Control Towers Market Snapshot (2022 to 2032)

The Control Towers market is predicted to augment at a CAGR of 17.5% during the assessment period. The total market is projected to reach approximately US$ 40 Billion by 2032, up from a total value of US$ 8 Billion in 2022.

Owing to the increasing use of control towers to efficiently handle the expanding amounts of big data created by the value chain, North America accounts for the highest share of the global control towers market. Furthermore, the use of massive amounts of created data to get in-depth company insights is encouraging regional market growth.

In addition to that, Asia Pacific is predicted to see massive expansion throughout the projection period, due to the region's fast-growing economy. Various firms are increasingly implementing modern technology in their operations in order to successfully simplify their working processes.

Data Points Key Statistics
Expected Market Value (2022) US$ 8 Billion
Anticipated Forecast Value (2032) US$ 40 Billion
Projected Growth Rate (2022 to 2032) 17.5% CAGR

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Control Towers Demand Analysis (2017 to 2021) Vs Market Outlook (2022 to 2032)

The global demand for Control Towers is projected to increase at a CAGR of 17.5% during the forecast period between 2022 and 2032, reaching a total of US$ 40 Billion in 2032, according to a report from Future Market Insights (FMI). From 2017 to 2021, sales witnessed significant growth, registering a CAGR of 15%.

The rising requirement for effective centralized infrastructure and supply chain solutions with better security to boost operational efficiency and ensure data visibility can be linked to the widespread usage of control towers across numerous industrial sectors. In accordance with this, increased demand for information-sharing tools and control towers, which enable omnichannel access to information via smart devices, is a major development driver.

Moreover, the widespread adoption of artificial intelligence (AI), machine learning (ML), big data analytics, cloud-based, real-time analytics, and other technologies for generating intelligent, actionable insights, breaking down data silos, and improving lead times is fueling the market growth. This is bolstered further by the introduction of AI-driven resolution rooms and playbooks, in conjunction with supply chain apps, to enhance product flow and apply predictive modeling to third-party logistics. Furthermore, the widespread use of control towers in the healthcare sector for monitoring supplies and controlling medical equipment supplies for treatment processes is fueling market expansion.

Aside from that, strategic cooperation among key companies has resulted in the development of telematics-enabled control towers with real-time tracking systems, resulting in a strong market outlook.

Which are Some Prominent Drivers of Control Towers Market?

Big Data Analysis, Real-Time Analytics, and Cognitive Technologies are expected to drive Market Growth

With the globalization of the whole economy, the requirement for enhanced logistics and supply chain management methods has become unavoidable. The capacity of any supply management program to obtain, organize, and evaluate data is critical to its success.

Control tower solutions are in great demand from enterprises across a wide range of industries, and demand is growing rapidly. Numerous benefits given by these technologies, such as accurate forecasting and Business Intelligence (BI), help in supply chain efficiency, waste reduction, and revenue growth.

Businesses are seeking to use automated methods to disseminate information, evaluate and filter out customer input, and operate in these areas in order to function more effectively and efficiently across a wide range of sectors while cooperating with a wide range of partners.

To manage these brand-new, potentially priceless data sets, predictive analytics has been coded, and new big data science approaches have been developed. There are several methods to leverage big data in logistics and supply chains to improve procurement strategy.

Big data enhances the precision, transparency, and perspective of supplier networks, allowing supply chains to communicate more complicated information. These factors are expected to drive the control tower's market expansion throughout the estimated time period.

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Sudip Saha

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Which are the Trough Areas faced by the Control Towers Market?

Enterprises' Concerns about Data Security May Limit Market Growth

The biggest problem that may prevent a company from employing a control tower is data security. Inadequate or nonexistent security measures dramatically increase the risk of a cyberattack occurs.

A supply chain assault involves penetration or attack via a third-party supplier on an organization. If one of these firms has inadequate Cyber Security threat protection, it may wind up functioning as the point of entry for the whole supply chain. Due to the wide range of risks, a corporation's danger surface may be extremely complex.

Cyberattacks and data breaches can cause considerable damage to a corporation in the form of brand damage, cleaning costs, lost income, and other reasons.

Various cloud-based platforms may or may not be capable of ensuring data security and preventing unauthorized access to crucial information. Internet thieves, unauthorized users, and hackers may try to get this information, which might be detrimental to the business.

Region-Wise Insights

How will Control Towers Market Demand progress in the Asia Pacific?

Increasing Integration of AI and ML with Supply Chain Widening Profit Margins

During the projection period, the Asia Pacific Control Tower Market will soar at an astronomical rate.

In addition to monitoring, visibility, and alerting, supply chain control towers can leverage machine learning (ML) or artificial intelligence (AI) to provide insights. Professionals spend less time analyzing and sorting through large volumes of data. Artificial intelligence-powered supply chain control towers enable experts to connect with solutions using natural language.

As a result, the increasing integration of AI and ML with supply chain control towers assists experts in producing relevant and useful advice. The primary benefit of control towers for businesses is that they may use technological solutions, such as delivery management software, to get real-time order information without relying on a third party. Because of the enhanced visibility, the organization will have the knowledge it requires to know exactly what to do at each stage of the process.

The staff may use a control tower to undertake analysis to improve judgments, uncover process problems, and handle orders more efficiently depending on cycle times. Teams who monitor control towers can make better judgments based on the information provided by this technology. They also contribute to the dissemination of novel insights on their performance by gathering data from day-to-day delivery methods.

The region's supply chain and logistics business is growing, and the region's use of contemporary and digital technology is increasing. Supply chain management, or SCM, is the control of the flow of materials, information, and money involved with an item or service from raw material procurement to shipment to the ultimate site. Although the terms supply chain and logistics are frequently used interchangeably, logistics is simply one component of the supply chain.

China dominated the Asia Pacific Control Towers Market in 2021 and will continue to do the same over the assessment period. The Japanese and Indian markets are also expected to show lucrative growth prospects.

How attractive are Growth Prospects for Control Towers in North America?

Increasing Use of Transportation Management Systems and Third-Party Logistics Service Providers

The North American control towers market is anticipated to lead the sales during the forecast period.

The use of transportation management systems and third-party logistics service providers to manage certain portions of a company's transportation and logistics network has boosted the need for control towers in North America.

North American organizations are increasingly using techniques to handle the massive volumes of information created by value chains and use the data to develop business insights.

As companies explore methods to save costs and raise profitability, tough competition, and rising operational expenses are driving the use of control towers in the region's organized retail sector. Organizations in the region are increasingly adopting digitization and other cutting-edge technology.

North America is increasingly depending on its supply chains to develop more customer-centric growth engines while remaining resilient and responsible. The advent of new disruptive technologies and business models has created new opportunities for the control tower in the supply chain.

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Category-Wise Insights

Which is the Most Eminent Application for the Market?

The Supply Chain Segment to enhance Sales Prospects

In 2021, the supply chain prevailed with a stellar revenue share of the total market share. Many businesses are concentrating on implementing control towers to gain tight control over their supply chain, allowing them to plan for disruptions in inventory movement and deliver to their consumers what they want and when they want it online. Furthermore, supply chain control towers provide several benefits such as real-time monitoring, shipment delivery, cost analysis, and effective warehouse administration. Such variables are positive for segment growth.

The transportation category is expected to grow at a rapid pace throughout the projected period. Control towers typically give visibility into inbound and outbound shipments, as well as visibility into deliveries, ASN, on-time delivery, track and trace, freight expenditure, and other related information.

Automotive businesses are implementing cloud-based control tower technology to provide accurate information to their suppliers and to ensure the seamless execution of supply chain activities.

Why is the Operational Segment a key contributor to Market Sales?

The Operational Segment is likely to Drive Market Growth

In 2021, the operational segment accounted for a lion’s share of total revenue. Operational control towers are utilized for analysis as well as implementation. They notify authorized operators of any difficulties as they occur, allowing them to remedy the issue in real-time. Through the control tower system, operational control towers also provide end-to-end supply chain visibility and management. Furthermore, an operational control tower enables transparent control of corporate operations using predictive, analytical, and real-time applications, allowing businesses to make better operational choices.

On the other hand, the analytical segment is expected to grow at the quickest rate over the projection period. The analytical control tower's capacity to provide real-time analytics information is a crucial driver driving the segment's growth.

It can assist in the management and monitoring of choices and implementation across departments and enterprises in order to optimize the entire network.

Large volumes of data are collected and analyzed by analytical control towers, which then employ predictive analytics to automate decision-making.

Start-ups for Control Towers Market

From offering new and innovative product lines to consolidating their market presence, these aforementioned start-ups have left no stone unturned. Some specific instances of key Control Towers start-ups are as follows:

  • MIXMOVE is a Norwegian firm that provides the LIGHTHOUSE software platform for supply chain visibility. To reduce traffic congestion, the platform gives insights into effective transportation utilization for smart cities. The startup's warehouse and logistics solutions enable transparent planning and management of incoming and existing items. They trace each stage of package movement by centralizing all of the company's management systems, allowing for detailed data insights. This enables supply chain organizations to improve product visibility.
  • CHAOS, a Finnish firm, helps with urban planning by providing forecasting solutions for smart cities. The startup's technology combines crowd insights data with traditional real-estate data using artificial intelligence (AI) and machine learning. As a consequence, it generates trade marking indices at the city and neighborhood levels in order to forecast future demand changes and citizen preferences. Government agencies may utilize this technology to provide people-centered solutions for sustainable urban development.
  • SMSM Technologies is a Palestinian business that offers a lighting management solution for smart cities. The startup's management system uses the Internet of Things (IoT) and capacity remuneration mechanism (CRM) technology to enable remote control over municipal lighting towers. It then delivers real-time status information for assets such as controllers, lights, and sensors. The system also organizes and plans lighting operations and monitors lighting performance. Energy corporations use the startup's method to save money on energy and minimize CO2 emissions.

Market Competition

Leading firms are working on providing control towers that may assist enterprises in improving operational efficiency and improving work conditions. The majority of players are concentrating on initiatives such as collaborations to expand their product offerings. Key players in the Control Towers market are Blue Yonder Group, Inc., E2open, LLC, Elementum, Infor, Kinaxis, Coupa Software Inc., One Network Enterprises, PearlChain, SAP, and Viewlocity Technologies Pty Ltd.

Recent Developments:

  • In March 2022, Blue Yonder Group, Inc. established a relationship with Snowflake, a data cloud firm. The collaboration aims to improve access to diverse data for the supply chain management. Blue Yonder's Snowflake-powered Luminate Platform enables manufacturers, retailers, and third-party logistics providers to predict and resolve disruptions within their businesses in order to reduce risk and address supply chain challenges.

Report Scope

Report Attribute Details
Market Value in 2022 US$ 8 Billion
Market Value in 2032 US$ 40 Billion
Growth Rate CAGR of 17.5% from 2022 to 2032
Base Year for Estimation 2021
Historical Data 2017 to 2021
Forecast Period 2022 to 2032
Quantitative Units Revenue in US$ Billion and CAGR from 2022 to 2032
Report Coverage Revenue Forecast, Company Ranking, Competitive Landscape, Growth Factors, Trends, and Pricing Analysis
Segments Covered
  • Type
  • Application
  • End-use
  • Region
Regions Covered
  • North America
  • Latin America
  • Europe
  • Asia Pacific
  • Middle East and Africa
Key Countries Profiled
  • USA
  • Canada
  • Brazil
  • Mexico
  • Germany
  • United Kingdom
  • France
  • Spain
  • Italy
  • China
  • Japan
  • South Korea
  • India
  • Malaysia
  • Singapore
  • Australia
  • New Zealand
  • GCC Countries
  • South Africa
  • Israel
Key Companies Profiled
  • Blue Yonder Group, Inc.
  • E2open, LLC
  • Elementum
  • Infor
  • Kinaxis
  • Coupa Software Inc.
  • One Network Enterprises
  • PearlChain
  • SAP
  • Viewlocity Technologies Pty Ltd.
Customization Available Upon Request

Key Segments Profiled in the Control Towers Market Industry Survey

Control Towers Market by Type:

  • Analytical
  • Operational

Control Towers Market by Application:

  • Supply Chain
  • Transportation

Control Towers Market by End Use:

  • Aerospace & Defense
  • Chemicals
  • Retail & Consumer Goods
  • Healthcare
  • Manufacturing
  • High Technology Products
  • Others

Control Towers Market by Region:

  • North America Control Towers Market
  • Latin America Control Towers Market
  • Europe Control Towers Market
  • Asia Pacific Control Towers Market
  • Middle East & Africa Control Towers Market

Frequently Asked Questions

What is the anticipated growth of the control towers market until 2032?

FMI projects the global control towers market to expand at a 17.5% value CAGR by 2032

What is the estimated market value of control towers market expected in 2022?

The global control towers market is estimated at a market value of US$ 8 Billion

What is the estimated market value of control towers market expected in 2032?

The global control towers market is expected to garner a market value of US$ 40 Billion

Which region is forecast to be the most lucrative for control towers market growth?

North America is expected to be the most lucrative for control towers market growth.

Which are some prominent control towers manufacturers?

Blue Yonder Group, Inc., E2open, LLC, Elementum, Infor, Kinaxis, Coupa Software Inc., One Network Enterprises, PearlChain, SAP, and Viewlocity Technologies Pty Ltd., are some prominent control towers manufacturers

What is the expected market Outlook of Asia Pacific in the control towers market?

Asia Pacific is expected to soar at a CAGR of 16% during the forecast period.

What is the expected market forecast of Europe for control towers?

Europe is expected to grow at a CAGR of 13% market share for Control Towers during the forecast period.

Which type is expected to hold the largest market share for control towers in the forecast period 2022 to 2032?

The operational segment is expected to have the most traction for control towers in the forecast period 2022 to 2032.

Table of Content
1. Executive Summary | Control Towers Market
    1.1. Global Market Outlook
    1.2. Demand-side Trends
    1.3. Supply-side Trends
    1.4. Technology Roadmap Analysis
    1.5. Analysis and Recommendations
2. Market Overview
    2.1. Market Coverage / Taxonomy
    2.2. Market Definition / Scope / Limitations
3. Market Background
    3.1. Market Dynamics
        3.1.1. Drivers
        3.1.2. Restraints
        3.1.3. Opportunity
        3.1.4. Trends
    3.2. Scenario Forecast
        3.2.1. Demand in Optimistic Scenario
        3.2.2. Demand in Likely Scenario
        3.2.3. Demand in Conservative Scenario
    3.3. Opportunity Map Analysis
    3.4. Product Life Cycle Analysis
    3.5. Supply Chain Analysis
        3.5.1. Supply Side Participants and their Roles
            3.5.1.1. Producers
            3.5.1.2. Mid-Level Participants (Traders/ Agents/ Brokers)
            3.5.1.3. Wholesalers and Distributors
        3.5.2. Value Added and Value Created at Node in the Supply Chain
        3.5.3. List of Raw Material Suppliers
        3.5.4. List of Existing and Potential Buyers
    3.6. Investment Feasibility Matrix
    3.7. Value Chain Analysis
        3.7.1. Profit Margin Analysis
        3.7.2. Wholesalers and Distributors
        3.7.3. Retailers
    3.8. PESTLE and Porter’s Analysis
    3.9. Regulatory Landscape
        3.9.1. By Key Regions
        3.9.2. By Key Countries
    3.10. Regional Parent Market Outlook
    3.11. Production and Consumption Statistics
    3.12. Import and Export Statistics
4. Global Market Analysis 2017 to 2021 and Forecast, 2022 to 2032
    4.1. Historical Market Size Value (US$ Million) & Volume (Units) Analysis, 2017 to 2021
    4.2. Current and Future Market Size Value (US$ Million) & Volume (Units) Projections, 2022 to 2032
        4.2.1. Y-o-Y Growth Trend Analysis
        4.2.2. Absolute $ Opportunity Analysis
5. Global Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Type
    5.1. Introduction / Key Findings
    5.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Type, 2017 to 2021
    5.3. Current and Future Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Type, 2022 to 2032
        5.3.1. Analytical
        5.3.2. Operational
    5.4. Y-o-Y Growth Trend Analysis By Type, 2017 to 2021
    5.5. Absolute $ Opportunity Analysis By Type, 2022 to 2032
6. Global Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Application
    6.1. Introduction / Key Findings
    6.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Application, 2017 to 2021
    6.3. Current and Future Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Application, 2022 to 2032
        6.3.1. Supply Chain
        6.3.2. Transportation
    6.4. Y-o-Y Growth Trend Analysis By Application, 2017 to 2021
    6.5. Absolute $ Opportunity Analysis By Application, 2022 to 2032
7. Global Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By End-use
    7.1. Introduction / Key Findings
    7.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By End-use, 2017 to 2021
    7.3. Current and Future Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By End-use, 2022 to 2032
        7.3.1. Aerospace & Defense
        7.3.2. Chemicals
        7.3.3. Retail & Consumer Goods
        7.3.4. Healthcare
        7.3.5. Manufacturing
        7.3.6. High Technology Products
        7.3.7. Others
    7.4. Y-o-Y Growth Trend Analysis By End-use, 2017 to 2021
    7.5. Absolute $ Opportunity Analysis By End-use, 2022 to 2032
8. Global Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Region
    8.1. Introduction
    8.2. Historical Market Size Value (US$ Million) & Volume (Units) Analysis By Region, 2017 to 2021
    8.3. Current Market Size Value (US$ Million) & Volume (Units) Analysis and Forecast By Region, 2022 to 2032
        8.3.1. North America
        8.3.2. Latin America
        8.3.3. Europe
        8.3.4. Asia Pacific
        8.3.5. Middle East and Africa(MEA)
    8.4. Market Attractiveness Analysis By Region
9. North America Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Country
    9.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2017 to 2021
    9.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2022 to 2032
        9.2.1. By Country
            9.2.1.1. USA
            9.2.1.2. Canada
        9.2.2. By Type
        9.2.3. By Application
        9.2.4. By End-use
    9.3. Market Attractiveness Analysis
        9.3.1. By Country
        9.3.2. By Type
        9.3.3. By Application
        9.3.4. By End-use
    9.4. Key Takeaways
10. Latin America Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Country
    10.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2017 to 2021
    10.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2022 to 2032
        10.2.1. By Country
            10.2.1.1. Brazil
            10.2.1.2. Mexico
            10.2.1.3. Rest of Latin America
        10.2.2. By Type
        10.2.3. By Application
        10.2.4. By End-use
    10.3. Market Attractiveness Analysis
        10.3.1. By Country
        10.3.2. By Type
        10.3.3. By Application
        10.3.4. By End-use
    10.4. Key Takeaways
11. Europe Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Country
    11.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2017 to 2021
    11.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2022 to 2032
        11.2.1. By Country
            11.2.1.1. Germany
            11.2.1.2. United Kingdom
            11.2.1.3. France
            11.2.1.4. Spain
            11.2.1.5. Italy
            11.2.1.6. Rest of Europe
        11.2.2. By Type
        11.2.3. By Application
        11.2.4. By End-use
    11.3. Market Attractiveness Analysis
        11.3.1. By Country
        11.3.2. By Type
        11.3.3. By Application
        11.3.4. By End-use
    11.4. Key Takeaways
12. Asia Pacific Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Country
    12.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2017 to 2021
    12.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2022 to 2032
        12.2.1. By Country
            12.2.1.1. Malaysia
            12.2.1.2. India
            12.2.1.3. Thailand
            12.2.1.4. Singapore
            12.2.1.5. Rest of Asia Pacific
        12.2.2. By Type
        12.2.3. By Application
        12.2.4. By End-use
    12.3. Market Attractiveness Analysis
        12.3.1. By Country
        12.3.2. By Type
        12.3.3. By Application
        12.3.4. By End-use
    12.4. Key Takeaways
13. MEA Market Analysis 2017 to 2021 and Forecast 2022 to 2032, By Country
    13.1. Historical Market Size Value (US$ Million) & Volume (Units) Trend Analysis By Market Taxonomy, 2017 to 2021
    13.2. Market Size Value (US$ Million) & Volume (Units) Forecast By Market Taxonomy, 2022 to 2032
        13.2.1. By Country
            13.2.1.1. GCC Countries
            13.2.1.2. South Africa
            13.2.1.3. Israel
            13.2.1.4. Rest of Middle East and Africa(MEA)
        13.2.2. By Type
        13.2.3. By Application
        13.2.4. By End-use
    13.3. Market Attractiveness Analysis
        13.3.1. By Country
        13.3.2. By Type
        13.3.3. By Application
        13.3.4. By End-use
    13.4. Key Takeaways
14. Key Countries Market Analysis
    14.1. USA
        14.1.1. Pricing Analysis
        14.1.2. Market Share Analysis, 2021
            14.1.2.1. By Type
            14.1.2.2. By Application
            14.1.2.3. By End-use
    14.2. Canada
        14.2.1. Pricing Analysis
        14.2.2. Market Share Analysis, 2021
            14.2.2.1. By Type
            14.2.2.2. By Application
            14.2.2.3. By End-use
    14.3. Brazil
        14.3.1. Pricing Analysis
        14.3.2. Market Share Analysis, 2021
            14.3.2.1. By Type
            14.3.2.2. By Application
            14.3.2.3. By End-use
    14.4. Mexico
        14.4.1. Pricing Analysis
        14.4.2. Market Share Analysis, 2021
            14.4.2.1. By Type
            14.4.2.2. By Application
            14.4.2.3. By End-use
    14.5. Germany
        14.5.1. Pricing Analysis
        14.5.2. Market Share Analysis, 2021
            14.5.2.1. By Type
            14.5.2.2. By Application
            14.5.2.3. By End-use
    14.6. United Kingdom
        14.6.1. Pricing Analysis
        14.6.2. Market Share Analysis, 2021
            14.6.2.1. By Type
            14.6.2.2. By Application
            14.6.2.3. By End-use
    14.7. France
        14.7.1. Pricing Analysis
        14.7.2. Market Share Analysis, 2021
            14.7.2.1. By Type
            14.7.2.2. By Application
            14.7.2.3. By End-use
    14.8. Spain
        14.8.1. Pricing Analysis
        14.8.2. Market Share Analysis, 2021
            14.8.2.1. By Type
            14.8.2.2. By Application
            14.8.2.3. By End-use
    14.9. Italy
        14.9.1. Pricing Analysis
        14.9.2. Market Share Analysis, 2021
            14.9.2.1. By Type
            14.9.2.2. By Application
            14.9.2.3. By End-use
    14.10. Malaysia
        14.10.1. Pricing Analysis
        14.10.2. Market Share Analysis, 2021
            14.10.2.1. By Type
            14.10.2.2. By Application
            14.10.2.3. By End-use
    14.11. India
        14.11.1. Pricing Analysis
        14.11.2. Market Share Analysis, 2021
            14.11.2.1. By Type
            14.11.2.2. By Application
            14.11.2.3. By End-use
    14.12. Thailand
        14.12.1. Pricing Analysis
        14.12.2. Market Share Analysis, 2021
            14.12.2.1. By Type
            14.12.2.2. By Application
            14.12.2.3. By End-use
    14.13. Singapore
        14.13.1. Pricing Analysis
        14.13.2. Market Share Analysis, 2021
            14.13.2.1. By Type
            14.13.2.2. By Application
            14.13.2.3. By End-use
    14.14. GCC Countries
        14.14.1. Pricing Analysis
        14.14.2. Market Share Analysis, 2021
            14.14.2.1. By Type
            14.14.2.2. By Application
            14.14.2.3. By End-use
    14.15. South Africa
        14.15.1. Pricing Analysis
        14.15.2. Market Share Analysis, 2021
            14.15.2.1. By Type
            14.15.2.2. By Application
            14.15.2.3. By End-use
    14.16. Israel
        14.16.1. Pricing Analysis
        14.16.2. Market Share Analysis, 2021
            14.16.2.1. By Type
            14.16.2.2. By Application
            14.16.2.3. By End-use
15. Market Structure Analysis
    15.1. Competition Dashboard
    15.2. Competition Benchmarking
    15.3. Market Share Analysis of Top Players
        15.3.1. By Regional
        15.3.2. By Type
        15.3.3. By Application
        15.3.4. By End-use
16. Competition Analysis
    16.1. Competition Deep Dive
        16.1.1. Blue Yonder Group, Inc.
            16.1.1.1. Overview
            16.1.1.2. Product Portfolio
            16.1.1.3. Profitability by Market Segments
            16.1.1.4. Sales Footprint
            16.1.1.5. Strategy Overview
                16.1.1.5.1. Marketing Strategy
                16.1.1.5.2. Product Strategy
                16.1.1.5.3. Channel Strategy
        16.1.2. E2open, LLC
            16.1.2.1. Overview
            16.1.2.2. Product Portfolio
            16.1.2.3. Profitability by Market Segments
            16.1.2.4. Sales Footprint
            16.1.2.5. Strategy Overview
                16.1.2.5.1. Marketing Strategy
                16.1.2.5.2. Product Strategy
                16.1.2.5.3. Channel Strategy
        16.1.3. Elementum
            16.1.3.1. Overview
            16.1.3.2. Product Portfolio
            16.1.3.3. Profitability by Market Segments
            16.1.3.4. Sales Footprint
            16.1.3.5. Strategy Overview
                16.1.3.5.1. Marketing Strategy
                16.1.3.5.2. Product Strategy
                16.1.3.5.3. Channel Strategy
        16.1.4. Infor
            16.1.4.1. Overview
            16.1.4.2. Product Portfolio
            16.1.4.3. Profitability by Market Segments
            16.1.4.4. Sales Footprint
            16.1.4.5. Strategy Overview
                16.1.4.5.1. Marketing Strategy
                16.1.4.5.2. Product Strategy
                16.1.4.5.3. Channel Strategy
        16.1.5. Kinaxis
            16.1.5.1. Overview
            16.1.5.2. Product Portfolio
            16.1.5.3. Profitability by Market Segments
            16.1.5.4. Sales Footprint
            16.1.5.5. Strategy Overview
                16.1.5.5.1. Marketing Strategy
                16.1.5.5.2. Product Strategy
                16.1.5.5.3. Channel Strategy
        16.1.6. Coupa Software Inc.
            16.1.6.1. Overview
            16.1.6.2. Product Portfolio
            16.1.6.3. Profitability by Market Segments
            16.1.6.4. Sales Footprint
            16.1.6.5. Strategy Overview
                16.1.6.5.1. Marketing Strategy
                16.1.6.5.2. Product Strategy
                16.1.6.5.3. Channel Strategy
        16.1.7. One Network Enterprises
            16.1.7.1. Overview
            16.1.7.2. Product Portfolio
            16.1.7.3. Profitability by Market Segments
            16.1.7.4. Sales Footprint
            16.1.7.5. Strategy Overview
                16.1.7.5.1. Marketing Strategy
                16.1.7.5.2. Product Strategy
                16.1.7.5.3. Channel Strategy
        16.1.8. PearlChain
            16.1.8.1. Overview
            16.1.8.2. Product Portfolio
            16.1.8.3. Profitability by Market Segments
            16.1.8.4. Sales Footprint
            16.1.8.5. Strategy Overview
                16.1.8.5.1. Marketing Strategy
                16.1.8.5.2. Product Strategy
                16.1.8.5.3. Channel Strategy
        16.1.9. SAP
            16.1.9.1. Overview
            16.1.9.2. Product Portfolio
            16.1.9.3. Profitability by Market Segments
            16.1.9.4. Sales Footprint
            16.1.9.5. Strategy Overview
                16.1.9.5.1. Marketing Strategy
                16.1.9.5.2. Product Strategy
                16.1.9.5.3. Channel Strategy
        16.1.10. Viewlocity Technologies Pty Ltd.
            16.1.10.1. Overview
            16.1.10.2. Product Portfolio
            16.1.10.3. Profitability by Market Segments
            16.1.10.4. Sales Footprint
            16.1.10.5. Strategy Overview
                16.1.10.5.1. Marketing Strategy
                16.1.10.5.2. Product Strategy
                16.1.10.5.3. Channel Strategy
17. Assumptions & Acronyms Used
18. Research Methodology
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