Based on organization size:

  • Large enterprises
  • Small and Medium-sized Enterprises (SMEs)

Based on industry verticals:

  • Automotive
  • Retail and consumer goods
  • F&B manufacturing
  • Machinery and industrial equipment manufacturing
  • Pharmaceuticals
  • Government
  • Energy and utilities

Based on regions:

  • North America
    • US
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Rest of Europe
  • APAC
    • India
    • Japan
    • China
    • Rest of APAC
  • Latin America
    • Brazil
    • Mexico
    • Argentina
    • Rest of Latin America
  • MEA
    • Middle East
    • Africa

Recent Developments:

  • In October 2018, the company released Watson Supply Chain Insights that offers real-time data about supply chain operations to supply chain officers. The company has been continuously investing in R&D to focus on high-growth strategic opportunities and expand its market presence.
  • In May 2018, Oracle launched new AI cloud applications for supply chain managers to discover patterns and gain insights on product issues. The strong network of channel partners and distributors has strengthened the reach of the company across the world.

Frequently Asked Questions (FAQ):

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TABLE OF CONTENTS

1 INTRODUCTION (Page No. - 44)
    1.1 COVID-19 HEALTH ASSESSMENT
        FIGURE 1 COVID-19: THE GLOBAL PROPAGATION
        FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES
    1.2 COVID-19 ECONOMIC ASSESSMENT
        FIGURE 3 REVISED GDP FORECASTS FOR SELECT G20 COUNTRIES IN 2020
           1.2.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT
                 FIGURE 4 CRITERIA IMPACTING THE GLOBAL ECONOMY
                 FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF THE GLOBAL ECONOMY
    1.3 OBJECTIVES OF THE STUDY
    1.4 MARKET DEFINITION
    1.5 MARKET SCOPE
           1.5.1 MARKET SEGMENTATION
           1.5.2 REGIONS COVERED
    1.6 YEARS CONSIDERED FOR THE STUDY
    1.7 CURRENCY CONSIDERED
        TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2015–2017
    1.8 STAKEHOLDERS

2 RESEARCH METHODOLOGY (Page No. - 54)
    2.1 RESEARCH DATA
        FIGURE 6 SUPPLY CHAIN ANALYTICS MARKET: RESEARCH DESIGN
           2.1.1 SECONDARY DATA
           2.1.2 PRIMARY DATA
                    2.1.2.1 Breakup of primary profiles
                    2.1.2.2 Key industry insights
    2.2 MARKET BREAKUP AND DATA TRIANGULATION
    2.3 MARKET SIZE ESTIMATION
           2.3.1 BOTTOM-UP APPROACH
                 FIGURE 7 MARKET: BOTTOM-UP APPROACH
           2.3.2 TOP-DOWN APPROACH
                 FIGURE 8 MARKET: TOP-DOWN APPROACH
    2.4 MARKET FORECAST
        TABLE 2 FACTOR ANALYSIS
    2.5 ASSUMPTIONS FOR THE STUDY
    2.6 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY (Page No. - 62)
  FIGURE 9 SUPPLY CHAIN ANALYTICS MARKET EVOLUTION
  TABLE 3 MARKET SIZE AND GROWTH RATE, 2014–2019 (USD MILLION, Y-O-Y %)
  TABLE 4 MARKET SIZE AND GROWTH RATE, 2019–2025 (USD MILLION, Y-O-Y %)
  FIGURE 10 MARKET, BY COMPONENT
  FIGURE 11 MARKET, BY SOFTWARE
  FIGURE 12 MARKET, BY SERVICE
  FIGURE 13 MARKET, BY PROFESSIONAL SERVICE
  FIGURE 14 MARKET, BY DEPLOYMENT MODE
  FIGURE 15 MARKET, BY ORGANIZATION SIZE
  FIGURE 16 MARKET, BY INDUSTRY VERTICAL
  FIGURE 17 MARKET, BY REGION

4 PREMIUM INSIGHTS (Page No. - 68)
    4.1 ATTRACTIVE OPPORTUNITIES IN THE SUPPLY CHAIN ANALYTICS MARKET
        FIGURE 18 RISING NEED FOR DATA-DRIVEN DECISION-MAKING ACROSS SUPPLY CHAIN OPERATIONS TO DRIVE THE MARKET GROWTH
    4.2 MARKET: TOP THREE SOFTWARE
        FIGURE 19 INVENTORY ANALYTICS SOFTWARE TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD
    4.3 MARKET: BY REGION
        FIGURE 20 NORTH AMERICA TO HOLD THE HIGHEST MARKET SHARE IN 2020
    4.4 MARKET IN NORTH AMERICA, BY SOFTWARE AND REGION
        FIGURE 21 AUTOMOTIVE, GOVERNMENT AND ENERGY AND UTILITIES TO ACCOUNT FOR THE HIGHEST SHARES IN THE MARKET IN 2020

5 MARKET OVERVIEW (Page No. - 70)
    5.1 INTRODUCTION
        FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: SUPPLY CHAIN ANALYTICS MARKET
           5.1.1 DRIVERS
                    5.1.1.1 Increasing volume and velocity of data
                    5.1.1.2 Need to enhance operational and supply chain efficiencies
                    5.1.1.3 Advent of AI and machine learning into supply chain management
           5.1.2 RESTRAINTS
                    5.1.2.1 Growing concerns for data security across enterprises
                    5.1.2.2 Inaccuracies in data sets
           5.1.3 OPPORTUNITIES
                    5.1.3.1 Increasing adoption of cloud-based supply chain analytics
                    5.1.3.2 Increasing awareness toward the adoption of supply chain solutions
           5.1.4 CHALLENGES
                    5.1.4.1 Lack of skilled personnel
                    5.1.4.2 Reluctance to adopt advanced analytical technologies
                    5.1.4.3 Shortage of supply and demand shocks during COVID-19
    5.2 ADJACENT MARKETS
        TABLE 5 ADJACENT MARKETS TO SUPPLY CHAIN ANALYTICS MARKET
    5.3 INDUSTRY TRENDS
           5.3.1 TECHNOLOGY TYPES
           5.3.2 SUPPLY CHAIN ANALYTICS: USE CASES
                    5.3.2.1 Use case #1: Optimizing inventory management
                    5.3.2.2 Use case #2: Identifying out-of-stock instances
                    5.3.2.3 Use case #3: Improve the distribution of products to the target audiences
           5.3.3 ANALYTICS TYPES
                 FIGURE 23 MARKET: ANALYTICS TYPES
           5.3.4 ECOSYSTEM
                 FIGURE 24 MARKET ECOSYSTEM

6 SUPPLY CHAIN ANALYTICS MARKET, BY COMPONENT (Page No. - 79)
    6.1 INTRODUCTION
           6.1.1 COVID-19 IMPACT ON MARKET, BY SOFTWARE
                 FIGURE 25 SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD
                 TABLE 6 MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                 TABLE 7 MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                 FIGURE 26 INVENTORY ANALYTICS SEGMENT TO GROW AT HIGHEST CAGR DURING THE FORECAST PERIOD
                 TABLE 8 MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                 TABLE 9 MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                 TABLE 10 SOFTWARE: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 11 SOFTWARE: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    6.2 DEMAND ANALYSIS AND FORECASTING
           6.2.1 DEMAND ANALYSIS AND FORECASTING: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
                 TABLE 12 DEMAND ANALYSIS AND FORECASTING: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 13 DEMAND ANALYSIS AND FORECASTING: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    6.3 SUPPLIER PERFORMANCE ANALYTICS
           6.3.1 SUPPLIER PERFORMANCE ANALYTICS: MARKET DRIVERS
                 TABLE 14 SUPPLIER PERFORMANCE ANALYTICS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 15 SUPPLIER PERFORMANCE ANALYTICS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    6.4 SPEND AND PROCUREMENT ANALYTICS
           6.4.1 SUPPLIER PERFORMANCE ANALYTICS: MARKET DRIVERS
                 TABLE 16 SPEND AND PROCUREMENT ANALYTICS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 17 SPEND AND PROCUREMENT ANALYTICS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    6.5 INVENTORY ANALYTICS
           6.5.1 INVENTORY ANALYTICS: MARKET DRIVERS
                 TABLE 18 INVENTORY ANALYTICS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION
                 TABLE 19 INVENTORY ANALYTICS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    6.6 TRANSPORTATION AND LOGISTICS ANALYTICS
           6.6.1 TRANSPORTATION AND LOGISTICS ANALYTICS: MARKET DRIVERS
                 TABLE 20 TRANSPORTATION AND LOGISTICS ANALYTICS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 21 TRANSPORTATION AND LOGISTICS ANALYTICS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

7 SUPPLY CHAIN ANALYTICS MARKET, BY SERVICE (Page No. - 91)
    7.1 INTRODUCTION
           7.1.1 COVID-19 IMPACT ON MARKET, BY SERVICE
                 FIGURE 27 PROFESSIONAL SERVICES SEGMENT TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD
                 TABLE 22 MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                 TABLE 23 MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                 TABLE 24 SERVICES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 25 SERVICES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.2 MANAGED SERVICES
           7.2.1 MANAGED SERVICES: MARKET DRIVERS
                 TABLE 26 MANAGED SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 27 MANAGED SERVICES MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    7.3 PROFESSIONAL SERVICES
           7.3.1 PROFESSIONAL SERVICES: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
                 FIGURE 28 CONSULTING SERVICES SEGMENT TO ACCOUNT FOR THE LARGEST MARKET SIZE BY 2025
                 TABLE 28 MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                 TABLE 29 MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                 TABLE 30 PROFESSIONAL SERVICES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 31 PROFESSIONAL SERVICES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           7.3.2 CONSULTING SERVICES
                 TABLE 32 CONSULTING SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 33 CONSULTING SERVICES MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           7.3.3 SUPPORT AND MAINTENANCE SERVICES
                 TABLE 34 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 35 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
           7.3.4 DEPLOYMENT AND INTEGRATION SERVICES
                 TABLE 36 DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 37 DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

8 SUPPLY CHAIN ANALYTICS MARKET, BY DEPLOYMENT MODEL (Page No. - 101)
    8.1 INTRODUCTION
           8.1.1 COVID-19 IMPACT ON MARKET, BY DEPLOYMENT MODE
                 FIGURE 29 CLOUD SEGMENT TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD
                 TABLE 38 MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                 TABLE 39 MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)
    8.2 ON-PREMISES
           8.2.1 ON-PREMISES: MARKET DRIVERS
                 TABLE 40 ON-PREMISES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 41 ON-PREMISES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    8.3 CLOUD
           8.3.1 CLOUD: MARKET DRIVERS
                 TABLE 42 CLOUD: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 43 CLOUD: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

9 SUPPLY CHAIN ANALYTICS MARKET, BY ORGANIZATION SIZE (Page No. - 106)
    9.1 INTRODUCTION
           9.1.1 COVID-19 IMPACT ON MARKET, BY ORGANIZATION SIZE
                 FIGURE 30 LARGE ENTERPRISES SEGMENT TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD
                 TABLE 44 MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                 TABLE 45 MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
    9.2 SMALL AND MEDIUM-SIZED ENTERPRISES
           9.2.1 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET DRIVERS
                 TABLE 46 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 47 SMALL AND MEDIUM-SIZED ENTERPRISES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
    9.3 LARGE ENTERPRISES
           9.3.1 LARGE ENTERPRISES: MARKET DRIVERS
                 TABLE 48 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                 TABLE 49 LARGE ENTERPRISES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

10 SUPPLY CHAIN ANALYTICS MARKET, BY INDUSTRY VERTICAL (Page No. - 111)
     10.1 INTRODUCTION
             10.1.1 COVID-19 IMPACT ON THE MARKET, BY INDUSTRY VERTICAL
                    FIGURE 31 AUTOMOTIVE INDUSTRY VERTICAL TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
                    TABLE 50 MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 51 MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
     10.2 AUTOMOTIVE
             10.2.1 AUTOMOTIVE: MARKET DRIVERS
                    TABLE 52 AUTOMOTIVE: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 53 AUTOMOTIVE: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.3 RETAIL AND CONSUMER GOODS
             10.3.1 RETAIL AND CONSUMER GOODS: MARKET DRIVERS
                    TABLE 54 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 55 RETAIL AND CONSUMER GOODS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.4 F&B MANUFACTURING
             10.4.1 F&B MANUFACTURING: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
                    TABLE 56 F&B MANUFACTURING: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 57 F&B MANUFACTURING: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.5 MACHINERY AND INDUSTRIAL EQUIPMENT MANUFACTURING
             10.5.1 MACHINERY AND INDUSTRIAL EQUIPMENT MANUFACTURING: MARKET DRIVERS
                    TABLE 58 MACHINERY AND INDUSTRIAL EQUIPMENT MANUFACTURING: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 59 MACHINERY AND INDUSTRIAL EQUIPMENT MANUFACTURING: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.6 PHARMACEUTICALS
             10.6.1 PHARMACEUTICALS: MARKET DRIVERS
                    TABLE 60 PHARMACEUTICALS: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 61 PHARMACEUTICALS: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.7 GOVERNMENT
             10.7.1 GOVERNMENT: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
                    TABLE 62 GOVERNMENT: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 63 GOVERNMENT: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     10.8 ENERGY AND UTILITIES
             10.8.1 ENERGY AND UTILITIES: MARKET DRIVERS
                    TABLE 64 ENERGY AND UTILITIES: MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
                    TABLE 65 ENERGY AND UTILITIES: MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)

11 SUPPLY CHAIN ANALYTICS MARKET, BY REGION (Page No. - 125)
     11.1 INTRODUCTION
          FIGURE 32 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD
          TABLE 66 MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)
          TABLE 67 MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)
     11.2 NORTH AMERICA
             11.2.1 NORTH AMERICA: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
             11.2.2 NORTH AMERICA: COVID-19 IMPACT
                    FIGURE 33 NORTH AMERICA: MARKET SNAPSHOT
                    TABLE 68 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 69 NORTH AMERICA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 70 NORTH AMERICA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 71 NORTH AMERICA: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 72 NORTH AMERICA: MARKET SIZE, BY SERVICE, 2014–2020 (USD MILLION)
                    TABLE 73 MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 74 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 75 NORTH AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 76 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 77 NORTH AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 78 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 79 NORTH AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 80 NORTH AMERICA: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 81 NORTH AMERICA: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 82 NORTH AMERICA: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 83 NORTH AMERICA: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
                    TABLE 84 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 85 NORTH AMERICA: MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
             11.2.3 UNITED STATES
                    TABLE 86 US: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 87 US: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 88 US: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 89 US: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 90 US: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 91 US: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 92 US: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 93 US: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 94 US: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 95 US: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 96 US: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 97 US: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 98 US: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 99 US: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 100 US: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 101 US: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.2.4 CANADA
                    TABLE 102 CANADA: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 103 CANADA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 104 CANADA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 105 CANADA: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 106 CANADA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 107 CANADA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 108 CANADA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 109 CANADA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 110 CANADA: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 111 CANADA: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 112 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 113 CANADA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 114 CANADA: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 115 CANADA: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 116 CANADA: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 117 CANADA: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
     11.3 EUROPE
             11.3.1 EUROPE: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
             11.3.2 EUROPE: COVID-19 IMPACT
                    TABLE 118 EUROPE: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 119 EUROPE: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 120 EUROPE: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 121 EUROPE: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 122 EUROPE: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 123 EUROPE: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 124 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 125 EUROPE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 126 EUROPE: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 127 EUROPE: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 128 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 129 EUROPE: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 130 EUROPE: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 131 EUROPE: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 132 EUROPE: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 133 EUROPE: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
                    TABLE 134 EUROPE: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 135 EUROPE: MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
             11.3.3 UNITED KINGDOM
                    TABLE 136 UK: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 137 UK: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 138 UK: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 139 UK: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 140 UK: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 141 UK: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 142 UK: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 143 UK: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 144 UK: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 145 UK: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 146 UK: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 147 UK: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 148 UK: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 149 UK: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 150 UK: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 151 EUROPE: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.3.4 GERMANY
                    TABLE 152 GERMANY: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 153 GERMANY: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 154 GERMANY: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 155 GERMANY: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 156 GERMANY: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 157 GERMANY: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 158 GERMANY: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 159 GERMANY: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 160 GERMANY: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 161 GERMANY: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 162 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 163 GERMANY: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 164 GERMANY: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 165 GERMANY: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 166 GERMANY: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 167 GERMANY: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.3.5 FRANCE
                    TABLE 168 FRANCE: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 169 FRANCE: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 170 FRANCE: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 171 FRANCE: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 172 FRANCE: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 173 FRANCE: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 174 FRANCE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 175 FRANCE: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 176 FRANCE: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 177 FRANCE: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 178 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 179 FRANCE: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 180 FRANCE: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 181 FRANCE: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 182 FRANCE: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 183 FRANCE: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.3.6 REST OF EUROPE
     11.4 ASIA PACIFIC
             11.4.1 ASIA PACIFIC: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
             11.4.2 ASIA PACIFIC: COVID-19 IMPACT
                    FIGURE 34 ASIA PACIFIC: MARKET SNAPSHOT
                    TABLE 184 APAC: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 185 APAC: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 186 APAC: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 187 APAC: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 188 APAC: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 189 APAC: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 190 APAC: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 191 APAC: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 192 APAC: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 193 APAC: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 194 APAC: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 195 APAC: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 196 APAC: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 197 APAC: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 198 APAC: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 199 APAC: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
                    TABLE 200 APAC: MARKET SIZE, BY COUNTRY, 2014–2019 (USD MILLION)
                    TABLE 201 APAC: MARKET SIZE, BY COUNTRY, 2019–2025 (USD MILLION)
             11.4.3 INDIA
                    TABLE 202 INDIA: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 203 INDIA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 204 INDIA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 205 INDIA: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 206 INDIA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 207 INDIA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 208 INDIA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 209 INDIA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 210 INDIA: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 211 INDIA: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 212 INDIA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 213 INDIA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 214 INDIA: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 215 INDIA: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 216 INDIA: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 217 INDIA: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.4.4 JAPAN
                    TABLE 218 JAPAN: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 219 JAPAN: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 220 JAPAN: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 221 JAPAN: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 222 JAPAN: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 223 JAPAN: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 224 JAPAN: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 225 JAPAN: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 226 JAPAN: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 227 JAPAN: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 228 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 229 JAPAN: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 230 JAPAN: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 231 JAPAN: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 232 JAPAN: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 233 JAPAN: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.4.5 CHINA
                    TABLE 234 CHINA: SUPPLY CHAIN ANALYTICS MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 235 CHINA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 236 CHINA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 237 CHINA: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 238 CHINA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 239 CHINA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 240 CHINA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 241 CHINA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 242 CHINA: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 243 CHINA: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 244 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 245 CHINA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 246 CHINA: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 247 CHINA: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 248 CHINA: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 249 CHINA: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.4.6 REST OF ASIA PACIFIC
     11.5 LATIN AMERICA
             11.5.1 LATIN AMERICA: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
             11.5.2 LATIN AMERICA: COVID-19 IMPACT
                    TABLE 250 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 251 LATIN AMERICA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 252 LATIN AMERICA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 253 LATIN AMERICA: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 254 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 255 LATIN AMERICA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 256 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 257 LATIN AMERICA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 258 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 259 LATIN AMERICA: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 260 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 261 LATIN AMERICA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 262 LATIN AMERICA: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 263 LATIN AMERICA: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 264 LATIN AMERICA: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 265 LATIN AMERICA: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.5.3 MEXICO
             11.5.4 BRAZIL
             11.5.5 ARGENTINA
             11.5.6 REST OF LATIN AMERICA
     11.6 MIDDLE EAST AND AFRICA
             11.6.1 MIDDLE EAST AND AFRICA: SUPPLY CHAIN ANALYTICS MARKET DRIVERS
             11.6.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT
                    TABLE 266 MEA: MARKET SIZE, BY COMPONENT, 2014–2019 (USD MILLION)
                    TABLE 267 MEA: MARKET SIZE, BY COMPONENT, 2019–2025 (USD MILLION)
                    TABLE 268 MEA: MARKET SIZE, BY SOFTWARE, 2014–2019 (USD MILLION)
                    TABLE 269 MEA: MARKET SIZE, BY SOFTWARE, 2019–2025 (USD MILLION)
                    TABLE 270 MEA: MARKET SIZE, BY SERVICE, 2014–2019 (USD MILLION)
                    TABLE 271 MEA: MARKET SIZE, BY SERVICE, 2019–2025 (USD MILLION)
                    TABLE 272 MEA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)
                    TABLE 273 MEA: MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)
                    TABLE 274 MEA: MARKET SIZE, BY DEPLOYMENT MODEL, 2014–2019 (USD MILLION)
                    TABLE 275 MEA: MARKET SIZE, BY DEPLOYMENT MODEL, 2019–2025 (USD MILLION)
                    TABLE 276 MEA: MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)
                    TABLE 277 MEA: MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)
                    TABLE 278 MEA: MARKET SIZE, BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)
                    TABLE 279 MEA: MARKET SIZE, BY INDUSTRY VERTICAL, 2019–2025 (USD MILLION)
                    TABLE 280 MEA: MARKET SIZE, BY TECHNOLOGY TYPE, 2014–2019 (USD MILLION)
                    TABLE 281 MEA: MARKET SIZE, BY TECHNOLOGY TYPE, 2019–2025 (USD MILLION)
             11.6.3 MIDDLE EAST
             11.6.4 AFRICA

12 COMPETITIVE LANDSCAPE (Page No. - 210)
     12.1 OVERVIEW
     12.2 COMPETITIVE LEADERSHIP MAPPING
             12.2.1 VISIONARIES
             12.2.2 INNOVATORS
             12.2.3 DYNAMIC DIFFERENTIATORS
             12.2.4 EMERGING COMPANIES
          FIGURE 35 SUPPLY CHAIN ANALYTICS MARKET (GLOBAL), COMPETITIVE LEADERSHIP MAPPING, 2018
     12.3 STRENGTH OF PRODUCT PORTFOLIO
          FIGURE 36 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN MARKET
     12.4 BUSINESS STRATEGY EXCELLENCE
          FIGURE 37 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN MARKET
     12.5 MARKET RANKING
          FIGURE 38 SAP LED THE MARKET IN 2017–2018
     12.6 START-UP COMPETITIVE LEADERSHIP MAPPING
             12.6.1 PROGRESSIVE COMPANIES
             12.6.2 RESPONSIVE COMPANIES
             12.6.3 DYNAMIC COMPANIES
             12.6.4 STARTING BLOCKS
                    FIGURE 39 SUPPLY CHAIN ANALYTICS MARKET (START-UP), COMPETITIVE LEADERSHIP MAPPING, 2018
     12.7 STRENGTH OF PRODUCT PORTFOLIO (STARTS-UPS)
          FIGURE 40 PRODUCT PORTFOLIO ANALYSIS OF TOP PLAYERS IN MARKET (START-UPS)
     12.8 BUSINESS STRATEGY EXCELLENCE (STARTS-UPS)
          FIGURE 41 BUSINESS STRATEGY EXCELLENCE OF TOP PLAYERS IN MARKET (START-UPS)
     12.9 COMPETITIVE SCENARIO
          FIGURE 42 KEY DEVELOPMENTS BY THE LEADING PLAYERS IN THE MARKET DURING 2017–2018
             12.9.1 NEW PRODUCT LAUNCHES AND ENHANCEMENTS
                    TABLE 282 NEW PRODUCT LAUNCHES AND ENHANCEMENTS, 2017–2018
             12.9.2 PARTNERSHIPS, COLLABORATIONS, AND AGREEMENTS
                    TABLE 283 PARTNERSHIPS, COLLABORATIONS, AND AGREEMENTS, 2016–2018
             12.9.3 MERGERS AND ACQUISITIONS
                    TABLE 284 MERGERS AND ACQUISITIONS, 2016–2017

13 COMPANY PROFILES (Page No. - 222)
(Business Overview, Software/Services/Solutions/Platforms Offered, Recent Developments, SWOT Analysis, and MnM View)*
     13.1 IBM
          FIGURE 43 IBM: COMPANY SNAPSHOT
          FIGURE 44 IBM: SWOT ANALYSIS
     13.2 ORACLE
          FIGURE 45 ORACLE: COMPANY SNAPSHOT
          FIGURE 46 ORACLE: SWOT ANALYSIS
     13.3 SAP
          FIGURE 47 SAP: COMPANY SNAPSHOT
          FIGURE 48 SAP: SWOT ANALYSIS
     13.4 SAS INSTITUTE
          FIGURE 49 SAS INSTITUTE: COMPANY SNAPSHOT
          FIGURE 50 SAS INSTITUTE: SWOT ANALYSIS
     13.5 INFOR
          FIGURE 51 INFOR: COMPANY SNAPSHOT
          FIGURE 52 INFOR: SWOT ANALYSIS
     13.6 MICROSTRATEGY
          FIGURE 53 MICROSTRATEGY: COMPANY SNAPSHOT
     13.7 SALESFORCE
          FIGURE 54 SALESFORCE: COMPANY SNAPSHOT
     13.8 SOFTWARE AG
          FIGURE 55 SOFTWARE AG: COMPANY SNAPSHOT
     13.9 CLOUDERA
          FIGURE 56 CLOUDERA: COMPANY SNAPSHOT
     13.10 DOMO
           FIGURE 57 DOMO: COMPANY SNAPSHOT
     13.11 ROSSLYN ANALYTICS
           FIGURE 58 ROSSLYN ANALYTICS: COMPANY SNAPSHOT
     13.12 SAVI TECHNOLOGY
     13.13 VOXWARE
     13.14 BRIDGEI2I
     13.15 AXWAY
           FIGURE 59 AXWAY: COMPANY SNAPSHOT
     13.16 1010DATA
     13.17 QLIK
     13.18 THE ANYLOGIC COMPANY
     13.19 ANTUIT
     13.20 LOGILITY
     13.21 TIBCO SOFTWARE
     13.22 TARGIT
     13.23 AIMMS
     13.24 RELEX SOLUTIONS
     13.25 DATAIKU
*Business Overview, Software/Services/Solutions/Platforms Offered, Recent Developments, SWOT Analysis, and MnM View might not be captured in case of unlisted companies.
     13.26 BLUEYONDER
     13.27 MANHATTAN ASSOCIATES
     13.28 DATAFACTZ

14 ADJACENT MARKET (Page No. - 282)
     14.1 AI IN SUPPLY CHAIN MARKET
             14.1.1 INTRODUCTION
                    TABLE 285 AI IN SUPPLY CHAIN MARKET SIZE, BY TYPE, 2015–2025 (USD MILLION)
                    TABLE 286 AI IN SUPPLY CHAIN MARKET SIZE, BY TECHNOLOGY, 2015–2025 (USD MILLION)
                    TABLE 287 AI IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2015–2025 (USD MILLION)
                    TABLE 288 AI IN SUPPLY CHAIN MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2025 (USD MILLION)
                    TABLE 289 AI IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2015–2025 (USD MILLION)
                    TABLE 290 AI IN SUPPLY CHAIN MARKET SIZE, BY COUNTRY, 2015–2025 (USD MILLION)
                    TABLE 291 AI IN SUPPLY CHAIN MARKET SIZE, EUROPE, BY REGION, 2015–2025 (USD MILLION)
                    TABLE 292 AI IN SUPPLY CHAIN MARKET SIZE, ASIA PACIFIC, BY REGION, 2015–2025 (USD MILLION)
                    TABLE 293 AI IN SUPPLY CHAIN MARKET SIZE, ROW, BY REGION, 2015–2025 (USD MILLION)
     14.2 BLOCKCHAIN IN SUPPLY CHAIN MARKET
             14.2.1 INTRODUCTION
                    TABLE 294 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE, BY REGION, 2016–2023 (USD MILLION)
                    TABLE 295 BLOCKCHAIN IN SUPPLY CHAIN MARKET, BY PROVIDER, 2016–2023 (USD MILLION)
                    TABLE 296 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE, BY APPLICATION, 2016–2023 (USD MILLION)
                    TABLE 297 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE, ROW, BY INDUSTRY VERTICAL, 2016–2023 (USD MILLION)
                    TABLE 298 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE IN NORTH AMERICA, BY COUNTRY, 2016–2023 (USD MILLION)
                    TABLE 299 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE IN EUROPE, BY COUNTRY, 2016–2023 (USD MILLION)
                    TABLE 300 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE IN APAC, BY COUNTRY, 2016–2023 (USD MILLION)
                    TABLE 301 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE IN LATIN AMERICA, BY COUNTRY, 2016–2023 (USD MILLION)
                    TABLE 302 BLOCKCHAIN IN SUPPLY CHAIN MARKET SIZE IN MIDDLE EAST AND AFRICA, BY COUNTRY, 2016–2023 (USD MILLION)
     14.3 PREDICTIVE ANALYTICS MARKET
             14.3.1 INTRODUCTION
                    TABLE 303 GLOBAL PREDICTIVE ANALYTICS MARKET SIZE AND GROWTH RATE, 2015-2022 (USD MILLION, Y-O-Y %)
                    TABLE 304 PREDICTIVE ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION)
                    TABLE 305 PREDICTIVE ANALYTICS MARKET SIZE, BY TYPE, 2015–2022 (USD MILLION)
                    TABLE 306 PREDICTIVE ANALYTICS MARKET SIZE, BY SERVICE, 2015–2022 (USD MILLION)
                    TABLE 307 PREDICTIVE ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015–2022 (USD MILLION)
                    TABLE 308 PREDICTIVE ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2015–2022 (USD MILLION)
                    TABLE 309 PREDICTIVE ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015–2022 (USD MILLION)
                    TABLE 310 PREDICTIVE ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 2015–2022 (USD MILLION)
     14.4 BIG DATA MARKET
             14.4.1 INTRODUCTION
                    TABLE 311 BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)
                    TABLE 312 BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                    TABLE 313 BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                    TABLE 314 BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                    TABLE 315 BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                    TABLE 316 BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
                    TABLE 317 NORTH AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                    TABLE 318 NORTH AMERICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                    TABLE 319 NORTH AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                    TABLE 320 NORTH AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                    TABLE 321 NORTH AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
                    TABLE 322 NORTH AMERICA: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
                    TABLE 323 EUROPE: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                    TABLE 324 EUROPE: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                    TABLE 325 EUROPE: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                    TABLE 326 EUROPE: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                    TABLE 327 EUROPE: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
                    TABLE 328 EUROPE: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
                    TABLE 329 ASIA PACIFIC: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                    TABLE 330 ASIA PACIFIC: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                    TABLE 331 ASIA PACIFIC: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                    TABLE 332 ASIA PACIFIC: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                    TABLE 333 ASIA PACIFIC: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
                    TABLE 334 ASIA PACIFIC: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
                    TABLE 335 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                    TABLE 336 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                    TABLE 337 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                    TABLE 338 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                    TABLE 339 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
                    TABLE 340 MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)
                    TABLE 341 LATIN AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)
                    TABLE 342 LATIN AMERICA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)
                    TABLE 343 LATIN AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)
                    TABLE 344 LATIN AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)
                    TABLE 345 LATIN AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION, 2018–2025 (USD MILLION)
                    TABLE 346 LATIN AMERICA: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)

15 APPENDIX (Page No. - 312)
     15.1 DISCUSSION GUIDE
     15.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     15.3 AVAILABLE CUSTOMIZATIONS
     15.4 RELATED REPORTS
     15.5 AUTHOR DETAILS

The study involves four major activities to estimate the current market size for supply chain analytics software and services. Exhaustive secondary research was done to collect information on the market, peer market, and parent market. The next step was to validate these findings, assumptions, and sizing with the industry experts across the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. Thereafter, market breakdown and data triangulation were used to estimate the market size of segments and subsegments.

Secondary Research

In the secondary research process, various secondary sources, such as Hoovers, Bloomberg BusinessWeek, and Dun & Bradstreet, have been referred to, to identify and collect information for this study. These secondary sources included annual reports; press releases and investor presentations of companies; white papers, certified publications, and articles by recognized authors; gold standard and silver standard websites; supply chain analytics technology, Research and Development (R&D) organizations; regulatory bodies; and databases.

Primary Research

Various primary sources from both supply and demand sides of the supply chain analytics market ecosystem were interviewed to obtain qualitative and quantitative information for this study. The primary sources from the supply side included industry experts, such as Chief Executive Officers (CEOs), Vice Presidents (VPs), marketing directors, technology and innovation directors, and related key executives from various vendors who provide the supply chain analytics software; associated service providers; and system integrators operating in the targeted regions. All possible parameters that affect the market covered in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. Following is the breakup of primary respondents:

Supply Chain Analytics Market Size, and Share

To know about the assumptions considered for the study, download the pdf brochure

Market Size Estimation

For making market estimates and forecasting the supply chain analytics market and the other dependent submarkets, top-down and bottom-up approaches were used. The bottom-up procedure was used to arrive at the overall market size of the global supply chain analytics market using key companies’ revenue and their offerings in the market. The research methodology used to estimate the market size includes the following:

  • The key players in the market have been identified through extensive secondary research.
  • The market size, in terms of value, has been determined through primary and secondary research processes.
  • All percentage shares, splits, and breakdowns have been determined using secondary sources and verified through primary sources.

Data Triangulation

With data triangulation and validation through primary interviews, the exact value of the overall parent market size was determined and confirmed using this study. The overall market size was then used in the top-down procedure to estimate the size of other individual markets via percentage splits of the market segmentation.

Report Objectives

  • To define, describe, and forecast the supply chain analytics market based on software, services, deployment models, organization size, industry verticals, and regions
  • To provide detailed information about the major factors (drivers, restraints, opportunities, and challenges) influencing the growth of the market
  • To analyze subsegments with respect to individual growth trends, prospects, and contributions to the total market
  • To analyze opportunities in the market for stakeholders and provide the competitive landscape of the market
  • To forecast the revenue of the market segments with respect to all the five major regions: North America, Europe, Asia Pacific (APAC), Middle East and Africa (MEA), and Latin America
  • To profile the key players and comprehensively analyze recent developments and their positioning related to the supply chain analytics market
  • To analyze competitive developments, such as mergers and acquisitions, new product developments, and Research and Development (R&D) activities, in the market

Available Customizations

With the given market data, MarketsandMarkets offers customizations as per the company’s specific needs. The following customization options are available for the report:

Product Analysis

  • Product matrix provides a detailed comparison of the product portfolio of each company

Company Information

  • Detailed analysis and profiling of additional market players up to 5
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Report Code
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Published ON
Jul, 2020
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