Intelligent Process Automation Market by Service, Technology and Vertical - Global Industry Analysis & Forecast to 2027

Table of Contents

1.     Introduction

1.1.  Report Description

1.2.  Research Methodology

1.2.1.     Data Mining

1.2.2.     Market Modeling and Forecasting

1.2.3.     Data Validation

1.2.4.     Industry Analysis

2.     Market Dashboard

3.     Market Overview

3.1.  Introduction

3.1.1.     Market Definition

3.1.2.     Market Segmentation

3.2.  Market Dynamics

3.2.1.     Drivers

3.2.2.     Restraints

3.2.3.     Opportunities

3.2.4.     Challenges

4.     Intelligent Process Automation Market, By Service

4.1.  Introduction

4.2.  Intelligent Process Automation Market and Market Growth Rate By Service (2017-2027)

4.3.  Consulting

4.3.1.     Global Consulting Market and Growth Rate (2017-2027)

4.4.  Training & Support

4.4.1.     Global Training & Support Market and Growth Rate (2017-2027)

4.5.  Design & Implementation

4.5.1.     Global Design & Implementation Market and Growth Rate (2017-2027)

5.     Intelligent Process Automation Market, By Technology

5.1.  Introduction

5.2.  Intelligent Process Automation Market and Market Growth Rate By Technology (2017-2027)

5.3.  Computer Vision

5.3.1.     Global Computer Vision Market and Growth Rate (2017-2027)

5.4.  Machine Learning

5.4.1.     Global Machine Learning Market and Growth Rate (2017-2027)

5.5.  Virtual Agents

5.5.1.     Global Virtual Agents Market and Growth Rate (2017-2027)

5.6.  Natural Language Processing

5.6.1.     Global Natural Language Processing Market and Growth Rate (2017-2027)

5.7.  Others

5.7.1.     Global Others Market and Growth Rate (2017-2027)

6.     Intelligent Process Automation Market, By Vertical

6.1.  Introduction

6.2.  Intelligent Process Automation Market and Market Growth Rate By Vertical (2017-2027)

6.3.  Manufacturing

6.3.1.     Global Manufacturing Market and Growth Rate (2017-2027)

6.4.  BFSI

6.4.1.     Global BFSI Market and Growth Rate (2017-2027)

6.5.  IT & Telecom

6.5.1.     Global IT & Telecom Market and Growth Rate (2017-2027)

6.6.  Healthcare

6.6.1.     Global Healthcare Market and Growth Rate (2017-2027)

6.7.  Retail

6.7.1.     Global Retail Market and Growth Rate (2017-2027)

6.8.  Others

6.8.1.     Global Others Market and Growth Rate (2017-2027)

7.     Intelligent Process Automation Market, By Region

7.1.  Introduction

7.2.  Intelligent Process Automation Market and Growth Rate By Regions

7.3.  North America

7.3.1.     North America Intelligent Process Automation Market and Growth Rate (2017-2027))

7.3.2.     North America Intelligent Process Automation Market By Type (2017-2027)

7.3.3.     North America Intelligent Process Automation Market By Application (2017-2027)

7.3.4.     North America Intelligent Process Automation Market By Country (2017-2027)

7.3.5.     United States

7.3.5.1.United States Intelligent Process Automation Market and Growth Rate (2017-2027)

7.3.5.2.United States Intelligent Process Automation Market By Type (2017-2027)

7.3.5.3.United States Intelligent Process Automation  Market By Application (2017-2027)

7.3.6.     Canada

7.3.6.1.Canada Intelligent Process Automation Market and Growth Rate (2017-2027)

7.3.6.2.Canada Intelligent Process Automation Market By Type (2017-2027)

7.3.6.3.Canada Intelligent Process Automation  Market By Application (2017-2027)

7.4.  Europe

7.4.1.     Europe Intelligent Process Automation Market and Growth Rate (2017-2027))

7.4.2.     Europe Intelligent Process Automation Market By Type (2017-2027)

7.4.3.     Europe Intelligent Process Automation Market By Application (2017-2027)

7.4.4.     Europe Intelligent Process Automation Market By Country (2017-2027)

7.4.5.     Germany

7.4.5.1.Germany Intelligent Process Automation Market and Growth Rate (2017-2027)

7.4.5.2.Germany Intelligent Process Automation Market By Type (2017-2027)

7.4.5.3.Germany Intelligent Process Automation  Market By Application (2017-2027)

7.4.6.     France

7.4.6.1.France Intelligent Process Automation Market and Growth Rate (2017-2027)

7.4.6.2.France Intelligent Process Automation Market By Type (2017-2027)

7.4.6.3.France Intelligent Process Automation  Market By Application (2017-2027)

7.4.7.     UK

7.4.7.1.UK Intelligent Process Automation Market and Growth Rate (2017-2027)

7.4.7.2.UK Intelligent Process Automation Market By Type (2017-2027)

7.4.7.3.UK Intelligent Process Automation  Market By Application (2017-2027)

7.4.8.     Russia

7.4.8.1.Russia Intelligent Process Automation Market and Growth Rate (2017-2027)

7.4.8.2.Russia Intelligent Process Automation Market By Type (2017-2027)

7.4.8.3.Russia Intelligent Process Automation  Market By Application (2017-2027)

7.4.9.     Italy

7.4.9.1.Italy Intelligent Process Automation Market and Growth Rate (2017-2027)

7.4.9.2.Italy Intelligent Process Automation Market By Type (2017-2027)

7.4.9.3.Italy Intelligent Process Automation  Market By Application (2017-2027)

7.4.10.  Rest of Europe

7.4.10.1.       Rest of Europe Intelligent Process Automation Market and Growth Rate (2017-2027)

7.4.10.2.       Rest of Europe Intelligent Process Automation Market By Type (2017-2027)

7.4.10.3.       Rest of Europe Intelligent Process Automation  Market By Application (2017-2027)

7.5.  Asia-Pacific

7.5.1.     Asia-Pacific Intelligent Process Automation Market and Growth Rate (2017-2027))

7.5.2.     Asia-Pacific Intelligent Process Automation Market By Type (2017-2027)

7.5.3.     Asia-Pacific Intelligent Process Automation Market By Application (2017-2027)

7.5.4.     Asia-Pacific Intelligent Process Automation Market By Country (2017-2027)

7.5.5.     China

7.5.5.1.China Intelligent Process Automation Market and Growth Rate (2017-2027)

7.5.5.2.China Intelligent Process Automation Market By Type (2017-2027)

7.5.5.3.China Intelligent Process Automation  Market By Application (2017-2027)

7.5.6.     Japan

7.5.6.1.Japan Intelligent Process Automation Market and Growth Rate (2017-2027)

7.5.6.2.Japan Intelligent Process Automation Market By Type (2017-2027)

7.5.6.3.Japan Intelligent Process Automation  Market By Application (2017-2027)

7.5.7.     Korea

7.5.7.1.Korea Intelligent Process Automation Market and Growth Rate (2017-2027)

7.5.7.2.Korea Intelligent Process Automation Market By Type (2017-2027)

7.5.7.3.Korea Intelligent Process Automation  Market By Application (2017-2027)

7.5.8.     India

7.5.8.1.India Intelligent Process Automation Market and Growth Rate (2017-2027)

7.5.8.2.India Intelligent Process Automation Market By Type (2017-2027)

7.5.8.3.India Intelligent Process Automation  Market By Application (2017-2027)

7.5.9.     Southeast Asia

7.5.9.1.Southeast Asia Intelligent Process Automation Market and Growth Rate (2017-2027)

7.5.9.2.Southeast Asia Intelligent Process Automation Market By Type (2017-2027)

7.5.9.3.Southeast Asia Intelligent Process Automation  Market By Application (2017-2027)

7.5.10.  Rest of Asia-Pacific

7.5.10.1.       Rest of Asia-Pacific Intelligent Process Automation Market and Growth Rate (2017-2027)

7.5.10.2.       Rest of Asia-Pacific Intelligent Process Automation Market By Type (2017-2027)

7.5.10.3.       Rest of Asia-Pacific Intelligent Process Automation  Market By Application (2017-2027)

7.6.  South America

7.6.1.     South America Intelligent Process Automation Market and Growth Rate (2017-2027))

7.6.2.     South America Intelligent Process Automation Market By Type (2017-2027)

7.6.3.     South America Intelligent Process Automation Market By Application (2017-2027)

7.6.4.     South America Intelligent Process Automation Market By Country (2017-2027)

7.6.5.     Brazil

7.6.5.1.Brazil Intelligent Process Automation Market and Growth Rate (2017-2027)

7.6.5.2.Brazil Intelligent Process Automation Market By Type (2017-2027)

7.6.5.3.Brazil Intelligent Process Automation  Market By Application (2017-2027)

7.6.6.     Mexico

7.6.6.1.Mexico Intelligent Process Automation Market and Growth Rate (2017-2027)

7.6.6.2.Mexico Intelligent Process Automation Market By Type (2017-2027)

7.6.6.3.Mexico Intelligent Process Automation  Market By Application (2017-2027)

7.6.7.     Columbia

7.6.7.1.Columbia Intelligent Process Automation Market and Growth Rate (2017-2027)

7.6.7.2.Columbia Intelligent Process Automation Market By Type (2017-2027)

7.6.7.3.Columbia Intelligent Process Automation  Market By Application (2017-2027)

7.6.8.     Rest of South America

7.6.8.1.Rest of South America Intelligent Process Automation Market and Growth Rate (2017-2027)

7.6.8.2.Rest of South America Intelligent Process Automation Market By Type (2017-2027)

7.6.8.3.Rest of South America Intelligent Process Automation  Market By Application (2017-2027)

7.7.  Middle East and Africa

7.7.1.     Middle East and Africa Intelligent Process Automation Market and Growth Rate (2017-2027))

7.7.2.     Middle East and Africa Intelligent Process Automation Market By Type (2017-2027)

7.7.3.     Middle East and Africa Intelligent Process Automation Market By Application (2017-2027)

7.7.4.     Middle East and Africa Intelligent Process Automation Market By Country (2017-2027)

7.7.5.     Saudi Arabia

7.7.5.1.Saudi Arabia Intelligent Process Automation Market and Growth Rate (2017-2027)

7.7.5.2.Saudi Arabia Intelligent Process Automation Market By Type (2017-2027)

7.7.5.3.Saudi Arabia Intelligent Process Automation  Market By Application (2017-2027)

7.7.6.     United Arab Emirates

7.7.6.1.United Arab Emirates Intelligent Process Automation Market and Growth Rate (2017-2027)

7.7.6.2.United Arab Emirates Intelligent Process Automation Market By Type (2017-2027)

7.7.6.3.United Arab Emirates Intelligent Process Automation  Market By Application (2017-2027)

7.7.7.     South Africa

7.7.7.1.South Africa Intelligent Process Automation Market and Growth Rate (2017-2027)

7.7.7.2.South Africa Intelligent Process Automation Market By Type (2017-2027)

7.7.7.3.South Africa Intelligent Process Automation  Market By Application (2017-2027)

7.7.8.     Rest of Middle East and Africa

7.7.8.1.Rest of Middle East and Africa Intelligent Process Automation Market and Growth Rate (2017-2027)

7.7.8.2.Rest of Middle East and Africa Intelligent Process Automation Market By Type (2017-2027)

7.7.8.3.Rest of Middle East and Africa Intelligent Process Automation  Market By Application (2017-2027)

8.     Company Profiles

8.1.  Infosys Limited

8.1.1.     Business Overview

8.1.2.      Service Portfolio

8.1.3.     Strategic Developments

8.1.4.     Financial Overview

8.2.  Blue Prism

8.2.1.     Business Overview

8.2.2.      Service Portfolio

8.2.3.     Strategic Developments

8.2.4.     Financial Overview

8.3.  Tech Mahindra Limited

8.3.1.     Business Overview

8.3.2.      Service Portfolio

8.3.3.     Strategic Developments

8.3.4.     Financial Overview

8.4.  Capgemini

8.4.1.     Business Overview

8.4.2.      Service Portfolio

8.4.3.     Strategic Developments

8.4.4.     Financial Overview

8.5.  Tata Consultancy Services Limited

8.5.1.     Business Overview

8.5.2.      Service Portfolio

8.5.3.     Strategic Developments

8.5.4.     Financial Overview

8.6.  Cognizant

8.6.1.     Business Overview

8.6.2.      Service Portfolio

8.6.3.     Strategic Developments

8.6.4.     Financial Overview

8.7.  Atos Syntel Inc.

8.7.1.     Business Overview

8.7.2.      Service Portfolio

8.7.3.     Strategic Developments

8.7.4.     Financial Overview

8.8.  HCL Technologies Limited

8.8.1.     Business Overview

8.8.2.      Service Portfolio

8.8.3.     Strategic Developments

8.8.4.     Financial Overview

8.9.  Pegasystems Inc.

8.9.1.     Business Overview

8.9.2.      Service Portfolio

8.9.3.     Strategic Developments

8.9.4.     Financial Overview

8.10.                 IBM Corporation

8.10.1.  Business Overview

8.10.2.   Service Portfolio

8.10.3.  Strategic Developments

8.10.4.  Financial Overview

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List of Tables

Figure United States Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Canada Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Germany Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure France Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure UK Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Russia Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Italy Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Europe Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure China Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Japan Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Korea Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure India Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Southeast Asia Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Asia-Pacific Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Brazil Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Mexico Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Columbia Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of South America Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Saudi Arabia Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure United Arab Emirates Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure South Africa Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Figure Rest of Middle East and Africa Intelligent Process Automation Revenue (Million USD) and Growth Rate (2017-2027)
Table Intelligent Process Automation Market and Market Share by Service (2017-2027)
Figure Consulting Market and Growth Rate (2017-2027)
Figure Training & Support Market and Growth Rate (2017-2027)
Figure Design & Implementation Market and Growth Rate (2017-2027)
Table Intelligent Process Automation Market and Market Share by Technology (2017-2027)
Figure Computer Vision Market and Growth Rate (2017-2027)
Figure Machine Learning Market and Growth Rate (2017-2027)
Figure Virtual Agents Market and Growth Rate (2017-2027)
Figure Natural Language Processing Market and Growth Rate (2017-2027)
Figure Others Market and Growth Rate (2017-2027)
Table Intelligent Process Automation Market and Market Share by Vertical (2017-2027)
Figure Manufacturing Market and Growth Rate (2017-2027)
Figure BFSI Market and Growth Rate (2017-2027)
Figure IT & Telecom Market and Growth Rate (2017-2027)
Figure Healthcare Market and Growth Rate (2017-2027)
Figure Retail Market and Growth Rate (2017-2027)
Figure Others Market and Growth Rate (2017-2027)
Table Intelligent Process Automation Market by Regions (2017-2027)
Figure North America Intelligent Process Automation Growth Rate (2017-2027)
Figure North America Intelligent Process Automation Market and Growth Rate (2017-2027)
Figure North America Intelligent Process Automation by Country (2017-2027)
Figure North America Intelligent Process Automation Revenue (Million USD) by Country (2017-2027)
Figure United States Intelligent Process Automation Growth Rate (2017-2027)
Figure United States Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Canada Intelligent Process Automation Growth Rate (2017-2027)
Figure Canada Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Europe Intelligent Process Automation Growth Rate (2017-2027)
Figure Europe Intelligent Process Automation Market and Growth Rate (2017-2027)
Figure Europe Intelligent Process Automation by Country (2017-2027)
Figure Europe Intelligent Process Automation Revenue (Million USD) by Country (2017-2027)
Figure Germany Intelligent Process Automation Growth Rate (2017-2027)
Figure Germany Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure France Intelligent Process Automation Growth Rate (2017-2027)
Figure France Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure UK Intelligent Process Automation Growth Rate (2017-2027)
Figure UK Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Russia Intelligent Process Automation Growth Rate (2017-2027)
Figure Russia Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Italy Intelligent Process Automation Growth Rate (2017-2027)
Figure Italy Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Rest of Europe Intelligent Process Automation Growth Rate (2017-2027)
Figure Rest of Europe Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Asia-Pacific Intelligent Process Automation Growth Rate (2017-2027)
Figure Asia-Pacific Intelligent Process Automation Market and Growth Rate (2017-2027)
Figure Asia-Pacific Intelligent Process Automation by Country (2017-2027)
Figure Asia-Pacific Intelligent Process Automation Revenue (Million USD) by Country (2017-2027)
Figure China Intelligent Process Automation Growth Rate (2017-2027)
Figure China Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Japan Intelligent Process Automation Growth Rate (2017-2027)
Figure Japan Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Korea Intelligent Process Automation Growth Rate (2017-2027)
Figure Korea Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure India Intelligent Process Automation Growth Rate (2017-2027)
Figure India Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Southeast Asia Intelligent Process Automation Growth Rate (2017-2027)
Figure Southeast Asia Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Rest of Asia-Pacific Intelligent Process Automation Growth Rate (2017-2027)
Figure Rest of Asia-Pacific Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure South America Intelligent Process Automation Growth Rate (2017-2027)
Figure South America Intelligent Process Automation Market and Growth Rate (2017-2027)
Figure South America Intelligent Process Automation by Country (2017-2027)
Figure South America Intelligent Process Automation Revenue (Million USD) by Country (2017-2027)
Figure Brazil Intelligent Process Automation Growth Rate (2017-2027)
Figure Brazil Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Mexico Intelligent Process Automation Growth Rate (2017-2027)
Figure Mexico Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Columbia Intelligent Process Automation Growth Rate (2017-2027)
Figure Columbia Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Rest of South America Intelligent Process Automation Growth Rate (2017-2027)
Figure Rest of South America Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Middle East and Africa Intelligent Process Automation Growth Rate (2017-2027)
Figure Middle East and Africa Intelligent Process Automation Market and Growth Rate (2017-2027)
Figure Middle East and Africa Intelligent Process Automation by Country (2017-2027)
Figure Middle East and Africa Intelligent Process Automation Revenue (Million USD) by Country (2017-2027)
Figure Saudi Arabia Intelligent Process Automation Growth Rate (2017-2027)
Figure Saudi Arabia Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure United Arab Emirates Intelligent Process Automation Growth Rate (2017-2027)
Figure United Arab Emirates Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure South Africa Intelligent Process Automation Growth Rate (2017-2027)
Figure South Africa Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Figure Rest of Middle East and Africa Intelligent Process Automation Growth Rate (2017-2027)
Figure Rest of Middle East and Africa Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2017-2027)
Table Infosys Limited Intelligent Process Automation Financial Overview
Table Blue Prism Intelligent Process Automation Financial Overview
Table Tech Mahindra Limited Intelligent Process Automation Financial Overview
Table Capgemini Intelligent Process Automation Financial Overview
Table Tata Consultancy Services Limited Intelligent Process Automation Financial Overview
Table Cognizant Intelligent Process Automation Financial Overview
Table Atos Syntel Inc. Intelligent Process Automation Financial Overview
Table HCL Technologies Limited Intelligent Process Automation Financial Overview
Table Pegasystems Inc. Intelligent Process Automation Financial Overview
Table IBM Corporation Intelligent Process Automation Financial Overview
Figure Intelligent Process Automation Revenue (Millions USD) and Growth Rate (2021-2027)
Table Intelligent Process Automation Market Forecast by Regions (2021-2027)
Figure Intelligent Process Automation Forecast by Service (2021-2027)
Figure Intelligent Process Automation Market Share Forecast by Service (2021-2027)
Figure Intelligent Process Automation Forecast by Service (2021-2027)
Figure Intelligent Process Automation Forecast by Technology (2021-2027)
Figure Intelligent Process Automation Market Share Forecast by Technology (2021-2027)
Figure Intelligent Process Automation Forecast by Technology (2021-2027)
Figure Intelligent Process Automation Forecast by Vertical (2021-2027)
Figure Intelligent Process Automation Market Share Forecast by Vertical (2021-2027)
Figure Intelligent Process Automation Forecast by Vertical (2021-2027)

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Research Methodology

We use both primary as well as secondary research for our market surveys, estimates and for developing forecast. Our research process commence by analyzing the problem which enable us to design the scope for our research study. Our research process is uniquely designed with enough flexibility to adjust according to changing nature of products and markets, while retaining core element to ensure reliability and accuracy in research findings. We understand both macro and micro-economic factors to evaluate and forecast different market segments.

Data Mining

Data is extensively collected through various secondary sources such as annual reports, investor presentations, SEC filings, and other corporate publications. We also refer trade magazines, technical journals, paid databases such as Factiva and Bloomberg, industry trade journals, scientific journals, and social media data to understand market dynamics and industry trends. Further, we also conduct primary research to understand market drivers, restraints, opportunities, challenges, and competitive scenario to build our analysis.

Data Collection Matrix

Data Collection Matrix	Supply Side	Demand Side
Primary Data Sources	Manufacturers Distributors & Wholesalers GPOs	Physicians/Specialist Healthcare Providers Consumers
Secondary Data Sources	Annual Reports/SEC Filings/ Investor Presentations/ Press Releases Government/Associations Publications	Case Studies Reference Customers

 

Market Modeling and Forecasting

We use epidemiology and capital equipment-based models to forecast market size of different segments at country and regional level.

• Epidemiology-based Forecasting Model: This method uses epidemiology data gathered through various publications and from physicians to estimate population of patients, flow of treatment of individual disease and therapies. The data collected through this method includes statics on incidence of disease, population suffering from disease, and treatment population. This method is used to understand:

• Number of patients for particular device or medical procedure and
• Repeated use of particular device depending on health and condition of patient

• Capital-based Forecasting Model: This method of forecasting is based on number of replacements, installed-based and new sales of capital equipment used in various healthcare and diagnostic centers. These three parameters are calculated and forecast is developed. Installation base is calculated as average number of units per facility; while sales for particular year is calculated from number of new and replace units. Secondary data is collected through various supply chain intermediaries and opinion leaders to arrive at installation and sales rate. These techniques help our analysts in validating market and developed market estimates and forecast.

We do forecast on basis of several parameters such as market drivers, market opportunities, industry trends government regulations, raw materials supply and trade dynamics to ensure relevance of forecast with market scenario. With increasing need to granulized information, we used bottom-up methodology for forecasting where we evaluate each regional segment differently and combined all forecast to develop final market forecast.

Data Validation

We believe primary research is a very important tool in analyzing and forecasting different markets. In order to make sure accuracy of our findings, our team conducts primary interviews at every stage of research to gain deep insights into current business environment and future trends and key developments in market. This includes use of various methods such as telephonic interviews, focus groups, face to face interviews and questionnaires to validate our research from all aspects. We validate our data through primary research from key industry leaders such as CEO, product managers, marketing managers, suppliers, distributors, and consumers are frequently interviewed. These interviews provide valuable insights which help us to have better market understanding besides validating our estimates and forecast.

Data Triangulation

Industry Analysis

Qualitative Data	Quantitative Data (2017-2025)
Market Dynamics (Drivers, Restraints, and Challenges) Industry Trend Analysis Market Opportunities Government Policies and Regulations, Patent Analysis, and Reimbursement Policies Porter’s Five Forces and PESTLE Analysis Key Developments and Competitive Landscape	Market Assessment and Forecast Market Assessment and Forecast, By Product Market Assessment and Forecast, By Technology Market Assessment and Forecast, By Application Market Assessment and Forecast, By End User Market Assessment and Forecast, By Region/Country