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Global Internet Of Things (IoT) In Logistics Market Size, Status And Forecast 2019-2025

Published on: Feb 2019 | From USD $3900 | Published By: QY RESEARCH | Number Of Pages: 101

Logistics companies invest in automation to increase efficiency, speed, and optimization & timing of the services, thus increasing revenue and customer satisfaction. From a range of rapid high-tech evolutions and in a progressively digital environment where automationis affecting the entire industry, most of the board members of transport & logistics companies appreciate IoT solutions (tooptimize production,engage with customers, and operations) as key areas ofinvestment.

In 2018, the global Internet of Things (IoT) in Logistics market size was xx million US$ and it is expected to reach xx million US$ by the end of 2025, with a CAGR of xx% during 2019-2025.



This report focuses on the global Internet of Things (IoT) in Logistics status, future forecast, growth opportunity, key market and key players. The study objectives are to present the Internet of Things (IoT) in Logistics development in United States, Europe and China.



The key players covered in this study

Cisco Systems Inc.

Octonion SA

Kaa IoT Technologies

NEC Corporation

Honeywell International

Novire Technologies

SAP SE

Intel Corporation

Oracle Corporation

Bosch Software Innovations GmbH

Rockwell Automation, Inc.

BICS SA/NV

Amazon Web Services

International Business Machine (IBM) Corporation

PTC Inc.



Market segment by Type, the product can be split into

Traffic and Fleet Management

Resource and Energy Monitoring

Safety and Security

Others (Operations Management, Data Analysis)



Market segment by Application, split into

Fleet

Warehouse

Freight

Yard/ Dock



Market segment by Regions/Countries, this report covers

United States

Europe

China

Japan

Southeast Asia

India

Central & South America



The study objectives of this report are:

To analyze global Internet of Things (IoT) in Logistics status, future forecast, growth opportunity, key market and key players.

To present the Internet of Things (IoT) in Logistics development in United States, Europe and China.

To strategically profile the key players and comprehensively analyze their development plan and strategies.

To define, describe and forecast the market by product type, market and key regions.



In this study, the years considered to estimate the market size of Internet of Things (IoT) in Logistics are as follows:

History Year: 2014-2018

Base Year: 2018

Estimated Year: 2019

Forecast Year 2019 to 2025

For the data information by region, company, type and application, 2018 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.

Table of Contents



1 Report Overview

1.1 Study Scope

1.2 Key Market Segments

1.3 Players Covered

1.4 Market Analysis by Type

1.4.1 Global Internet of Things (IoT) in Logistics Market Size Growth Rate by Type (2014-2025)

1.4.2 Traffic and Fleet Management

1.4.3 Resource and Energy Monitoring

1.4.4 Safety and Security

1.4.5 Others (Operations Management, Data Analysis)

1.5 Market by Application

1.5.1 Global Internet of Things (IoT) in Logistics Market Share by Application (2014-2025)

1.5.2 Fleet

1.5.3 Warehouse

1.5.4 Freight

1.5.5 Yard/ Dock

1.6 Study Objectives

1.7 Years Considered



2 Global Growth Trends

2.1 Internet of Things (IoT) in Logistics Market Size

2.2 Internet of Things (IoT) in Logistics Growth Trends by Regions

2.2.1 Internet of Things (IoT) in Logistics Market Size by Regions (2014-2025)

2.2.2 Internet of Things (IoT) in Logistics Market Share by Regions (2014-2019)

2.3 Industry Trends

2.3.1 Market Top Trends

2.3.2 Market Drivers

2.3.3 Market Opportunities



3 Market Share by Key Players

3.1 Internet of Things (IoT) in Logistics Market Size by Manufacturers

3.1.1 Global Internet of Things (IoT) in Logistics Revenue by Manufacturers (2014-2019)

3.1.2 Global Internet of Things (IoT) in Logistics Revenue Market Share by Manufacturers (2014-2019)

3.1.3 Global Internet of Things (IoT) in Logistics Market Concentration Ratio (CR5 and HHI)

3.2 Internet of Things (IoT) in Logistics Key Players Head office and Area Served

3.3 Key Players Internet of Things (IoT) in Logistics Product/Solution/Service

3.4 Date of Enter into Internet of Things (IoT) in Logistics Market

3.5 Mergers & Acquisitions, Expansion Plans



4 Breakdown Data by Type and Application

4.1 Global Internet of Things (IoT) in Logistics Market Size by Type (2014-2019)

4.2 Global Internet of Things (IoT) in Logistics Market Size by Application (2014-2019)



5 United States

5.1 United States Internet of Things (IoT) in Logistics Market Size (2014-2019)

5.2 Internet of Things (IoT) in Logistics Key Players in United States

5.3 United States Internet of Things (IoT) in Logistics Market Size by Type

5.4 United States Internet of Things (IoT) in Logistics Market Size by Application



6 Europe

6.1 Europe Internet of Things (IoT) in Logistics Market Size (2014-2019)

6.2 Internet of Things (IoT) in Logistics Key Players in Europe

6.3 Europe Internet of Things (IoT) in Logistics Market Size by Type

6.4 Europe Internet of Things (IoT) in Logistics Market Size by Application



7 China

7.1 China Internet of Things (IoT) in Logistics Market Size (2014-2019)

7.2 Internet of Things (IoT) in Logistics Key Players in China

7.3 China Internet of Things (IoT) in Logistics Market Size by Type

7.4 China Internet of Things (IoT) in Logistics Market Size by Application



8 Japan

8.1 Japan Internet of Things (IoT) in Logistics Market Size (2014-2019)

8.2 Internet of Things (IoT) in Logistics Key Players in Japan

8.3 Japan Internet of Things (IoT) in Logistics Market Size by Type

8.4 Japan Internet of Things (IoT) in Logistics Market Size by Application



9 Southeast Asia

9.1 Southeast Asia Internet of Things (IoT) in Logistics Market Size (2014-2019)

9.2 Internet of Things (IoT) in Logistics Key Players in Southeast Asia

9.3 Southeast Asia Internet of Things (IoT) in Logistics Market Size by Type

9.4 Southeast Asia Internet of Things (IoT) in Logistics Market Size by Application



10 India

10.1 India Internet of Things (IoT) in Logistics Market Size (2014-2019)

10.2 Internet of Things (IoT) in Logistics Key Players in India

10.3 India Internet of Things (IoT) in Logistics Market Size by Type

10.4 India Internet of Things (IoT) in Logistics Market Size by Application



11 Central & South America

11.1 Central & South America Internet of Things (IoT) in Logistics Market Size (2014-2019)

11.2 Internet of Things (IoT) in Logistics Key Players in Central & South America

11.3 Central & South America Internet of Things (IoT) in Logistics Market Size by Type

11.4 Central & South America Internet of Things (IoT) in Logistics Market Size by Application



12 International Players Profiles

12.1 Cisco Systems Inc.

12.1.1 Cisco Systems Inc. Company Details

12.1.2 Company Description and Business Overview

12.1.3 Internet of Things (IoT) in Logistics Introduction

12.1.4 Cisco Systems Inc. Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.1.5 Cisco Systems Inc. Recent Development

12.2 Octonion SA

12.2.1 Octonion SA Company Details

12.2.2 Company Description and Business Overview

12.2.3 Internet of Things (IoT) in Logistics Introduction

12.2.4 Octonion SA Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.2.5 Octonion SA Recent Development

12.3 Kaa IoT Technologies

12.3.1 Kaa IoT Technologies Company Details

12.3.2 Company Description and Business Overview

12.3.3 Internet of Things (IoT) in Logistics Introduction

12.3.4 Kaa IoT Technologies Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.3.5 Kaa IoT Technologies Recent Development

12.4 NEC Corporation

12.4.1 NEC Corporation Company Details

12.4.2 Company Description and Business Overview

12.4.3 Internet of Things (IoT) in Logistics Introduction

12.4.4 NEC Corporation Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.4.5 NEC Corporation Recent Development

12.5 Honeywell International

12.5.1 Honeywell International Company Details

12.5.2 Company Description and Business Overview

12.5.3 Internet of Things (IoT) in Logistics Introduction

12.5.4 Honeywell International Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.5.5 Honeywell International Recent Development

12.6 Novire Technologies

12.6.1 Novire Technologies Company Details

12.6.2 Company Description and Business Overview

12.6.3 Internet of Things (IoT) in Logistics Introduction

12.6.4 Novire Technologies Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.6.5 Novire Technologies Recent Development

12.7 SAP SE

12.7.1 SAP SE Company Details

12.7.2 Company Description and Business Overview

12.7.3 Internet of Things (IoT) in Logistics Introduction

12.7.4 SAP SE Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.7.5 SAP SE Recent Development

12.8 Intel Corporation

12.8.1 Intel Corporation Company Details

12.8.2 Company Description and Business Overview

12.8.3 Internet of Things (IoT) in Logistics Introduction

12.8.4 Intel Corporation Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.8.5 Intel Corporation Recent Development

12.9 Oracle Corporation

12.9.1 Oracle Corporation Company Details

12.9.2 Company Description and Business Overview

12.9.3 Internet of Things (IoT) in Logistics Introduction

12.9.4 Oracle Corporation Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.9.5 Oracle Corporation Recent Development

12.10 Bosch Software Innovations GmbH

12.10.1 Bosch Software Innovations GmbH Company Details

12.10.2 Company Description and Business Overview

12.10.3 Internet of Things (IoT) in Logistics Introduction

12.10.4 Bosch Software Innovations GmbH Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)

12.10.5 Bosch Software Innovations GmbH Recent Development

12.11 Rockwell Automation, Inc.

12.12 BICS SA/NV

12.13 Amazon Web Services

12.14 International Business Machine (IBM) Corporation

12.15 PTC Inc.



13 Market Forecast 2019-2025

13.1 Market Size Forecast by Regions

13.2 United States

13.3 Europe

13.4 China

13.5 Japan

13.6 Southeast Asia

13.7 India

13.8 Central & South America

13.9 Market Size Forecast by Product (2019-2025)

13.10 Market Size Forecast by Application (2019-2025)



14 Analyst's Viewpoints/Conclusions



15 Appendix

15.1 Research Methodology

15.1.1 Methodology/Research Approach

15.1.1.1 Research Programs/Design

15.1.1.2 Market Size Estimation

12.1.1.3 Market Breakdown and Data Triangulation

15.1.2 Data Source

15.1.2.1 Secondary Sources

15.1.2.2 Primary Sources

15.2 Disclaimer

15.3 Author Details

List of Tables and Figures



Table Internet of Things (IoT) in Logistics Key Market Segments

Table Key Players Internet of Things (IoT) in Logistics Covered

Table Global Internet of Things (IoT) in Logistics Market Size Growth Rate by Type 2014-2025 (Million US$)

Figure Global Internet of Things (IoT) in Logistics Market Size Market Share by Type 2014-2025

Figure Traffic and Fleet Management Figures

Table Key Players of Traffic and Fleet Management

Figure Resource and Energy Monitoring Figures

Table Key Players of Resource and Energy Monitoring

Figure Safety and Security Figures

Table Key Players of Safety and Security

Figure Others (Operations Management, Data Analysis) Figures

Table Key Players of Others (Operations Management, Data Analysis)

Table Global Internet of Things (IoT) in Logistics Market Size Growth by Application 2014-2025 (Million US$)

Figure Fleet Case Studies

Figure Warehouse Case Studies

Figure Freight Case Studies

Figure Yard/ Dock Case Studies

Figure Internet of Things (IoT) in Logistics Report Years Considered

Table Global Internet of Things (IoT) in Logistics Market Size 2014-2025 (Million US$)

Figure Global Internet of Things (IoT) in Logistics Market Size and Growth Rate 2014-2025 (Million US$)

Table Global Internet of Things (IoT) in Logistics Market Size by Regions 2014-2025 (Million US$)

Table Global Internet of Things (IoT) in Logistics Market Size by Regions 2014-2019 (Million US$)

Table Global Internet of Things (IoT) in Logistics Market Share by Regions 2014-2019

Figure Global Internet of Things (IoT) in Logistics Market Share by Regions 2014-2019

Figure Global Internet of Things (IoT) in Logistics Market Share by Regions 2019

Table Market Top Trends

Table Global Internet of Things (IoT) in Logistics Revenue by Manufacturers (2014-2019) (Million US$)

Table Global Internet of Things (IoT) in Logistics Market Share by Manufacturers (2014-2019)

Figure Global Internet of Things (IoT) in Logistics Market Share by Manufacturers in 2018

Table Global Internet of Things (IoT) in Logistics Manufacturers Market Concentration Ratio (CR5 and HHI)

Table Key Players Head office and Area Served

Table Key Players Internet of Things (IoT) in Logistics Product/Solution/Service

Table Date of Enter into Internet of Things (IoT) in Logistics Market

Table Mergers & Acquisitions, Expansion Plans

Table Global Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table Global Internet of Things (IoT) in Logistics Market Size Share by Type (2014-2019)

Figure Global Internet of Things (IoT) in Logistics Market Size Market Share by Type (2014-2019)

Table Global Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table Global Internet of Things (IoT) in Logistics Market Size Share by Application (2014-2019)

Figure Global Internet of Things (IoT) in Logistics Market Size Market Share by Application (2014-2019)

Figure Global Internet of Things (IoT) in Logistics Revenue Market Share by Application in 2018

Figure United States Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table United States Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table United States Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table United States Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table United States Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table United States Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table United States Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Figure Europe Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table Europe Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table Europe Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table Europe Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table Europe Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table Europe Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table Europe Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Figure China Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table China Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table China Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table China Internet of Things (IoT) in Logistics Market Size by Type (2014-20189) (Million US$)

Table China Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table China Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table China Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Figure Japan Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table Japan Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table Japan Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table Japan Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table Japan Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table Japan Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table Japan Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Figure Southeast Asia Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table Southeast Asia Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table Southeast Asia Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table Southeast Asia Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table Southeast Asia Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table Southeast Asia Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table Southeast Asia Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Figure India Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table India Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table India Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table India Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table India Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table India Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table India Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Figure Central & South America Internet of Things (IoT) in Logistics Market Size 2014-2019 (Million US$)

Table Central & South America Key Players Internet of Things (IoT) in Logistics Revenue (2018-2019) (Million US$)

Table Central & South America Key Players Internet of Things (IoT) in Logistics Market Share (2018-2019)

Table Central & South America Internet of Things (IoT) in Logistics Market Size by Type (2014-2019) (Million US$)

Table Central & South America Internet of Things (IoT) in Logistics Market Share by Type (2014-2019)

Table Central & South America Internet of Things (IoT) in Logistics Market Size by Application (2014-2019) (Million US$)

Table Central & South America Internet of Things (IoT) in Logistics Market Share by Application (2014-2019)

Table Cisco Systems Inc. Company Details

Table Cisco Systems Inc. Revenue in Internet of Things (IoT) in Logistics Business (2014-2019) (Million US$)

Figure Cisco Systems Inc. Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Cisco Systems Inc. Recent Development

Table Octonion SA Company Details

Table Octonion SA Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Octonion SA Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Octonion SA Recent Development

Table Kaa IoT Technologies Company Details

Table Kaa IoT Technologies Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Kaa IoT Technologies Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Kaa IoT Technologies Recent Development

Table NEC Corporation Company Details

Table NEC Corporation Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure NEC Corporation Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table NEC Corporation Recent Development

Table Honeywell International Company Details

Table Honeywell International Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Honeywell International Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Honeywell International Recent Development

Table Novire Technologies Company Details

Table Novire Technologies Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Novire Technologies Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Novire Technologies Recent Development

Table SAP SE Company Details

Table SAP SE Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure SAP SE Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table SAP SE Recent Development

Table Intel Corporation Company Details

Table Intel Corporation Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Intel Corporation Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Intel Corporation Recent Development

Table Oracle Corporation Company Details

Table Oracle Corporation Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Oracle Corporation Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Oracle Corporation Recent Development

Table Bosch Software Innovations GmbH Company Details

Table Bosch Software Innovations GmbH Revenue in Internet of Things (IoT) in Logistics Business (2014-2019)(Million US$)

Figure Bosch Software Innovations GmbH Revenue Growth Rate in Internet of Things (IoT) in Logistics Business (2014-2019)

Table Bosch Software Innovations GmbH Recent Development

Table Rockwell Automation, Inc. Company Details

Table BICS SA/NV Company Details

Table Amazon Web Services Company Details

Table International Business Machine (IBM) Corporation Company Details

Table PTC Inc. Company Details

Table Global Internet of Things (IoT) in Logistics Market Size by Regions (Million US$) 2019-2025

Figure Global Internet of Things (IoT) in Logistics Market Size Share by Regions (2019-2025)

Figure Global Internet of Things (IoT) in Logistics Market Size Share by Regions in 2025

Figure United States Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Figure Europe Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Figure China Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Figure Japan Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Figure Southeast Asia Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Figure India Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Figure Central & South America Internet of Things (IoT) in Logistics Market Size Forecast (2019-2025)(Million USD)

Table Global Internet of Things (IoT) in Logistics Market Size by Product (2019-2025) (Million US$)

Figure Global Internet of Things (IoT) in Logistics Market Size by Product (2019-2025)

Figure Global Internet of Things (IoT) in Logistics Market Size by Product in 2025

Table Global Internet of Things (IoT) in Logistics Market Size by Application (2019-2025) (Million US$)

Figure Global Internet of Things (IoT) in Logistics Market Size by Application (2019-2025)

Figure Global Internet of Things (IoT) in Logistics Market Size by Application in 2025

Table Research Programs/Design for This Report

Figure Bottom-up and Top-down Approaches for This Report

Figure Data Triangulation

Table Key Data Information from Secondary Sources

Table Key Data Information from Primary Sources

SECONDARY RESEARCH
Secondary Research Information is collected from a number of publicly available as well as paid databases. Public sources involve publications by different associations and governments, annual reports and statements of companies, white papers and research publications by recognized industry experts and renowned academia etc. Paid data sources include third party authentic industry databases.

PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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