Connected Street Light Market Dynamics - 2021 to 2031
The Connected Street Light Market is expected to register a CAGR of 20.4% from 2023 to 2031, with a market size expanding from US$ XX million in 2023 to US$ XX Million by 2031.
The report is segmented by Component (Hardware, Software, Services); Connectivity (Wired, Wireless); Application (Traffic Monitoring, Street Light Management, Video Surveillance, Smart Parking, Public Messaging, Others). The global analysis is further broken-down at regional level and major countries. The Report Offers the Value in USD for the above analysis and segments.
Purpose of the ReportThe report Connected Street Light Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:
- Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
- Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
- Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.
Connected Street Light Market Segmentation
Component- Hardware
- Software
- Services
- Wired
- Wireless
- Traffic Monitoring
- Street Light Management
- Video Surveillance
- Smart Parking
- Public Messaging
- Others
- North America
- Europe
- Asia-Pacific
- South and Central America
- Middle East and Africa
- North America
- Europe
- Asia-Pacific
- South and Central America
- Middle East and Africa
Strategic Insights
Connected Street Light Market Growth Drivers- Energy Efficiency and Cost Savings: Energy efficiency is one of the most important factors driving the deployment of smart connected streetlights. Traditional street lighting consumes a lot of electricity, and municipalities are seeking smarter solutions that bring them down significantly. On the other hand, streetlights connected to each other with LED technology, equipped with smart controls, can be developed in a way where their brightness levels adjust according to real-time conditions, such as traffic or changes in ambient light levels. As a result, costs and an environmental footprint are decreased, making connected street lighting very appealing for cities looking forward to improving sustainability.
- Government Initiatives and Regulations: Governments across the globe are encouraging the use of smart city technologies, such as connected street lighting, to enhance the urban infrastructure, ensure public safety, and achieve sustainability goals. Programs for reducing carbon footprints and meeting energy reduction targets have been urging cities to take up smart solutions that reduce energy utilization. Many municipalities are also getting funding or support from governmental programs to better street lighting systems, thereby promoting the growth of the connected street light market.
- Integration with Smart City Infrastructure: Connected street lights are an essential part of the overall smart city structure. Because cities become more and more connected, urban infrastructure, such as traffic management systems, environmental monitoring systems, and waste management, more and more integrate street lighting systems. By gathering data related to traffic patterns, air quality, and weather conditions, connected street lights help cities operate more efficiently and improve urban living conditions. This interconnectivity helps enable more fluid management of urban services-a key driver of demand for connected street lighting solutions.
- Energy Efficiency and Sustainability Focus: Another significant trend driving the connected street light market is the emphasis on energy efficiency and sustainability. With growing concerns over environmental impact and energy consumption, cities and municipalities are increasingly adopting LED-based connected street lights, which are more energy-efficient than traditional lighting solutions. These systems often incorporate dimming features, motion detection, and scheduling, further optimizing energy use. Moreover, the integration of renewable energy sources like solar power in street lighting systems is gaining momentum, contributing to more eco-friendly, self-sustaining street lighting solutions that reduce operational costs and carbon footprints.
- Public Safety and Crime Prevention: The connected street lighting market is also driven by the increase in public safety and combating crime. Smart street lighting can be fitted with sensors and cameras that can monitor pedestrians and vehicle traffic at real-time. This information can be deployed for security purposes to reduce crime and save emergency response time. Also, street lighting that is connected can be allied with other smart city solution avenues, such as CCTV systems and emergency alert systems, to build a safer urban atmosphere, and hence, a vital part of contemporary urban planning.
- Technological Advancements: Advances in IoT, sensor technology, and cloud computing had played a pivotal role in the growth of the connected street light market. With the proliferation of affordable, high-quality sensors and communication technologies, municipalities can now implement street lighting systems offering more than illumination alone. Such smart systems provide the ability to collect data, allow remotely monitoring, and control lighting, and even diagnose issues promptly. One of the main driving forces behind the expansion of this market is the technological development of connected street lights.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Connected Street Light Market, providing a holistic landscape.
- Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
- Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
- Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.
The research report on the Connected Street Light Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.
REGIONAL FRAMEWORK
Have a question?
Naveen
Naveen will walk you through a 15-minute call to present the report’s content and answer all queries if you have any.
Speak to Analyst
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
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.
Frequently Asked Questions
The Connected Street Light Market is estimated to witness a CAGR of 20.4% from 2023 to 2031
The major factors driving the connected street light market are:
1. Energy Efficiency and Cost Savings
2. Government Initiatives and Regulations
Integration with Smart City Infrastructure is anticipated to play a significant role in the global connected street light market in the coming years
The report can be delivered in PDF/PPT format; we can also share excel dataset based on the request
Some of the customization options available based on the request are an additional 3-5 company profiles and country-specific analysis of 3-5 countries of your choice. Customizations are to be requested/discussed before making final order confirmation as our team would review the same and check the feasibility
INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Connected Street Light Market - By Component
1.3.2 Connected Street Light Market - By Connectivity
1.3.3 Connected Street Light Market - By Application
1.3.4 Connected Street Light Market - By Region
1.3.4.1 By Country
2. KEY TAKEWAYS
3. RESEARCH METHODOLOGY
4. CONNECTED STREET LIGHT MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.3.1 North America - Pest Analysis
4.3.2 Europe - Pest Analysis
4.3.3 Asia-Pacific - Pest Analysis
4.3.4 Middle East and Africa - Pest Analysis
4.3.5 South and Central America - Pest Analysis
4.3. ECOSYSTEM ANALYSIS
5. CONNECTED STREET LIGHT MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
6. CONNECTED STREET LIGHT MARKET - GLOBAL MARKET ANALYSIS
6.1. CONNECTED STREET LIGHT - GLOBAL MARKET OVERVIEW
6.2. CONNECTED STREET LIGHT - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. CONNECTED STREET LIGHT MARKET - REVENUE AND FORECASTS TO 2028 - COMPONENT
7.1. OVERVIEW
7.2. COMPONENT MARKET FORECASTS AND ANALYSIS
7.3. HARDWARE
7.3.1. Overview
7.3.2. Hardware Market Forecast and Analysis
7.4. SOFTWARE
7.4.1. Overview
7.4.2. Software Market Forecast and Analysis
7.5. SERVICES
7.5.1. Overview
7.5.2. Services Market Forecast and Analysis
8. CONNECTED STREET LIGHT MARKET - REVENUE AND FORECASTS TO 2028 - CONNECTIVITY
8.1. OVERVIEW
8.2. CONNECTIVITY MARKET FORECASTS AND ANALYSIS
8.3. WIRED
8.3.1. Overview
8.3.2. Wired Market Forecast and Analysis
8.4. WIRELESS
8.4.1. Overview
8.4.2. Wireless Market Forecast and Analysis
9. CONNECTED STREET LIGHT MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
9.1. OVERVIEW
9.2. APPLICATION MARKET FORECASTS AND ANALYSIS
9.3. TRAFFIC MONITORING
9.3.1. Overview
9.3.2. Traffic Monitoring Market Forecast and Analysis
9.4. STREET LIGHT MANAGEMENT
9.4.1. Overview
9.4.2. Street Light Management Market Forecast and Analysis
9.5. VIDEO SURVEILLANCE
9.5.1. Overview
9.5.2. Video Surveillance Market Forecast and Analysis
9.6. SMART PARKING
9.6.1. Overview
9.6.2. Smart Parking Market Forecast and Analysis
9.7. PUBLIC MESSAGING
9.7.1. Overview
9.7.2. Public Messaging Market Forecast and Analysis
9.8. OTHERS
9.8.1. Overview
9.8.2. Others Market Forecast and Analysis
10. CONNECTED STREET LIGHT MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
10.1. NORTH AMERICA
10.1.1 North America Connected Street Light Market Overview
10.1.2 North America Connected Street Light Market Forecasts and Analysis
10.1.3 North America Market Forecasts and Analysis - By Component
10.1.4 North America Market Forecasts and Analysis - By Connectivity
10.1.5 North America Market Forecasts and Analysis - By Application
10.1.6 North America Market Forecasts and Analysis - By Countries
10.1.6.1 United States Market
10.1.6.1.1 United States Market by Component
10.1.6.1.2 United States Market by Connectivity
10.1.6.1.3 United States Market by Application
10.1.6.2 Canada Market
10.1.6.2.1 Canada Market by Component
10.1.6.2.2 Canada Market by Connectivity
10.1.6.2.3 Canada Market by Application
10.1.6.3 Mexico Market
10.1.6.3.1 Mexico Market by Component
10.1.6.3.2 Mexico Market by Connectivity
10.1.6.3.3 Mexico Market by Application
10.2. EUROPE
10.2.1 Europe Connected Street Light Market Overview
10.2.2 Europe Connected Street Light Market Forecasts and Analysis
10.2.3 Europe Market Forecasts and Analysis - By Component
10.2.4 Europe Market Forecasts and Analysis - By Connectivity
10.2.5 Europe Market Forecasts and Analysis - By Application
10.2.6 Europe Market Forecasts and Analysis - By Countries
10.2.6.1 Germany Market
10.2.6.1.1 Germany Market by Component
10.2.6.1.2 Germany Market by Connectivity
10.2.6.1.3 Germany Market by Application
10.2.6.2 France Market
10.2.6.2.1 France Market by Component
10.2.6.2.2 France Market by Connectivity
10.2.6.2.3 France Market by Application
10.2.6.3 Italy Market
10.2.6.3.1 Italy Market by Component
10.2.6.3.2 Italy Market by Connectivity
10.2.6.3.3 Italy Market by Application
10.2.6.4 United Kingdom Market
10.2.6.4.1 United Kingdom Market by Component
10.2.6.4.2 United Kingdom Market by Connectivity
10.2.6.4.3 United Kingdom Market by Application
10.2.6.5 Russia Market
10.2.6.5.1 Russia Market by Component
10.2.6.5.2 Russia Market by Connectivity
10.2.6.5.3 Russia Market by Application
10.2.6.6 Rest of Europe Market
10.2.6.6.1 Rest of Europe Market by Component
10.2.6.6.2 Rest of Europe Market by Connectivity
10.2.6.6.3 Rest of Europe Market by Application
10.3. ASIA-PACIFIC
10.3.1 Asia-Pacific Connected Street Light Market Overview
10.3.2 Asia-Pacific Connected Street Light Market Forecasts and Analysis
10.3.3 Asia-Pacific Market Forecasts and Analysis - By Component
10.3.4 Asia-Pacific Market Forecasts and Analysis - By Connectivity
10.3.5 Asia-Pacific Market Forecasts and Analysis - By Application
10.3.6 Asia-Pacific Market Forecasts and Analysis - By Countries
10.3.6.1 Australia Market
10.3.6.1.1 Australia Market by Component
10.3.6.1.2 Australia Market by Connectivity
10.3.6.1.3 Australia Market by Application
10.3.6.2 China Market
10.3.6.2.1 China Market by Component
10.3.6.2.2 China Market by Connectivity
10.3.6.2.3 China Market by Application
10.3.6.3 India Market
10.3.6.3.1 India Market by Component
10.3.6.3.2 India Market by Connectivity
10.3.6.3.3 India Market by Application
10.3.6.4 Japan Market
10.3.6.4.1 Japan Market by Component
10.3.6.4.2 Japan Market by Connectivity
10.3.6.4.3 Japan Market by Application
10.3.6.5 South Korea Market
10.3.6.5.1 South Korea Market by Component
10.3.6.5.2 South Korea Market by Connectivity
10.3.6.5.3 South Korea Market by Application
10.3.6.6 Rest of Asia-Pacific Market
10.3.6.6.1 Rest of Asia-Pacific Market by Component
10.3.6.6.2 Rest of Asia-Pacific Market by Connectivity
10.3.6.6.3 Rest of Asia-Pacific Market by Application
10.4. MIDDLE EAST AND AFRICA
10.4.1 Middle East and Africa Connected Street Light Market Overview
10.4.2 Middle East and Africa Connected Street Light Market Forecasts and Analysis
10.4.3 Middle East and Africa Market Forecasts and Analysis - By Component
10.4.4 Middle East and Africa Market Forecasts and Analysis - By Connectivity
10.4.5 Middle East and Africa Market Forecasts and Analysis - By Application
10.4.6 Middle East and Africa Market Forecasts and Analysis - By Countries
10.4.6.1 Rest of Middle East and Africa Market
10.4.6.1.1 Rest of Middle East and Africa Market by Component
10.4.6.1.2 Rest of Middle East and Africa Market by Connectivity
10.4.6.1.3 Rest of Middle East and Africa Market by Application
10.4.6.2 South Africa Market
10.4.6.2.1 South Africa Market by Component
10.4.6.2.2 South Africa Market by Connectivity
10.4.6.2.3 South Africa Market by Application
10.4.6.3 Saudi Arabia Market
10.4.6.3.1 Saudi Arabia Market by Component
10.4.6.3.2 Saudi Arabia Market by Connectivity
10.4.6.3.3 Saudi Arabia Market by Application
10.4.6.4 U.A.E Market
10.4.6.4.1 U.A.E Market by Component
10.4.6.4.2 U.A.E Market by Connectivity
10.4.6.4.3 U.A.E Market by Application
10.5. SOUTH AND CENTRAL AMERICA
10.5.1 South and Central America Connected Street Light Market Overview
10.5.2 South and Central America Connected Street Light Market Forecasts and Analysis
10.5.3 South and Central America Market Forecasts and Analysis - By Component
10.5.4 South and Central America Market Forecasts and Analysis - By Connectivity
10.5.5 South and Central America Market Forecasts and Analysis - By Application
10.5.6 South and Central America Market Forecasts and Analysis - By Countries
10.5.6.1 Rest of South and Central America Market
10.5.6.1.1 Rest of South and Central America Market by Component
10.5.6.1.2 Rest of South and Central America Market by Connectivity
10.5.6.1.3 Rest of South and Central America Market by Application
10.5.6.2 Brazil Market
10.5.6.2.1 Brazil Market by Component
10.5.6.2.2 Brazil Market by Connectivity
10.5.6.2.3 Brazil Market by Application
10.5.6.3 Argentina Market
10.5.6.3.1 Argentina Market by Component
10.5.6.3.2 Argentina Market by Connectivity
10.5.6.3.3 Argentina Market by Application
10.5.6.4 Rest of South and Central America Market
10.5.6.4.1 Rest of South and Central America Market by Component
10.5.6.4.2 Rest of South and Central America Market by Connectivity
10.5.6.4.3 Rest of South and Central America Market by Application
11. INDUSTRY LANDSCAPE
11.1. MERGERS AND ACQUISITIONS
11.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
11.3. NEW PRODUCT LAUNCHES
11.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
12. CONNECTED STREET LIGHT MARKET, KEY COMPANY PROFILES
12.1. INC.
12.1.1. Key Facts
12.1.2. Business Description
12.1.3. Products and Services
12.1.4. Financial Overview
12.1.5. SWOT Analysis
12.1.6. Key Developments
12.2. DIMONOFF INC.
12.2.1. Key Facts
12.2.2. Business Description
12.2.3. Products and Services
12.2.4. Financial Overview
12.2.5. SWOT Analysis
12.2.6. Key Developments
12.3. ENGO PLANET INC.
12.3.1. Key Facts
12.3.2. Business Description
12.3.3. Products and Services
12.3.4. Financial Overview
12.3.5. SWOT Analysis
12.3.6. Key Developments
12.4. GENERAL ELECTRIC COMPANY
12.4.1. Key Facts
12.4.2. Business Description
12.4.3. Products and Services
12.4.4. Financial Overview
12.4.5. SWOT Analysis
12.4.6. Key Developments
12.5. KONINKLIJKE PHILIPS N.V.
12.5.1. Key Facts
12.5.2. Business Description
12.5.3. Products and Services
12.5.4. Financial Overview
12.5.5. SWOT Analysis
12.5.6. Key Developments
12.6. LONMARK INTERNATIONAL
12.6.1. Key Facts
12.6.2. Business Description
12.6.3. Products and Services
12.6.4. Financial Overview
12.6.5. SWOT Analysis
12.6.6. Key Developments
12.7. OSRAM GMBH
12.7.1. Key Facts
12.7.2. Business Description
12.7.3. Products and Services
12.7.4. Financial Overview
12.7.5. SWOT Analysis
12.7.6. Key Developments
12.8. SILVER SPRING NETWORKS
12.8.1. Key Facts
12.8.2. Business Description
12.8.3. Products and Services
12.8.4. Financial Overview
12.8.5. SWOT Analysis
12.8.6. Key Developments
12.9. TRILLIANT HOLDINGS INC.
12.9.1. Key Facts
12.9.2. Business Description
12.9.3. Products and Services
12.9.4. Financial Overview
12.9.5. SWOT Analysis
12.9.6. Key Developments
12.10. TELENSA
12.10.1. Key Facts
12.10.2. Business Description
12.10.3. Products and Services
12.10.4. Financial Overview
12.10.5. SWOT Analysis
12.10.6. Key Developments
14. APPENDIX
14.1. ABOUT THE INSIGHT PARTNERS
14.2. GLOSSARY OF TERMS
1. Cisco Inc.
2. Dimonoff Inc.
3. Engo Planet Inc.
4. General Electric Company
5. Koninklijke Philips N.V.
6. LonMark International
7. OSRAM GmbH
8. Silver Spring Networks.
9. Trilliant Holdings Inc.
10. Telensa
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.
Get Free Sample For