Commodity Trading, Transaction And Risk Management (CTRM) Software Market Commodity Trading, Transaction And Risk Management (CTRM) Software Market By Type (Cloud Based, Web Based), Application (Large Enterprises, SMEs), & Region for 2024-2031

Report ID: 244779|No. of Pages: 202

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Commodity Trading, Transaction And Risk Management (CTRM) Software Market Commodity Trading, Transaction And Risk Management (CTRM) Software Market By Type (Cloud Based, Web Based), Application (Large Enterprises, SMEs), & Region for 2024-2031

Report ID: 244779|Published Date: May 2024|No. of Pages: 202|Base Year for Estimate: CAGR of  ~8.8% from 2024 to 2031|Format:   Report available in PDF formatReport available in Excel Format

Commodity Trading, Transaction And Risk Management (CTRM) Software Market Valuation – 2024-2031

Rising commodity demand across industries and trading organizations face higher complications in managing transactions and avoiding risks. As a result, there is a demand for advanced CTRM software solutions that may expedite operations, improve transparency, and provide real-time insights into market patterns and risk exposure expansion to surpass revenue of USD 7.0 Billion in 2024 and reach USD 13.8 Billion by 2031.

Furthermore, the use of digital technology, combined with the need for real-time data analytics, is a primary driving force behind the Commodity Trading, Transaction, and Risk Management (CTRM) software industry. As businesses struggle to remain competitive in an ever-changing, data-centric trading market, the integration of modern technology allows them to increase operational efficiency, decision-making processes, and risk management in real-time is expected to rise steadily in the coming years to grow at a CAGR of about  8.8% from 2024 to 2031.

Commodity Trading, Transaction And Risk Management (CTRM) Software Market is estimated to grow at a CAGR of 8.8% & reach USD 13.8 Bn by the end of 2031

Commodity Trading, Transaction And Risk Management (CTRM) Software Market: Definition/ Overview

Commodities trading, transaction, and risk management (CTRM) software is a specialized platform that allows for the complete management of commodities trading activities, such as deal execution, logistics, and risk reduction. These solutions expedite processes, improve decision-making, and optimize trading operations for commodity corporations in a variety of industries, including energy, agriculture, and metals.

The future of CTRM software lies in its continued evolution to include advanced analytics, artificial intelligence, and blockchain technology to improve transparency, efficiency, and risk management capabilities within the commodity trading ecosystem, allowing firms to adapt to market volatility and regulatory changes while driving innovation and competitive advantage.

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Will the Increasing Complexities in Transaction Management and Risk Avoidance  Fuel the Growth of Commodity Trading, Transaction and Risk Management (CTRM) Software Market?

The growing complexities of transaction management and risk avoidance are predicted to drive the commodity trading, transaction, and risk management (CTRM) software market for a variety of reasons. For starters, as global commodity markets become more integrated and turbulent, trading organizations confront increasing challenges in handling transactions across many commodities, locations, and counterparties. This complexity needs cutting-edge software solutions that can streamline trade execution, optimize logistics, and guarantee timely settlement.

Increasing prevalence of geopolitical conflicts, supply chain interruptions, and regulatory changes highlights the significance of good risk management measures in commodity trading organizations. CTRM software provides comprehensive capabilities for recognizing, assessing, and mitigating risks across multiple dimensions, such as market, credit, operational, and regulatory risks. CTRM software helps trading organizations make informed decisions and overcome uncertainty by delivering real-time information and scenario analysis capabilities.

Also, the implementation of cutting-edge technology such as artificial intelligence, machine learning, and blockchain into CTRM software transforms risk management and operational efficiency. These advancements enable predictive analytics for better decision-making, automate workflows for more efficient operations, and improve transaction security. As trading businesses recognize the importance of technology in risk mitigation and operational optimization, demand for CTRM software solutions is expected to rise. This increased demand represents a purposeful investment in efficiency, compliance, and adaptability, which will drive significant market expansion in the near future.

Furthermore, supply chain disruptions and rigorous environmental laws are important drivers of growth in the commodity trading, transaction, and risk management (CTRM) software market. As global supply chains become more complicated and susceptible to interruptions, trading firms want comprehensive CTRM solutions to improve inventory management, reduce supply chain risks, and assure business continuity. Additionally, increasing environmental rules place higher compliance requirements on trading activities, demanding modern CTRM software for monitoring emissions, maintaining sustainability measures, and assuring regulatory compliance. These problems highlight CTRM software’s vital role in negotiating supply chain uncertainty and environmental compliance, which is driving adoption and market expansion across a wide range of industries.

Will Increasing Difficulties in Consolidating Data from Multiple Sources Hamper the Growth of the Commodity Trading, Transaction And Risk Management (CTRM) Software Market?

The efficient data collection is essential for CTRM software to give accurate insights, enable informed decision-making, and assure regulatory compliance. However, when trading organizations deal with massive amounts of data from a variety of sources, including internal systems, market data providers, counterparties, and regulatory authorities, the process of consolidating and integrating this data becomes more complex and time-consuming.

Data consolidation challenges might develop as a result of divergent data formats, inconsistent data quality, and compatibility concerns between various systems and platforms. Additionally, legal constraints for data privacy, security, and reporting complicate data consolidation attempts, forcing trading firms to navigate a tangle of regulatory frameworks and compliance standards.

Failure to successfully address issues in combining data from numerous sources may result in data silos, missing or erroneous data, and inefficiencies in data processing and analysis. This will limit CTRM software’s capacity to give timely insights, refine trading strategies, and effectively reduce risks, reducing its value proposition for trading businesses. In a competitive and dynamic trading environment, such constraints may hinder the adoption and expansion of CTRM software, preventing trading firms from realizing its full potential for operational efficiency and profitability. As a result, addressing data consolidation difficulties is critical for harnessing CTRM software’s transformational benefits and maintaining its long-term relevance and market success.

Category-Wise Acumens

Will Increasing Demand for Cloud-Based Software Boost the Commodity Trading, Transaction And Risk Management (CTRM) Software Market?

Rising demand for cloud-based software is likely to significantly increase the commodity trading, transaction, and risk management (CTRM) software market. Cloud-based solutions provide various benefits that meet the increasing needs of commodity trading organizations. For starters, they save money by eliminating the need for upfront infrastructure investments and ongoing maintenance costs, making advanced CTRM capabilities available to a wider range of businesses, including those with modest IT budgets.

The scalability provided by cloud-based CTRM software is a crucial driver of market growth since it allows trading organizations to respond quickly to changing market conditions and efficiently scale their operations. Trading organizations can efficiently manage their operations by adjusting resources and functionality in response to changing market conditions or developing business requirements. This scalability not only improves operational flexibility, but also allows enterprises to take opportunities, optimize performance, and remain competitive in the volatile commodity trading landscape, increasing demand for cloud-based CTRM systems and propelling market growth.

The accessibility and security features provided by cloud-based solutions are critical drivers of market growth, allowing trading organizations to operate effortlessly across borders while following to tight regulatory standards. Cloud-based solutions promote teamwork and enable traders to make real-time decisions by allowing remote access to trading platforms from any location with an internet connection. Furthermore, cloud providers’ significant expenditures in security measures and compliance certifications ensure data protection and regulatory compliance, which are essential considerations for trading organizations operating in highly regulated environments. This combination of accessibility and security not only improves operational efficiency but also instills trust and confidence, accelerating the adoption of cloud-based solutions and propelling market expansion in the competitive trading technology landscape.

Cloud-based systems’ ability to integrate with other cloud services and developing technologies is a key driver of market growth, allowing trading organizations to leverage advanced analytics and insights for a competitive advantage. These platforms allow trading organizations to extract important insights from massive volumes of data, optimize trading tactics, and make educated decisions in real time by seamlessly connecting with various cloud services and developing technologies such as artificial intelligence and machine learning. This integration capacity not only improves operational efficiency but also allows trading firms to remain ahead of market trends and dynamics, accelerating the adoption of cloud-based solutions and propelling market expansion in the fast changing trading technology landscape.

For instance, in April 2024, STG, a US-based equity group, acquired Eka Software Solutions and plans to merge it with its portfolio company, the Quor Group, to expand its software package. Eka, based in Bengaluru, specializes in commodities trading and risk management (CTRM) and supply chain solutions for the soft agricultural and energy markets. Quor, on the other hand, focuses on CTRM services for the metals ecosystem.

Additionally, web-based solutions have a strong presence in the commodity trading, transaction, and risk management (CTRM) software market, providing trading organizations with accessible and configurable platforms for managing their commodity trading activities. While cloud-based solutions are gaining traction, web-based options are still viable due to their existing infrastructure and user familiarity. These solutions meet the different needs of commodities trading organizations by providing crucial capabilities such as trade execution, risk management, and transaction monitoring. Despite the growing popularity of cloud-based systems, web-based solutions remain a viable alternative for companies seeking dependable and efficient tools to handle the intricacies of commodity trading operations.

Which Factor  Enhanced the Commodity Trading, Transaction and Risk Management (CTRM) Software in Large Enterprise?

The rising use of commodity trading, transaction, and risk management (CTRM) software in large corporations, these companies often conduct substantial trading operations across numerous commodities and geographic regions, resulting in complicated transactional workflows and risk exposures that necessitate sophisticated management solutions. CTRM software offers comprehensive solutions targeted to the demands of major organizations, including trade capture, position management, logistics optimization, and risk analytics.

The rising demand for regulatory compliance, particularly in tightly regulated sectors such as energy and financial services, drives the commodity trading, transaction, and risk management (CTRM) software market. Large organizations, in particular, rely on CTRM software to help them traverse the complicated regulatory landscape by providing powerful reporting capabilities, audit trails, and compliance workflows. As regulatory requirements grow and deepen, there is still a considerable demand for CTRM solutions that ensure compliance with various regulatory demands. As a result, the market for CTRM software is steadily growing, owing to the crucial demand for regulatory compliance solutions within large organizations operating in highly regulated industries.

The ability of large corporations to invest in adaptations, integrations, and continuous support services fuels the commodity trading, transaction, and risk management (CTRM) software market. Large organizations with considerable resources and organizational ability can customize CTRM software solutions to match their specific requirements and seamlessly integrate them into their existing infrastructure. Furthermore, continuing support services guarantee that these solutions are optimized and matched with changing business requirements, increasing their efficacy and value proposition inside major company operations. This ability to engage in customization and support services supports not only CTRM software acceptance, but also long-term collaborations between suppliers and large organizations, hence supporting market growth.

Small and Medium Enterprise (SME) is the fastest-growing segment in the CTRM Software Market. As SMEs become more aware of the value of efficient trading operations and risk management measures, they are turning to CTRM solutions to improve their competitiveness and adaptability in unpredictable commodity markets. Cloud-based and scalable CTRM offerings are particularly appealing to SMEs due to their low cost and flexibility, allowing them to access advanced trading capabilities that were previously reserved for larger organizations. This tendency is projected to drive strong growth in the SME segment as more companies seek to optimise their commodity trading activities and capitalize on emerging market possibilities.

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Country/Region-wise

Will the Rising Adoption of Advanced Financial Systems in  North America Boost the Commodity Trading, Transaction and Risk Management (CTRM) Software Market?

The increasing adoption of advanced financial systems in North America is expected to greatly boost the commodity trading, transaction, and risk management (CTRM) software market. Because North America has one of the most sophisticated financial infrastructures in the world, with established trading hubs, strong regulatory frameworks, and widespread market participation, the implementation of advanced financial systems improves the efficiency and complexity of commodity trading activities in the region.

Furthermore, advanced financial systems include characteristics like algorithmic trading, high-frequency trading, and automated execution, which allow traders to complete deals quickly and effectively. However, increased transaction speed and complexity lead to greater risk exposure, demanding comprehensive risk management solutions. CTRM software plays an important role in this setting because it gives trading organizations the tools and skills they need to manage the whole commodity trading lifecycle, from deal capture and execution to risk analysis and compliance. These software tools provide real-time monitoring and analysis of market trends, positions, and exposures, enabling traders to make informed decisions and successfully manage risks.

Furthermore, as advanced financial systems are used in North America, there is a greater emphasis on regulatory compliance and transparency. Regulatory agencies, such as the Commodity Futures Trading Commission (CFTC) and the Securities and Exchange Commission (SEC), place strict restrictions on trading activity, requiring the use of sophisticated risk management tools and reporting methods.

The implementation of cutting-edge technologies such as artificial intelligence, machine learning, and blockchain into CTRM software solutions drives market growth by transforming risk management, decision-making, and operational efficiency in North America’s commodity trading ecosystem. These advancements offer real-time data analysis, predictive insights, and more transparency, allowing trading organizations to optimize trading strategies, manage risks, and successfully comply with regulatory obligations. As a result, the deployment of such advanced technology promotes wider acceptance and use of CTRM software solutions, accelerating market expansion and creating a competitive advantage in the volatile commodity trading scene.

Will Growing Regulatory Requirements in Asia Pacific Propel the Commodity Trading, Transaction and Risk Management (CTRM) Software  Market?

Growing regulatory requirements in the Asia Pacific region are expected to drive the commodity trading, transaction, and risk management (CTRM) software market, as trading firms face increased pressure to comply with stringent regulations aimed at improving transparency, mitigating systemic risks, and ensuring market integrity. In response to changing regulatory regulations, trading firms are required to invest in advanced CTRM software solutions to ensure compliance, boosting demand for these solutions across the Asia Pacific commodity trading environment.

The emphasis on risk management mandates by regulatory agencies in the Asia Pacific area is a major driver of the commodity trading, transaction, and risk management (CTRM) software market. As trading businesses become more exposed to geopolitical, economic, and environmental hazards in the region, there is a greater need for effective risk management measures. CTRM software plays a critical role in satisfying this demand by offering key tools for risk identification, assessment, and mitigation, allowing businesses to comply with regulatory demands while effectively protecting their operations and assets. This emphasis on risk management encourages the use of CTRM software solutions, resulting in market expansion across the Asia Pacific commodity trading landscape.

The rising focus on operational efficiency and accountability, made possible by commodity trading, transaction, and risk management (CTRM) software, is a major driver of market growth. Beyond regulatory compliance, these technologies streamline workflows, automate repetitive procedures, and consolidate data management, allowing commodity trading organizations in Asia Pacific to optimize resource allocation, decrease operational risks, and improve decision-making. As regulatory regulations tighten, demand for CTRM software solutions that improve operational efficiency and accountability is likely to rise, accelerating market expansion and adoption across the Asia Pacific commodity trading environment.

Competitive Landscape

The commodity trading, transaction, and risk management (CTRM) software market boasts a dynamic landscape characterized by diverse offerings and evolving technological trends. Emerging startups and niche players contribute to the market’s vibrancy, offering specialized solutions tailored to specific commodities or regions. Additionally, established software providers continually innovate, enhancing their platforms with advanced analytics, artificial intelligence, and blockchain integration to meet the evolving needs of commodity trading firms. Moreover, regulatory changes and shifts in global commodity markets continually shape the competitive dynamics, prompting vendors to adapt and differentiate their offerings to maintain relevance. This competitive environment fosters innovation and drives the continual evolution of CTRM software solutions, catering to the diverse needs of commodity trading enterprises worldwide.

Some of the prominent players operating in the commodity trading, transaction and risk management (CTRM) software  market include:

  • Agiboo
  • Aspect Enterprise Solutions, Inc.
  • Beacon Platform, Inc.
  • Brady PLC
  • ComFin Software GmbH
  • CTRM Cloud
  • DataGenic
  • Fendahl International DWC LLC.

Latest Developments

Commodity Trading, Transaction And Risk Management (CTRM) Software Market Key Developments And Mergers

  • In January 2024, Molecule Software, a major cloud-based trading and risk management software provider for energy and commodities, has executed over five million trades on its E/CTRM platform, a significant milestone for independent power producer EDF Renewables North America.
  • In September 2023, Molecule Software, the market leader in modern cloud-based trading and risk management software for energy and commodities, has announced the release of BigBang. Bigbang is a new data-lake-as-a-service platform that enables ETRM/CTRM users to automatically ingest trade data from Molecule and combine it with a variety of sources for rapid and easy querying, analysis, and extraction of relevant insights.
  • In April 2024, The US-based private equity firm Symphony Technology Group (STG) has acquired Bengaluru-based commodities trade and risk management (CTRM) software company Eka Software Solutions. The acquisition will see the SaaS company merged into STG’s portfolio company Quor Group.

Report Scope

REPORT ATTRIBUTESDETAILS
STUDY PERIOD

2021-2031

Growth Rate

CAGR of  ~8.8% from 2024 to 2031

Base Year for Valuation

2024

HISTORICAL PERIOD

2021-2023

FORECAST PERIOD

2024-2031

Quantitative Units

Value in USD Billion

Report Coverage

Historical and Forecast Revenue Forecast, Historical and Forecast Volume, Growth Factors, Trends, Competitive Landscape, Key Players, Segmentation Analysis

Segments Covered
  • Type
  • Application
Regions Covered
  • North America
  • Europe
  • Asia Pacific
  • Latin America
  • Middle East & Africa
Key Players

Agiboo, Aspect Enterprise Solutions, Inc., Beacon Platform, Inc., Brady PLC, ComFin Software GmbH, CTRM Cloud, DataGenic, Fendahl International DWC LLC.

Customization

Report customization along with purchase available upon request

Commodity Trading, Transaction And Risk Management (CTRM) Software Market, By Category

Type

  • Cloud-Based
  • Web Based

 Application

  • Large Enterprises
  • Small and Medium Enterprises (SMEs)

Region:

  • North America
  • Europe
  • Asia-Pacific
  • Latin America
  • Middle East & Africa

Research Methodology of Verified Market Research:

Research Methodology of VMR

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Reasons to Purchase this Report

• Qualitative and quantitative analysis of the market based on segmentation involving both economic as well as non-economic factors
• Provision of market value (USD Billion) data for each segment and sub-segment
• Indicates the region and segment that is expected to witness the fastest growth as well as to dominate the market
• Analysis by geography highlighting the consumption of the product/service in the region as well as indicating the factors that are affecting the market within each region
• Competitive landscape which incorporates the market ranking of the major players, along with new service/product launches, partnerships, business expansions, and acquisitions in the past five years of companies profiled
• Extensive company profiles comprising of company overview, company insights, product benchmarking, and SWOT analysis for the major market players
• The current as well as the future market outlook of the industry with respect to recent developments which involve growth opportunities and drivers as well as challenges and restraints of both emerging as well as developed regions
• Includes in-depth analysis of the market of various perspectives through Porter’s five forces analysis
• Provides insight into the market through Value Chain
• Market dynamics scenario, along with growth opportunities of the market in the years to come
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Customization of the Report

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Frequently Asked Questions

Some of the key players leading in the market include Agiboo, Aspect Enterprise Solutions, Inc., Beacon Platform, Inc., Brady PLC, ComFin Software GmbH, CTRM Cloud, DataGenic, Fendahl International DWC LLC.

The commodity trading, transaction, and risk management (CTRM) software market is driven by the complexity and volatility of global commodity markets, requiring sophisticated solutions with real-time analytics, automated workflows, and enhanced security measures.

The commodity trading, transaction and risk management (CTRM) software  market is estimated to grow at a CAGR of 8.8% during the forecast period.

The commodity trading, transaction and risk management (CTRM) software  market was valued at around USD 7.0 Billion in 2024.

The sample report for the Commodity Trading, Transaction And Risk Management (CTRM) Software Market can be obtained on demand from the website. Also, the 24*7 chat support & direct call services are provided to procure the sample report.

1 INTRODUCTION OF GLOBAL COMMODITY TRADING, TRANSACTION AND RISK MANAGEMENT (CTRM) SOFTWARE MARKET
1.1 Overview of the Market
1.2 Scope of Report
1.3 Assumptions

2 EXECUTIVE SUMMARY

3 RESEARCH METHODOLOGY OF VERIFIED MARKET RESEARCH
3.1 Data Mining
3.2 Validation
3.3 Primary Interviews
3.4 List of Data Sources

4 GLOBAL COMMODITY TRADING, TRANSACTION AND RISK MANAGEMENT (CTRM) SOFTWARE MARKET OUTLOOK
4.1 Overview
4.2 Market Dynamics
4.2.1 Drivers
4.2.2 Restraints
4.2.3 Opportunities
4.3 Porters Five Force Model
4.4 Value Chain Analysis

5 GLOBAL COMMODITY TRADING, TRANSACTION AND RISK MANAGEMENT (CTRM) SOFTWARE MARKET, BY TYPE
5.1 Overview
5.2 Web-based
5.3 Cloud-based

6 GLOBAL COMMODITY TRADING, TRANSACTION AND RISK MANAGEMENT (CTRM) SOFTWARE MARKET, BY APPLICATION
6.1 Overview
6.2 Large Enterprise
6.3 Small and Medium Enterprise (SMEs)

7 GLOBAL COMMODITY TRADING, TRANSACTION AND RISK MANAGEMENT (CTRM) SOFTWARE MARKET, BY GEOGRAPHY
7.1 Overview
7.2 North America
7.2.1 The U.S.
7.2.2 Canada
7.2.3 Mexico
7.3 Europe
7.3.1 Germany
7.3.2 The U.K.
7.3.3 France
7.3.4 Rest of Europe
7.4 The Asia Pacific
7.4.1 China
7.4.2 Japan
7.4.3 India
7.4.4 Rest of Asia Pacific
7.5 Rest of the World
7.5.1 Latin America
7.5.2 The Middle East and Africa

8 GLOBAL COMMODITY TRADING, TRANSACTION AND RISK MANAGEMENT (CTRM) SOFTWARE MARKET COMPETITIVE LANDSCAPE
8.1 Overview
8.2 Company Market Ranking
8.3 Key Development Strategies

9 COMPANY PROFILES

9.1 Agiboo
9.1.1 Overview
9.1.2 Financial Performance
9.1.3 Product Outlook
9.1.4 Key Developments

9.2 Aspect Enterprise Solutions Inc.
9.2.1 Overview
9.2.2 Financial Performance
9.2.3 Product Outlook
9.2.4 Key Developments

9.3 Beacon Platform, Inc.
9.3.1 Overview
9.3.2 Financial Performance
9.3.3 Product Outlook
9.3.4 Key Developments

9.4 Brady PLC
9.4.1 Overview
9.4.2 Financial Performance
9.4.3 Product Outlook
9.4.4 Key Developments

9.5 ComFin Software GmbH
9.5.1 Overview
9.5.2 Financial Performance
9.5.3 Product Outlook
9.5.4 Key Developments

9.6 CTRM Cloud
9.6.1 Overview
9.6.2 Financial Performance
9.6.3 Product Outlook
9.6.4 Key Developments

9.7 DataGenic
9.7.1 Overview
9.7.2 Financial Performance
9.7.3 Product Outlook
9.7.4 Key Developments

9.8 Fendahl International DWC LLC
9.8.1 Overview
9.8.2 Financial Performance
9.8.3 Product Outlook
9.8.4 Key Developments

9.9 Openlink
9.9.1 Overview
9.9.2 Financial Performance
9.9.3 Product Outlook
9.9.4 Key Developments

9.10 Triple Point Technology
9.10.1 Overview
9.10.2 Financial Performance
9.10.3 Product Outlook
9.10.4 Key Developments

10 KEY DEVELOPMENTS
10.1 Product Launches/Developments
10.2 Mergers and Acquisitions
10.3 Business Expansions
10.4 Partnerships and Collaborations

11 Appendix
11.1 Related Research

Report Research Methodology

Research methodology

Verified Market Research uses the latest researching tools to offer accurate data insights. Our experts deliver the best research reports that have revenue generating recommendations. Analysts carry out extensive research using both top-down and bottom up methods. This helps in exploring the market from different dimensions.

This additionally supports the market researchers in segmenting different segments of the market for analysing them individually.

We appoint data triangulation strategies to explore different areas of the market. This way, we ensure that all our clients get reliable insights associated with the market. Different elements of research methodology appointed by our experts include:

Exploratory data mining

Market is filled with data. All the data is collected in raw format that undergoes a strict filtering system to ensure that only the required data is left behind. The leftover data is properly validated and its authenticity (of source) is checked before using it further. We also collect and mix the data from our previous market research reports.

All the previous reports are stored in our large in-house data repository. Also, the experts gather reliable information from the paid databases.

expert data mining

For understanding the entire market landscape, we need to get details about the past and ongoing trends also. To achieve this, we collect data from different members of the market (distributors and suppliers) along with government websites.

Last piece of the ‘market research’ puzzle is done by going through the data collected from questionnaires, journals and surveys. VMR analysts also give emphasis to different industry dynamics such as market drivers, restraints and monetary trends. As a result, the final set of collected data is a combination of different forms of raw statistics. All of this data is carved into usable information by putting it through authentication procedures and by using best in-class cross-validation techniques.

Data Collection Matrix

PerspectivePrimary ResearchSecondary Research
Supplier side
  • Fabricators
  • Technology purveyors and wholesalers
  • Competitor company’s business reports and newsletters
  • Government publications and websites
  • Independent investigations
  • Economic and demographic specifics
Demand side
  • End-user surveys
  • Consumer surveys
  • Mystery shopping
  • Case studies
  • Reference customer

Econometrics and data visualization model

data visualiztion model

Our analysts offer market evaluations and forecasts using the industry-first simulation models. They utilize the BI-enabled dashboard to deliver real-time market statistics. With the help of embedded analytics, the clients can get details associated with brand analysis. They can also use the online reporting software to understand the different key performance indicators.

All the research models are customized to the prerequisites shared by the global clients.

The collected data includes market dynamics, technology landscape, application development and pricing trends. All of this is fed to the research model which then churns out the relevant data for market study.

Our market research experts offer both short-term (econometric models) and long-term analysis (technology market model) of the market in the same report. This way, the clients can achieve all their goals along with jumping on the emerging opportunities. Technological advancements, new product launches and money flow of the market is compared in different cases to showcase their impacts over the forecasted period.

Analysts use correlation, regression and time series analysis to deliver reliable business insights. Our experienced team of professionals diffuse the technology landscape, regulatory frameworks, economic outlook and business principles to share the details of external factors on the market under investigation.

Different demographics are analyzed individually to give appropriate details about the market. After this, all the region-wise data is joined together to serve the clients with glo-cal perspective. We ensure that all the data is accurate and all the actionable recommendations can be achieved in record time. We work with our clients in every step of the work, from exploring the market to implementing business plans. We largely focus on the following parameters for forecasting about the market under lens:

  • Market drivers and restraints, along with their current and expected impact
  • Raw material scenario and supply v/s price trends
  • Regulatory scenario and expected developments
  • Current capacity and expected capacity additions up to 2027

We assign different weights to the above parameters. This way, we are empowered to quantify their impact on the market’s momentum. Further, it helps us in delivering the evidence related to market growth rates.

Primary validation

The last step of the report making revolves around forecasting of the market. Exhaustive interviews of the industry experts and decision makers of the esteemed organizations are taken to validate the findings of our experts.

The assumptions that are made to obtain the statistics and data elements are cross-checked by interviewing managers over F2F discussions as well as over phone calls.

primary validation

Different members of the market’s value chain such as suppliers, distributors, vendors and end consumers are also approached to deliver an unbiased market picture. All the interviews are conducted across the globe. There is no language barrier due to our experienced and multi-lingual team of professionals. Interviews have the capability to offer critical insights about the market. Current business scenarios and future market expectations escalate the quality of our five-star rated market research reports. Our highly trained team use the primary research with Key Industry Participants (KIPs) for validating the market forecasts:

  • Established market players
  • Raw data suppliers
  • Network participants such as distributors
  • End consumers

The aims of doing primary research are:

  • Verifying the collected data in terms of accuracy and reliability.
  • To understand the ongoing market trends and to foresee the future market growth patterns.

Industry Analysis Matrix

Qualitative analysisQuantitative analysis
  • Global industry landscape and trends
  • Market momentum and key issues
  • Technology landscape
  • Market’s emerging opportunities
  • Porter’s analysis and PESTEL analysis
  • Competitive landscape and component benchmarking
  • Policy and regulatory scenario
  • Market revenue estimates and forecast up to 2027
  • Market revenue estimates and forecasts up to 2027, by technology
  • Market revenue estimates and forecasts up to 2027, by application
  • Market revenue estimates and forecasts up to 2027, by type
  • Market revenue estimates and forecasts up to 2027, by component
  • Regional market revenue forecasts, by technology
  • Regional market revenue forecasts, by application
  • Regional market revenue forecasts, by type
  • Regional market revenue forecasts, by component

Commodity Trading, Transaction And Risk Management (CTRM) Software Market

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