The integration platform as a service (IPaaS) market in North America is expected to grow from US$ 1,217.74 million in 2021 to US$ 4,440.68 million by 2028; it is estimated to grow at a CAGR of 20.3% from 2021 to 2028.
The security and performance of the network can have a big impact on a company's overall success. Hence, every company, especially those in the e-commerce industry, needs to keep an eye on its networks on a regular basis to ensure everything is functioning well. They need have a strong understanding of what real-time network monitoring is and how it may benefit their business in order to have a clear image of how the systems are doing. The use of apps and tools that track and record continuous snapshots of the network's overall performance is known as real-time monitoring. Real-time monitoring is used by businesses to keep track of network activities, improve network security, and spot possible problems as soon as they happen. Every company, regardless of size, may benefit from real-time network monitoring. Additionally, cloud real-time monitoring services allow businesses to shorten the time it takes to respond to incidents. It is critical for organizations to deal with issues as soon as they occur, no matter how minor they appear to be. For example, it may seem self-evident to respond swiftly to a cyberattack or data breach, but even seemingly little issues like a slow-loading website or an abundance of 404 webpages can have a significant impact on businesses. Real-time network monitoring can help the companies catch these events as soon as they happen and respond quickly. As a result, the adoption of cloud real-time monitoring services is contributing to the market's growth over time, which is further anticipated to drive the market in North America.It is becoming apparent with the COVID-19 pandemic spreading across the US that few can escape its scope, presenting significant challenges to all industries. Thus, any impact on industries directly affects the region's economic development. The unprecedented rise in the number of COVID-19 cases across the US and the subsequent lockdown to combat the spread of the virus across the country in the last quarter of 2019 and the first two quarters of 2020 led numerous businesses on a standby situation. Technological investments in 2020 experienced a dip owing to the reasons mentioned above. However, the outbreak of the COVID-19 pandemic has influenced work from home scenarios across the region, thereby influencing the companies to adopt cloud servers for the smooth functioning of business operations remotely. The region in the late 2020’s experienced a rise in investment in cloud solutions in order to facilitate easy remote working. Thus, the rising adoption of cloud solutions and platforms across all organizations in the region is influencing the rise in demand for platform integration services, thereby contributing to the growth of the market.North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
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North America Integration Platform as a Service (IPaaS) Market Segmentation
North America Integration Platform as a Service (IPaaS) Market – By Service Type
- Cloud Service Orchestration
- Application Integration
- API Management
- Data Integration
- Business-to-business and Cloud Integration
- Real-time Monitoring and Integration
- Data Transformation
- Others
North America Integration Platform as a Service (IPaaS) Market – By Deployment Type
- Public Cloud
- Private Cloud
- Hybrid Cloud
North America Integration Platform as a Service (IPaaS) Market – By Enterprise Size
- SMEs
- Large Enterprises
North America Integration Platform as a Service (IPaaS) Market – By Industry
- IT and Telecommunications
- BFSI
- Manufacturing
- Healthcare
- Consumer Goods and Retail
- Energy
- Government and Public Sector
- Others
North America Integration Platform as a Service (IPaaS) Market– By Country
- US
- Canada
- Mexico
North America Integration Platform as a Service (IPaaS) Market-Companies Mentioned
- Boomi, Inc.
- IBM Corporation
- Informatica
- Microsoft Corporation
- Mulesoft, LLC
- Oracle Corporation
- SAP SE
- Seeburger AG
- SnapLogic
- Software AG

Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
This text is related
to segments covered.

Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
This text is related
to country scope.
1. Introduction
1.1 Study Scope
1.2 The Insight Partners Research Report Guidance
1.3 Market Segmentation
1.3.1 North America Integration Platform as a Service (IPaaS) Market – By Service Type
1.3.2 North America Integration Platform as a Service (IPaaS) Market – By Deployment Type
1.3.3 North America Integration Platform as a Service (IPaaS) Market – By Enterprise Size
1.3.4 North America Integration Platform as a Service (IPaaS) Market – By Industry
1.3.5 North America Integration Platform as a Service (IPaaS) Market- By Country
2. Key Takeaways
3. Research Methodology
3.1 Coverage
3.2 Secondary Research
3.3 Primary Research
4. North America Integration Platform as a Service (IPaaS) Market Landscape
4.1 Market Overview
4.2 PEST Analysis
4.2.1 North America
4.3 Ecosystem Analysis
4.4 Expert Opinion
5. North America Integration Platform as a Service (IPaaS) Market – Key Market Dynamics
5.1 Market Drivers
5.1.1 Advantages of Cloud Solutions and Platforms over On-Premise Solutions
5.1.2 Rise in Importance of Cloud Real-Time Monitoring Across Businesses
5.2 Market Restraints
5.2.1 Rising Concerns Regarding Data Security
5.3 Market Opportunities
5.3.1 Increasing Inclination of SMEs Toward Cloud
5.4 Future Trends
5.4.1 Growth in Adoption of Hybrid and Multi-Cloud Infrastructure
5.5 Impact Analysis of Drivers and Restraints
6. Integration Platform as a Service (IPaaS) Market – North America Analysis
6.1 North America Integration Platform as a Service (IPaaS) Market Overview
6.2 North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
7. North America Integration Platform as a Service (IPaaS) Market - by Service Type
7.1 Overview
7.2 North America Integration Platform as a Service (IPaaS) Market Breakdown, by Service Type (2020 and 2028)
7.3 Cloud Service Orchestration
7.3.1 Overview
7.3.2 Cloud Service Orchestration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.4 Data Transformation
7.4.1 Overview
7.4.2 Data Transformation: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.5 API Management
7.5.1 Overview
7.5.2 API Management: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.6 Data Integration
7.6.1 Overview
7.6.2 Data Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.7 Real-Time Monitoring and Integration
7.7.1 Overview
7.7.2 Real-Time Monitoring and Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.8 Business-to-Business and Cloud Integration
7.8.1 Overview
7.8.2 Business-to-Business and Cloud Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.9 Application Integration
7.9.1 Overview
7.9.2 Application Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
7.10 Others
7.10.1 Overview
7.10.2 Others: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
8. North America Integration Platform as a Service (IPaaS) Market - by Deployment Type
8.1 Overview
8.2 North America Integration Platform as a Service (IPaaS) Market, by Deployment Type (2020 and 2028)
8.3 Public Cloud
8.3.1 Overview
8.3.2 Public Cloud: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
8.4 Private Cloud
8.4.1 Overview
8.4.2 Private Cloud: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
8.5 Hybrid Cloud
8.5.1 Overview
8.5.2 Hybrid Cloud: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
9. North America Integration Platform as a Service (IPaaS) Market - by Enterprise Size
9.1 Overview
9.2 North America Integration Platform as a Service (IPaaS) Market, by Enterprise Size (2020 and 2028)
9.3 SMEs
9.3.1 Overview
9.3.2 SMEs: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
9.4 Large Enterprises
9.4.1 Overview
9.4.2 Large Enterprises: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
10. North America Integration Platform as a Service (IPaaS) Market - by Industry
10.1 Overview
10.2 North America Integration Platform as a Service (IPaaS) Market Breakdown, by Industry (2020 and 2028)
10.3 IT and Telecommunications
10.3.1 Overview
10.3.2 IT and Telecommunications: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.4 Government and Public Sector
10.4.1 Overview
10.4.2 Government and Public Sector: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.5 Consumer Goods and Retail
10.5.1 Overview
10.5.2 Consumer Goods and Retail: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.6 Energy
10.6.1 Overview
10.6.2 Energy: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.7 Healthcare
10.7.1 Overview
10.7.2 Healthcare: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.8 Manufacturing
10.8.1 Overview
10.8.2 Manufacturing: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.9 BFSI
10.9.1 Overview
10.9.2 BFSI: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
10.10 Others
10.10.1 Overview
10.10.2 Others: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
11. North America Integration Platform as a Service (IPaaS) Market – Country Analysis
11.1 Overview
11.1.1 North America: Integration Platform as a Service (IPaaS) Market, by Key Country
11.1.1.1 US: Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
11.1.1.1.1 US: Integration Platform as a Service (IPaaS) Market, by Service Type
11.1.1.1.2 US: Integration Platform as a Service (IPaaS) Market, by Deployment Type
11.1.1.1.3 US: Integration Platform as a Service (IPaaS) Market, by Enterprise Size
11.1.1.1.4 US: Integration Platform as a Service (IPaaS) Market, by Industry
11.1.1.2 Canada: Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
11.1.1.2.1 Canada: Integration Platform as a Service (IPaaS) Market, by Service Type
11.1.1.2.2 Canada: Integration Platform as a Service (IPaaS) Market, by Deployment Type
11.1.1.2.3 Canada: Integration Platform as a Service (IPaaS) Market, by Enterprise Size
11.1.1.2.4 Canada: Integration Platform as a Service (IPaaS) Market, by Industry
11.1.1.3 Mexico: Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
11.1.1.3.1 Mexico: Integration Platform as a Service (IPaaS) Market, by Service Type
11.1.1.3.2 Mexico: Integration Platform as a Service (IPaaS) Market, by Deployment Type
11.1.1.3.3 Mexico: Integration Platform as a Service (IPaaS) Market, by Enterprise Size
11.1.1.3.4 Mexico: Integration Platform as a Service (IPaaS) Market, by Industry
12. Impact of COVID-19 Pandemic on North America Integration Platform as a Service (IPaaS) Market
12.1 North America: Impact Assessment of COVID-19 Pandemic
13. Industry Landscape
13.1 Overview
13.2 Market Initiative
13.3 Merger and Acquisition
14. Company Profiles
14.1 Informatica
14.1.1 Key Facts
14.1.2 Business Description
14.1.3 Products and Services
14.1.4 Financial Overview
14.1.5 SWOT Analysis
14.1.6 Key Developments
14.2 Software AG
14.2.1 Key Facts
14.2.2 Business Description
14.2.3 Products and Services
14.2.4 Financial Overview
14.2.5 SWOT Analysis
14.2.6 Key Developments
14.3 Seeburger AG
14.3.1 Key Facts
14.3.2 Business Description
14.3.3 Products and Services
14.3.4 Financial Overview
14.3.5 SWOT Analysis
14.3.6 Key Developments
14.4 Mulesoft, LLC
14.4.1 Key Facts
14.4.2 Business Description
14.4.3 Products and Services
14.4.4 Financial Overview
14.4.5 SWOT Analysis
14.4.6 Key Developments
14.5 SAP SE
14.5.1 Key Facts
14.5.2 Business Description
14.5.3 Products and Services
14.5.4 Financial Overview
14.5.5 SWOT Analysis
14.5.6 Key Developments
14.6 Oracle Corporation
14.6.1 Key Facts
14.6.2 Business Description
14.6.3 Products and Services
14.6.4 Financial Overview
14.6.5 SWOT Analysis
14.6.6 Key Developments
14.7 SnapLogic.
14.7.1 Key Facts
14.7.2 Business Description
14.7.3 Products and Services
14.7.4 Financial Overview
14.7.5 SWOT Analysis
14.7.6 Key Developments
14.8 IBM Corporation
14.8.1 Key Facts
14.8.2 Business Description
14.8.3 Products and Services
14.8.4 Financial Overview
14.8.5 SWOT Analysis
14.8.6 Key Developments
14.9 Microsoft Corporation
14.9.1 Key Facts
14.9.2 Business Description
14.9.3 Products and Services
14.9.4 Financial Overview
14.9.5 SWOT Analysis
14.9.6 Key Developments
14.10 Boomi, Inc.
14.10.1 Key Facts
14.10.2 Business Description
14.10.3 Products and Services
14.10.4 Financial Overview
14.10.5 SWOT Analysis
14.10.6 Key Developments
15. Appendix
15.1 About The Insight Partners
15.2 Word Index
LIST OF TABLES
Table 1. North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Table 2. US: Integration Platform as a Service (IPaaS) Market, by Service Type –Revenue and Forecast to 2028 (US$ Million)
Table 3. US: Integration Platform as a Service (IPaaS) Market, by Deployment Type –Revenue and Forecast to 2028 (US$ Million)
Table 4. US: Integration Platform as a Service (IPaaS) Market, by Enterprise Size –Revenue and Forecast to 2028 (US$ Million)
Table 5. US: Integration Platform as a Service (IPaaS) Market, by Industry –Revenue and Forecast to 2028 (US$ Million)
Table 6. Canada: Integration Platform as a Service (IPaaS) Market, by Service Type – Revenue and Forecast to 2028 (US$ Million)
Table 7. Canada: Integration Platform as a Service (IPaaS) Market, by Deployment Type – Revenue and Forecast to 2028 (US$ Million)
Table 8. Canada: Integration Platform as a Service (IPaaS) Market, by Enterprise Size – Revenue and Forecast to 2028 (US$ Million)
Table 9. Canada: Integration Platform as a Service (IPaaS) Market, by Industry – Revenue and Forecast to 2028 (US$ Million)
Table 10. Mexico: Integration Platform as a Service (IPaaS) Market, by Service Type – Revenue and Forecast to 2028 (US$ Million)
Table 11. Mexico: Integration Platform as a Service (IPaaS) Market, by Deployment Type – Revenue and Forecast to 2028 (US$ Million)
Table 12. Mexico: Integration Platform as a Service (IPaaS) Market, by Enterprise Size – Revenue and Forecast to 2028 (US$ Million)
Table 13. Mexico: Integration Platform as a Service (IPaaS) Market, by Industry – Revenue and Forecast to 2028 (US$ Million)
Table 14. List of Abbreviation
LIST OF FIGURES
Figure 1. North America Integration Platform as a Service (IPaaS) Market Segmentation
Figure 2. North America Integration Platform as a Service (IPaaS) Market Segmentation – By Country
Figure 3. North America Integration Platform as a Service (IPaaS) Market Overview
Figure 4. Cloud Service Orchestration Segment held the Largest Share of North America Integration Platform as a Service (IPaaS) Market
Figure 5. Public Cloud Segment held the Largest Share of North America Integration Platform as a Service (IPaaS) Market
Figure 6. Large Enterprises Segment held the Largest Share of North America Integration Platform as a Service (IPaaS) Market
Figure 7. IT and Telecommunications Segment held the Largest Share of North America Integration Platform as a Service (IPaaS) Market
Figure 8. US to Show Great Traction During Forecast Period
Figure 9. North America: PEST Analysis
Figure 10. Expert Opinion
Figure 11. North America Integration Platform as a Service (IPaaS) Market: Impact Analysis of Drivers and Restraints
Figure 12. North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 13. North America Integration Platform as a Service (IPaaS) Market Revenue Share, by Service Type (2020 and 2028)
Figure 14. Cloud Service Orchestration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 15. Data Transformation: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 16. API Management: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 17. Data Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 18. Real-Time Monitoring and Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 19. Business-to-Business and Cloud Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 20. Application Integration: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 21. Others: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 22. North America Integration Platform as a Service (IPaaS) Market Revenue Share, by Deployment Type (2020 and 2028)
Figure 23. Public Cloud: North America Integration Platform as a Service (IPaaS) Market– Revenue and Forecast to 2028 (US$ Million)
Figure 24. Private Cloud: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 25. Hybrid Cloud: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 26. North America Integration Platform as a Service (IPaaS) Market Revenue Share, by Enterprise Size (2020 and 2028)
Figure 27. SMEs: North America Integration Platform as a Service (IPaaS) Market– Revenue and Forecast to 2028 (US$ Million)
Figure 28. Large Enterprises: North America Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 29. North America Integration Platform as a Service (IPaaS) Market Revenue Share, by Industry (2020 and 2028)
Figure 30. IT and Telecommunications: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 31. Government and Public Sector: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 32. Consumer Goods and Retail: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 33. Energy: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 34. Healthcare: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 35. Manufacturing: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 36. BFSI: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 37. Others: North America Integration Platform as a Service (IPaaS) Market Revenue and Forecast to 2028 (US$ Million)
Figure 38. North America: Integration Platform as a Service (IPaaS) Market, by key Country– Revenue (2020) (US$ Million)
Figure 39. North America: Integration Platform as a Service (IPaaS) Market Revenue Share, by Key Country (2020 and 2028)
Figure 40. US: Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 41. Canada: Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 42. Mexico: Integration Platform as a Service (IPaaS) Market – Revenue and Forecast to 2028 (US$ Million)
Figure 43. Impact of COVID-19 Pandemic on Market in North American Countries
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The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.

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Mar 2022
Electronic Patient-Reported Outcomes (ePROS) Market
Size and Forecast (2021 - 2031), Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Delivery Mode (Cloud Based and On-Premises), Application (Oncology, Respiratory, and Others), End User [Contract Research Organizations (CROs), Pharmaceutical Companies, and Others], and Geography (North America, Europe, Asia Pacific, Middle East & Africa, and South & Central America)

Mar 2022
Travel and Expense Management Software Market
Size and Forecast (2021 - 2031), Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Deployment Mode (On-Premise and Cloud), Organization Size (Large Enterprises and Small and Medium Enterprises), Industry (BFSI, IT and Telecom, Manufacturing, Healthcare, Government and Defense, Retail, Transport and Logistics, and Others), and Geography

Mar 2022
Online Exam Proctoring Market
Size and Forecast (2021 - 2031), Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Type (Advanced Automated Proctoring, Recorded Proctoring, and Live Online Proctoring), Deployment (Cloud and On-Premises), End User (Educational Institutes, Enterprises, Government, and Online Learning Platforms), and Geography

Mar 2022
Data Center Colocation Market
Size and Forecast (2021 - 2031), Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Type (Retail Colocation, Wholesale Colocation, and Hybrid Cloud-based Colocation), Enterprise Size (Large Enterprises and SMEs), Industry Vertical (IT and Telecom, BFSI, Healthcare, Retail, and Others), and Region (North America, Europe, Asia Pacific, Middle East and Africa, and South and Central America)

Mar 2022
Personality Assessment Solution Market
Size and Forecast (2021 - 2031), Global and Regional Share, Trend, and Growth Opportunity Analysis Report Coverage: By Component (Solution and Services), Delivery Model (In-House and Outsourced), Offering (Synchronous and Asynchronous), End-user (Corporate or Enterprise [BFSI, Hospitality, IT and Telecom, Media and Entertainment, Healthcare and Pharmaceutical, and Others]), Academic or Education and Government), and Geography