Supply Chain Analytics Market Analysis North America, Europe, APAC, Middle East and Africa, South America - US, China, Germany, UK, France - Size and Forecast 2024-2028

Published: Dec 2023 Pages: 181 SKU: IRTNTR76885

Supply Chain Analytics Market 2024-2028 :

The supply chain analytics market size is estimated to grow at a CAGR of 19.28% between 2023 and 2028. The market size is forecast to increase by USD 10.38 billion. The growth of the market depends on several factors, including an increased need to improve business processes, rising e-commerce and omnichannel retailing and an increasing need to improve supply chain visibility. Supply chain analytics refers to the use of data analysis tools and techniques to gain insights, optimize processes, and make informed decisions within the supply chain. It involves collecting, processing, and analyzing data related to the various components of the supply chain, from procurement and production to distribution and logistics. The goal of supply chain analytics is to improve efficiency, reduce costs, enhance visibility, and ultimately contribute to better decision-making across the entire supply chain.

The report includes a comprehensive outlook on the supply chain analytics market offering forecasts for the industry segmented by Deployment, which comprises cloud-based and on-premises. Additionally, it categorizes End-user into retail, manufacturing, transportation, healthcare, and others and covers Region, including North America, APAC, Europe, Middle East and Africa, and South America. The report provides market size, historical data spanning from 2018 to 2022, and future projections, all presented in terms of value in USD billion for each of the mentioned segments.

What will be the size of the Supply Chain Analytics Market During the Forecast Period?

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Supply Chain Analytics Market Overview

Driver

The increasing need to improve supply chain visibility is notably driving market growth. Organizations desire better transparency for their orders, inventory, and shipment information. They also require information regarding all inbound and outbound processes. The adoption of supply chain software, along with analytics, helps organizations get better visibility with cross-functional access.  Companies can use supply chain analytics to monitor warehouses, partner responses, and customer needs for better-informed decisions. Vendors in the market have developed different types of software to optimize supply chain performance.

For instance, IBM has developed many software products to increase the effectiveness of supply chain analytics by using AI. Supply chain software can anticipate production flow and changes with the help of AI technologies. Thus, the benefits offered by supply chain analytics to improve supply chain visibility in different business sectors are expected to drive the demand for supply chain analytics, which will strengthen the growth of the global supply chain analytics market during the forecast period.

Trends

The emergence of procurement analytics is an emerging trend shaping market growth. Analytics is one of the emerging trends in the peer-to-peer (P2P) outsourcing market. Analytical solutions use statistical modelling tools and a methodology for an in-depth analysis of the procurement supply chain process. Advanced analytical tools, such as predictive analytics, provide insights connected to the procurement process by clustering numerous factors expected in the supply chain management systems. Further, procurement analytics help users streamline the procurement process and effectively manage their business.

For instance, procurement spend analysis from Anaplan enables procurement and finance users to automate the process of analyzing spend data from transactional systems (ERP + P2P) to generate future predictions that better estimate supplier expenditure and savings opportunities. Thus, the emergence of procurement analytics will accelerate the growth of the supply chain analytics market during the forecast period.

Restrain

Concerns associated with the implementation of supply chain analytics is a significant challenge hindering market growth. The application of analytics is difficult in supply chain networks that are becoming increasingly interconnected at the global level. This is because the coordination of demand and capacities between suppliers and customers is a complex task. Additionally, optimization is infeasible as the supply chain process involves so many key variables. The different B2B standards present are also evolving, causing SCM software vendors to support different business processes within a customer supply chain.

Therefore, market competition is no longer fought merely by individual enterprises but by the entire supply chains. This has increased the complexity of SCM software solutions, which negatively affects the growth of the global supply chain analytics market over the forecast period.

Supply Chain Analytics Market Segmentation By Deployment

The market share growth by the cloud-based segment will be significant during the forecast period. Cloud-based solutions allow organizations to scale their analytics infrastructure based on their evolving needs. Whether it handling increased data volumes or expanding analytics capabilities, the cloud provides on-demand resources. Cloud computing eliminates the need for substantial upfront investments in hardware and infrastructure. Organizations can use a pay-as-you-go model, paying only for the resources they consume.

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The cloud-based was the largest segment and was valued at USD 2.47 million in 2018. Cloud platforms provide the infrastructure to integrate data from various sources within the supply chain seamlessly. This integration enhances the accuracy and completeness of analytics by allowing a holistic view of the entire supply chain. In addition to that, cloud-based solutions often come with advanced analytics and machine learning (ML) capabilities. Organizations can leverage these tools to gain deeper insights, predict future trends, and optimize supply chain processes. Cloud-based solutions can be deployed more rapidly than traditional on-premises systems. This agility is beneficial for organizations looking to implement supply chain analytics quickly and respond promptly to changing business requirements. Thus, these factors will drive the growth of cloud-based deployment, which will boost the growth of the global supply chain analytic market during the forecast period.

Supply Chain Analytics Market Segmentation By End-user

Retailers use supply chain analytics to analyze historical sales data, market trends, and external factors to forecast demand accurately. This helps in optimizing inventory levels, reducing stockouts or excess inventory, and improving overall supply chain efficiency.  Analytics helps retailers understand customer preferences and behaviours. By analyzing customer data, retailers can personalize services, anticipate customer needs, and improve the overall customer experience, leading to increased customer loyalty. Thus, the use of supply chain analytics in demand forecasting, inventory management, order fulfilment optimization, and assortment planning will boost the growth of the retail segment and propel the global supply chain analytic market during the forecast period.

Regional Overview

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North America is estimated to contribute 38% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period. The supply chain analytic market is expected to grow in North America during the forecast period. North America, particularly the United States, is a hub for technological innovation. The continuous development of advanced analytics technologies, including artificial intelligence (AI), ML, and big data analytics, contributes to the adoption of sophisticated supply chain analytics solutions. Supply chains in North America have become more complex due to globalization, e-commerce growth, and evolving customer expectations. To navigate this complexity and optimize operations, businesses are turning to supply chain analytics for insights into demand, inventory, and logistics.

In addition, the surge in e-commerce activities has placed a significant strain on supply chain networks. Retailers and logistics companies are leveraging analytics to enhance order fulfilment processes, optimize inventory, and improve last-mile delivery efficiency to meet the demands of online consumers. Supply chain analytics helps in understanding customer preferences, optimizing inventory to meet demand, and ensuring timely delivery, contributing to a positive customer experience. Thus, these factors will enhance the growth of the supply chain analytic market in North America during the forecast period.

Supply Chain Analytics Market Customer Landscape

The Supply Chain Analytics Market report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their growth strategies.

Global Supply Chain Analytics Market Customer Landscape

Who are the Major Supply Chain Analytics Market Companies?

Companies are implementing various strategies, such as strategic alliances, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the market.

AIMMS BV - The company offers supply chain analytics which is an optimization software for supply chain network design, greenfield analysis and multi-objective scenario modeling.

American Software Inc. - The company offers supply chain analytics such as Logility digital supply chain platform, which enables one to seize new opportunities, sense and respond to changing market dynamics, and more profitably manage complex global supply chains.

Coupa Software Inc.- The company offers supply chain analytics with advantages such as Descriptive analytics, Predictive analytics, and Prescriptive analytics.

The research report also includes detailed analyses of the competitive landscape of the market and information about 20 market companies, including:

  1. Anaplan Inc.
  2. Domo Inc.
  3. International Business Machines Corp.
  4. Kinaxis Inc.
  5. Manhattan Associates Inc.
  6. MicroStrategy Inc.
  7. NB Ventures Inc.
  8. NTT DATA Corp.
  9. Oracle Corp.
  10. Panasonic Holdings Corp.
  11. Salesforce Inc.
  12. SAP SE
  13. SAS Institute Inc.
  14. TARGIT AS
  15. Teradata Corp.
  16. TIBCO Software Inc.
  17. Infor Inc.

Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key market players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.

Segment Overview

The supply chain analytics market report forecasts market growth by revenue at global, regional & country levels and provides an analysis of the latest trends and growth opportunities from 2018 to 2022

  • Deployment Outlook
    • Cloud-based
    • On-premises
  • End-user Outlook
    • Retail
    • Manufacturing
    • Transportation
    • Healthcare
    • Others
  • Region Outlook
    • North America
      • The U.S.
      • Canada
    • South America
      • Chile
      • Brazil
      • Argentina 
    • Europe
      • The U.K.
      • Germany
      • France
      • Rest of Europe
    • APAC
      • China
      • India
    • Middle East & Africa
      • Saudi Arabia
      • South Africa
      • Rest of the Middle East & Africa

Supply Chain Analytics Market Scope

Report Coverage

Details

Page number

181

Base year

2023

Historic period

 2018-2022

Forecast period

2024-2028

Growth momentum & CAGR

Accelerate at a CAGR of 19.28%

Market Growth 2024-2028

USD 10.38 billion

Market structure

Fragmented

YoY growth 2023-2024(%)

15.83

Regional analysis

North America, Europe, APAC, Middle East and Africa, and South America

Performing market contribution

North America at 38%

Key countries

US, China, Germany, UK, and France

Competitive landscape

Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks

Key companies profiled

AIMMS BV, American Software Inc., Anaplan Inc., Coupa Software Inc., Domo Inc., International Business Machines Corp., Kinaxis Inc., Manhattan Associates Inc., MicroStrategy Inc., NB Ventures Inc., NTT DATA Corp., Oracle Corp., Panasonic Holdings Corp., Salesforce Inc., SAP SE, SAS Institute Inc., TARGIT AS, Teradata Corp., TIBCO Software Inc., and Infor Inc.

Market dynamics

Parent market analysis, Market growth inducers and obstacles, Fast-growing and slow-growing segment analysis, COVID-19 impact and recovery analysis and future consumer dynamics, Market condition analysis for the forecast period. 

Customization purview

If our report has not included the data that you are looking for, you can reach out to our analysts and get segments customized.

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What are the Key Data Covered in this Supply Chain Analytics Market Research Report?

  • CAGR of the market during the forecast period
  • Detailed information on factors that will drive the growth of the market between 2024 and 2028
  • Precise estimation of the market  size and its contribution of the market in focus to the parent market
  • Accurate predictions about upcoming trends and changes in consumer behavior
  • Growth of the market across North America, Europe, APAC, Middle East and Africa, and South America
  • A thorough analysis of the market’s competitive landscape and detailed information about companies
  • Comprehensive analysis of factors that will challenge the growth of market companies 

We can help! Our analysts can customize this market research report to meet your requirements. 

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1 Executive Summary

  • 1.1 Market overview
    • Exhibit 01: Executive Summary – Chart on Market Overview
    • Exhibit 02: Executive Summary – Data Table on Market Overview
    • Exhibit 03: Executive Summary – Chart on Global Market Characteristics
    • Exhibit 04: Executive Summary – Chart on Market by Geography
    • Exhibit 05: Executive Summary – Chart on Market Segmentation by Deployment
    • Exhibit 06: Executive Summary – Chart on Market Segmentation by End-user
    • Exhibit 07: Executive Summary – Chart on Incremental Growth
    • Exhibit 08: Executive Summary – Data Table on Incremental Growth
    • Exhibit 09: Executive Summary – Chart on Vendor Market Positioning

2 Market Landscape

  • 2.1 Market ecosystem
    • Exhibit 10: Parent market
    • Exhibit 11: Market Characteristics

3 Market Sizing

  • 3.1 Market definition
    • Exhibit 12: Offerings of vendors included in the market definition
  • 3.2 Market segment analysis
    • Exhibit 13: Market segments
  • 3.3 Market size 2023
    • 3.4 Market outlook: Forecast for 2023-2028
      • Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
      • Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

    4 Historic Market Size

    • 4.1 Global supply chain analytics market 2018 - 2022
      • Exhibit 18: Historic Market Size – Data Table on global supply chain analytics market 2018 - 2022 ($ billion)
    • 4.2 Deployment Segment Analysis 2018 - 2022
      • Exhibit 19: Historic Market Size – Deployment Segment 2018 - 2022 ($ billion)
    • 4.3 End-user Segment Analysis 2018 - 2022
      • Exhibit 20: Historic Market Size – End-user Segment 2018 - 2022 ($ billion)
    • 4.4 Geography Segment Analysis 2018 - 2022
      • Exhibit 21: Historic Market Size – Geography Segment 2018 - 2022 ($ billion)
    • 4.5 Country Segment Analysis 2018 - 2022
      • Exhibit 22: Historic Market Size – Country Segment 2018 - 2022 ($ billion)

    5 Five Forces Analysis

    • 5.1 Five forces summary
      • Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
    • 5.2 Bargaining power of buyers
      • Exhibit 24: Chart on Bargaining power of buyers – Impact of key factors 2023 and 2028
    • 5.3 Bargaining power of suppliers
      • Exhibit 25: Bargaining power of suppliers – Impact of key factors in 2023 and 2028
    • 5.4 Threat of new entrants
      • Exhibit 26: Threat of new entrants – Impact of key factors in 2023 and 2028
    • 5.5 Threat of substitutes
      • Exhibit 27: Threat of substitutes – Impact of key factors in 2023 and 2028
    • 5.6 Threat of rivalry
      • Exhibit 28: Threat of rivalry – Impact of key factors in 2023 and 2028
    • 5.7 Market condition
      • Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

    6 Market Segmentation by Deployment

    • 6.1 Market segments
      • Exhibit 30: Chart on Deployment - Market share 2023-2028 (%)
      • Exhibit 31: Data Table on Deployment - Market share 2023-2028 (%)
    • 6.2 Comparison by Deployment
      • Exhibit 32: Chart on Comparison by Deployment
      • Exhibit 33: Data Table on Comparison by Deployment
    • 6.3 Cloud-based - Market size and forecast 2023-2028
      • Exhibit 34: Chart on Cloud-based - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 35: Data Table on Cloud-based - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 36: Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
      • Exhibit 37: Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
    • 6.4 On-premises - Market size and forecast 2023-2028
      • Exhibit 38: Chart on On-premises - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 39: Data Table on On-premises - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 40: Chart on On-premises - Year-over-year growth 2023-2028 (%)
      • Exhibit 41: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
    • 6.5 Market opportunity by Deployment
      • Exhibit 42: Market opportunity by Deployment ($ billion)
      • Exhibit 43: Data Table on Market opportunity by Deployment ($ billion)

    7 Market Segmentation by End-user

    • 7.1 Market segments
      • Exhibit 44: Chart on End-user - Market share 2023-2028 (%)
      • Exhibit 45: Data Table on End-user - Market share 2023-2028 (%)
    • 7.2 Comparison by End-user
      • Exhibit 46: Chart on Comparison by End-user
      • Exhibit 47: Data Table on Comparison by End-user
    • 7.3 Retail - Market size and forecast 2023-2028
      • Exhibit 48: Chart on Retail - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 49: Data Table on Retail - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 50: Chart on Retail - Year-over-year growth 2023-2028 (%)
      • Exhibit 51: Data Table on Retail - Year-over-year growth 2023-2028 (%)
    • 7.4 Manufacturing - Market size and forecast 2023-2028
      • Exhibit 52: Chart on Manufacturing - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 53: Data Table on Manufacturing - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 54: Chart on Manufacturing - Year-over-year growth 2023-2028 (%)
      • Exhibit 55: Data Table on Manufacturing - Year-over-year growth 2023-2028 (%)
    • 7.5 Transportation - Market size and forecast 2023-2028
      • Exhibit 56: Chart on Transportation - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 57: Data Table on Transportation - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 58: Chart on Transportation - Year-over-year growth 2023-2028 (%)
      • Exhibit 59: Data Table on Transportation - Year-over-year growth 2023-2028 (%)
    • 7.6 Healthcare - Market size and forecast 2023-2028
      • Exhibit 60: Chart on Healthcare - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 61: Data Table on Healthcare - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 62: Chart on Healthcare - Year-over-year growth 2023-2028 (%)
      • Exhibit 63: Data Table on Healthcare - Year-over-year growth 2023-2028 (%)
    • 7.7 Others - Market size and forecast 2023-2028
      • Exhibit 64: Chart on Others - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 65: Data Table on Others - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 66: Chart on Others - Year-over-year growth 2023-2028 (%)
      • Exhibit 67: Data Table on Others - Year-over-year growth 2023-2028 (%)
    • 7.8 Market opportunity by End-user
      • Exhibit 68: Market opportunity by End-user ($ billion)
      • Exhibit 69: Data Table on Market opportunity by End-user ($ billion)

    8 Customer Landscape

    • 8.1 Customer landscape overview
      • Exhibit 70: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

    9 Geographic Landscape

    • 9.1 Geographic segmentation
      • Exhibit 71: Chart on Market share by geography 2023-2028 (%)
      • Exhibit 72: Data Table on Market share by geography 2023-2028 (%)
    • 9.2 Geographic comparison
      • Exhibit 73: Chart on Geographic comparison
      • Exhibit 74: Data Table on Geographic comparison
    • 9.3 North America - Market size and forecast 2023-2028
      • Exhibit 75: Chart on North America - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 76: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 77: Chart on North America - Year-over-year growth 2023-2028 (%)
      • Exhibit 78: Data Table on North America - Year-over-year growth 2023-2028 (%)
    • 9.4 Europe - Market size and forecast 2023-2028
      • Exhibit 79: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 80: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 81: Chart on Europe - Year-over-year growth 2023-2028 (%)
      • Exhibit 82: Data Table on Europe - Year-over-year growth 2023-2028 (%)
    • 9.5 APAC - Market size and forecast 2023-2028
      • Exhibit 83: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 84: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 85: Chart on APAC - Year-over-year growth 2023-2028 (%)
      • Exhibit 86: Data Table on APAC - Year-over-year growth 2023-2028 (%)
    • 9.6 Middle East and Africa - Market size and forecast 2023-2028
      • Exhibit 87: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 88: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 89: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
      • Exhibit 90: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
    • 9.7 South America - Market size and forecast 2023-2028
      • Exhibit 91: Chart on South America - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 92: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 93: Chart on South America - Year-over-year growth 2023-2028 (%)
      • Exhibit 94: Data Table on South America - Year-over-year growth 2023-2028 (%)
    • 9.8 US - Market size and forecast 2023-2028
      • Exhibit 95: Chart on US - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 96: Data Table on US - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 97: Chart on US - Year-over-year growth 2023-2028 (%)
      • Exhibit 98: Data Table on US - Year-over-year growth 2023-2028 (%)
    • 9.9 China - Market size and forecast 2023-2028
      • Exhibit 99: Chart on China - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 100: Data Table on China - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 101: Chart on China - Year-over-year growth 2023-2028 (%)
      • Exhibit 102: Data Table on China - Year-over-year growth 2023-2028 (%)
    • 9.10 Germany - Market size and forecast 2023-2028
      • Exhibit 103: Chart on Germany - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 104: Data Table on Germany - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 105: Chart on Germany - Year-over-year growth 2023-2028 (%)
      • Exhibit 106: Data Table on Germany - Year-over-year growth 2023-2028 (%)
    • 9.11 UK - Market size and forecast 2023-2028
      • Exhibit 107: Chart on UK - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 108: Data Table on UK - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 109: Chart on UK - Year-over-year growth 2023-2028 (%)
      • Exhibit 110: Data Table on UK - Year-over-year growth 2023-2028 (%)
    • 9.12 France - Market size and forecast 2023-2028
      • Exhibit 111: Chart on France - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 112: Data Table on France - Market size and forecast 2023-2028 ($ billion)
      • Exhibit 113: Chart on France - Year-over-year growth 2023-2028 (%)
      • Exhibit 114: Data Table on France - Year-over-year growth 2023-2028 (%)
    • 9.13 Market opportunity by geography
      • Exhibit 115: Market opportunity by geography ($ billion)
      • Exhibit 116: Data Tables on Market opportunity by geography ($ billion)

    10 Drivers, Challenges, and Trends

    • 10.1 Market drivers
      • 10.2 Market challenges
        • 10.3 Impact of drivers and challenges
          • Exhibit 117: Impact of drivers and challenges in 2023 and 2028
        • 10.4 Market trends

          11 Vendor Landscape

          • 11.1 Overview
            • 11.2 Vendor landscape
              • Exhibit 118: Overview on Criticality of inputs and Factors of differentiation
            • 11.3 Landscape disruption
              • Exhibit 119: Overview on factors of disruption
            • 11.4 Industry risks
              • Exhibit 120: Impact of key risks on business

            12 Vendor Analysis

            • 12.1 Vendors covered
              • Exhibit 121: Vendors covered
            • 12.2 Market positioning of vendors
              • Exhibit 122: Matrix on vendor position and classification
            • 12.3 AIMMS BV
              • Exhibit 123: AIMMS BV - Overview
              • Exhibit 124: AIMMS BV - Product / Service
              • Exhibit 125: AIMMS BV - Key offerings
            • 12.4 American Software Inc.
              • Exhibit 126: American Software Inc. - Overview
              • Exhibit 127: American Software Inc. - Business segments
              • Exhibit 128: American Software Inc. - Key offerings
              • Exhibit 129: American Software Inc. - Segment focus
            • 12.5 Coupa Software Inc.
              • Exhibit 130: Coupa Software Inc. - Overview
              • Exhibit 131: Coupa Software Inc. - Product / Service
              • Exhibit 132: Coupa Software Inc. - Key offerings
            • 12.6 Domo Inc.
              • Exhibit 133: Domo Inc. - Overview
              • Exhibit 134: Domo Inc. - Key offerings
            • 12.7 Infor Inc.
              • Exhibit 135: Infor Inc. - Overview
              • Exhibit 136: Infor Inc. - Product / Service
              • Exhibit 137: Infor Inc. - Key news
              • Exhibit 138: Infor Inc. - Key offerings
            • 12.8 International Business Machines Corp.
              • Exhibit 139: International Business Machines Corp. - Overview
              • Exhibit 140: International Business Machines Corp. - Business segments
              • Exhibit 141: International Business Machines Corp. - Key news
              • Exhibit 142: International Business Machines Corp. - Key offerings
              • Exhibit 143: International Business Machines Corp. - Segment focus
            • 12.9 Kinaxis Inc.
              • Exhibit 144: Kinaxis Inc. - Overview
              • Exhibit 145: Kinaxis Inc. - Product / Service
              • Exhibit 146: Kinaxis Inc. - Key offerings
            • 12.10 Manhattan Associates Inc.
              • Exhibit 147: Manhattan Associates Inc. - Overview
              • Exhibit 148: Manhattan Associates Inc. - Business segments
              • Exhibit 149: Manhattan Associates Inc. - Key news
              • Exhibit 150: Manhattan Associates Inc. - Key offerings
              • Exhibit 151: Manhattan Associates Inc. - Segment focus
            • 12.11 Oracle Corp.
              • Exhibit 152: Oracle Corp. - Overview
              • Exhibit 153: Oracle Corp. - Business segments
              • Exhibit 154: Oracle Corp. - Key news
              • Exhibit 155: Oracle Corp. - Key offerings
              • Exhibit 156: Oracle Corp. - Segment focus
            • 12.12 Panasonic Holdings Corp.
              • Exhibit 157: Panasonic Holdings Corp. - Overview
              • Exhibit 158: Panasonic Holdings Corp. - Product / Service
              • Exhibit 159: Panasonic Holdings Corp. - Key news
              • Exhibit 160: Panasonic Holdings Corp. - Key offerings
            • 12.13 Salesforce Inc.
              • Exhibit 161: Salesforce Inc. - Overview
              • Exhibit 162: Salesforce Inc. - Product / Service
              • Exhibit 163: Salesforce Inc. - Key news
              • Exhibit 164: Salesforce Inc. - Key offerings
            • 12.14 SAP SE
              • Exhibit 165: SAP SE - Overview
              • Exhibit 166: SAP SE - Business segments
              • Exhibit 167: SAP SE - Key news
              • Exhibit 168: SAP SE - Key offerings
              • Exhibit 169: SAP SE - Segment focus
            • 12.15 SAS Institute Inc.
              • Exhibit 170: SAS Institute Inc. - Overview
              • Exhibit 171: SAS Institute Inc. - Product / Service
              • Exhibit 172: SAS Institute Inc. - Key news
              • Exhibit 173: SAS Institute Inc. - Key offerings
            • 12.16 Teradata Corp.
              • Exhibit 174: Teradata Corp. - Overview
              • Exhibit 175: Teradata Corp. - Business segments
              • Exhibit 176: Teradata Corp. - Key offerings
              • Exhibit 177: Teradata Corp. - Segment focus
            • 12.17 TIBCO Software Inc.
              • Exhibit 178: TIBCO Software Inc. - Overview
              • Exhibit 179: TIBCO Software Inc. - Product / Service
              • Exhibit 180: TIBCO Software Inc. - Key offerings

            13 Appendix

            • 13.1 Scope of the report
              • 13.2 Inclusions and exclusions checklist
                • Exhibit 181: Inclusions checklist
                • Exhibit 182: Exclusions checklist
              • 13.3 Currency conversion rates for US$
                • Exhibit 183: Currency conversion rates for US$
              • 13.4 Research methodology
                • Exhibit 184: Research methodology
                • Exhibit 185: Validation techniques employed for market sizing
                • Exhibit 186: Information sources
              • 13.5 List of abbreviations
                • Exhibit 187: List of abbreviations

              Research Framework

              Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.

              INFORMATION SOURCES

              Primary sources

              • Manufacturers and suppliers
              • Channel partners
              • Industry experts
              • Strategic decision makers

              Secondary sources

              • Industry journals and periodicals
              • Government data
              • Financial reports of key industry players
              • Historical data
              • Press releases

              DATA ANALYSIS

              Data Synthesis

              • Collation of data
              • Estimation of key figures
              • Analysis of derived insights

              Data Validation

              • Triangulation with data models
              • Reference against proprietary databases
              • Corroboration with industry experts

              REPORT WRITING

              Qualitative

              • Market drivers
              • Market challenges
              • Market trends
              • Five forces analysis

              Quantitative

              • Market size and forecast
              • Market segmentation
              • Geographical insights
              • Competitive landscape

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              Key Questions Answered

              • What are the key global market and the regional market share?
              • What are the revenue-generating key market segments?
              • What are the key factors driving and challenging this market’s growth?
              • Who are the key market vendors and their growth strategies?
              • What are the latest trends influencing the growth of this market?
              • What are the variables influencing the market growth in the primary regions?
              • What are the factors influencing the growth of the parent market?

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