Digital Last Mile Platform Market
Digital Last-Mile Platform Market Forecasts to 2030 - Global Analysis By Platform Type (Crowd sourced Delivery Platforms, Delivery Management Software, Urban Mobility Platforms and Other Platform Types), Component, Deployment, Application, End User and By Geography
According to Stratistics MRC, the Global Digital Last-Mile Platform Market is accounted for $7.46 billion in 2023 and is expected to reach $21.7 billion by 2030 growing at a CAGR of 16.5% during the forecast period. A digital last-mile platform is a technology-driven solution designed to optimize the final leg of product or service delivery to customers. It integrates various components like logistics, distribution, and communication channels to streamline and enhance the efficiency of last-mile operations. These platforms leverage data analytics, AI algorithms, and real-time tracking to improve route planning, minimize delivery times, and enhance customer experiences.
Market Dynamics:
Driver:
E-commerce growth
The rapid expansion of e-commerce is a significant driver for digital last-mile platforms. As more consumers shop online, there is a growing need for efficient and reliable delivery services to fulfill orders and ensure timely deliveries. As a result, businesses are turning to digital last-mile platforms to gain a competitive edge by improving delivery speed, accuracy, and overall customer satisfaction. Therefore, e-commerce growth is an element that accelerates market demand.
Restraint:
Security and privacy concerns
These platforms handle sensitive data, such as customer information, delivery addresses, and payment details, making them attractive targets for cyber attacks and data breaches. Moreover, the interconnected nature of digital last-mile platforms, which often involve multiple stakeholders such as retailers, logistics providers, and third-party delivery partners, increases the complexity of security management and introduces potential vulnerabilities in the supply chain. Overall, security and privacy concerns hinder the market's growth.
Opportunity:
Urbanization and population density
The increasing urbanization and concentration of populations in cities drive the demand for digital last-mile solutions. The rise of on-demand services and the expectation for fast, convenient delivery options among urban consumers further amplify the demand for Digital Last-Mile Platforms. Moreover, these platforms enable businesses to offer flexible delivery choices such as same-day or express delivery, which are essential for meeting the expectations of urban customers who value speed and convenience.
Threat:
Intense competition
As the demand for last-mile delivery solutions continues to rise, numerous players, including both established companies and startups, enter the market, intensifying competition. Moreover, the low barriers to entry in the digital last-mile space contribute to increased competition, as new entrants can quickly develop and launch competing platforms, leveraging readily available technologies and solutions. These factors limit the market's expansion.
Covid-19 Impact
The COVID-19 pandemic has had a profound impact on the digital last-mile platform market. As lockdowns and social distancing measures were implemented worldwide, e-commerce experienced a surge in demand as consumers turned to online shopping for their essential and non-essential needs. This rapid increase in e-commerce activity placed immense pressure on last-mile delivery systems, highlighting the critical importance of efficient and reliable digital last-mile platforms.
The software segment is expected to be the largest during the forecast period
The software segment is estimated to hold the largest share. Software plays a pivotal role in enabling the efficient management and optimization of last-mile delivery operations. This software encompasses a wide range of functionalities designed to streamline various aspects of the delivery process, from route planning and optimization to real-time tracking and customer communication. Additionally, by minimizing travel distances and maximizing delivery efficiency, this software helps businesses reduce transportation costs and improve overall operational performance.
The retail & e-commerce segment is expected to have the highest CAGR during the forecast period
The retail & e-commerce segment is anticipated to have lucrative growth during the forecast period. Digital last-mile platforms offer retailers and e-commerce businesses the tools and capabilities needed to streamline their last-mile delivery operations. These platforms utilize advanced technologies such as route optimization algorithms, real-time tracking systems, and predictive analytics to optimize delivery routes, minimize delivery times, and enhance overall efficiency.
Region with largest share:
North America commanded the largest market share during the extrapolated period. The region boasts a mature e-commerce ecosystem with a large and affluent consumer base that is increasingly adopting online shopping for a wide range of products and services. This surge in e-commerce activity has created a high demand for efficient last-mile delivery solutions, prompting businesses to invest in digital last-mile platforms to meet evolving customer expectations.
Region with highest CAGR:
Europe is expected to witness profitable growth over the projection period. The region's diverse and highly developed e-commerce landscape has led to a surge in online shopping, driving the demand for efficient last-mile delivery solutions. Moreover, Europe's stringent environmental regulations and sustainability goals are driving the adoption of digital last-mile platforms that prioritize eco-friendly delivery practices, such as route optimization to reduce emissions and the use of electric vehicles.
Key players in the market
Some of the key players in the Digital Last-Mile Platform Market include Zebra Technologies Corporation, Shipwell, Inc., Onro, Inc., Onfleet, Inc., Shipsy.io, Descartes Systems Group Inc., FarEye Technologies, Inc., Loginext Solutions Private Limited, Scurri Ltd., Click Labs Inc, WorkWave LLC and Bringg Delivery Technologies Ltd.
Key Developments:
In July 2023, Onfleet, the leading last mile delivery management Software Company and Riptide, a 3-way text messaging platform, announced a partnership integration to provide white glove experiences for every last mile delivery by bringing customers, drivers and dispatchers together instantly and at-scale.
In February 2023, Shipwell is continuing to expand its Managed Transportation Services (MTS) offerings with the addition of a new partnership with Marex Services, a leading provider of MTS for industrial, heavy equipment, and building products companies, as well as additional services such as freight forwarding, ocean, drayage, and more.
In September 2022, Shipwell and NMB Solutions Inc announced their partnership, bringing Shipwell’s modern, best-in-class Transportation Management System (TMS) to the Microsoft D365 community.
Platform Types Covered:
• Crowd sourced Delivery Platforms
• Delivery Management Software
• Urban Mobility Platforms
• Other Platform Types
Components Covered:
• Services
• Software
Deployments Covered:
• Cloud
• On-Premise
Applications Covered:
• Customer Communication
• Route Optimization
• Tracking
• Analytics & Reporting
• Other Applications
End Users Covered:
• Healthcare
• Logistics
• Retail & E-commerce
• Food & Beverage
• Other End Users
Regions Covered:
• North America
o US
o Canada
o Mexico
• Europe
o Germany
o UK
o Italy
o France
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o South Korea
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
• Company Profiling
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
2.1 Abstract
2.2 Stake Holders
2.3 Research Scope
2.4 Research Methodology
2.4.1 Data Mining
2.4.2 Data Analysis
2.4.3 Data Validation
2.4.4 Research Approach
2.5 Research Sources
2.5.1 Primary Research Sources
2.5.2 Secondary Research Sources
2.5.3 Assumptions
3 Market Trend Analysis
3.1 Introduction
3.2 Drivers
3.3 Restraints
3.4 Opportunities
3.5 Threats
3.6 Application Analysis
3.7 End User Analysis
3.8 Emerging Markets
3.9 Impact of Covid-19
4 Porters Five Force Analysis
4.1 Bargaining power of suppliers
4.2 Bargaining power of buyers
4.3 Threat of substitutes
4.4 Threat of new entrants
4.5 Competitive rivalry
5 Global Digital Last-Mile Platform Market, By Platform Type
5.1 Introduction
5.2 Crowdsourced Delivery Platforms
5.3 Delivery Management Software
5.4 Urban Mobility Platforms
5.5 Other Platform Types
6 Global Digital Last-Mile Platform Market, By Component
6.1 Introduction
6.2 Services
6.3 Software
7 Global Digital Last-Mile Platform Market, By Deployment
7.1 Introduction
7.2 Cloud
7.3 On-Premise
8 Global Digital Last-Mile Platform Market, By Application
8.1 Introduction
8.2 Customer Communication
8.3 Route Optimization
8.4 Tracking
8.5 Analytics & Reporting
8.6 Other Applications
9 Global Digital Last-Mile Platform Market, By End User
9.1 Introduction
9.2 Healthcare
9.3 Logistics
9.4 Retail & E-commerce
9.5 Food & Beverage
9.6 Other End Users
10 Global Digital Last-Mile Platform Market, By Geography
10.1 Introduction
10.2 North America
10.2.1 US
10.2.2 Canada
10.2.3 Mexico
10.3 Europe
10.3.1 Germany
10.3.2 UK
10.3.3 Italy
10.3.4 France
10.3.5 Spain
10.3.6 Rest of Europe
10.4 Asia Pacific
10.4.1 Japan
10.4.2 China
10.4.3 India
10.4.4 Australia
10.4.5 New Zealand
10.4.6 South Korea
10.4.7 Rest of Asia Pacific
10.5 South America
10.5.1 Argentina
10.5.2 Brazil
10.5.3 Chile
10.5.4 Rest of South America
10.6 Middle East & Africa
10.6.1 Saudi Arabia
10.6.2 UAE
10.6.3 Qatar
10.6.4 South Africa
10.6.5 Rest of Middle East & Africa
11 Key Developments
11.1 Agreements, Partnerships, Collaborations and Joint Ventures
11.2 Acquisitions & Mergers
11.3 New Product Launch
11.4 Expansions
11.5 Other Key Strategies
12 Company Profiling
12.1 Zebra Technologies Corporation
12.2 Shipwell, Inc.
12.3 Onro, Inc.
12.4 Onfleet, Inc.
12.5 Shipsy.io
12.6 Descartes Systems Group Inc.
12.7 FarEye Technologies, Inc.
12.8 Loginext Solutions Private Limited
12.9 Scurri Ltd.
12.10 Click Labs Inc
12.11 WorkWave LLC
12.12 Bringg Delivery Technologies Ltd.
List of Tables
1 Global Digital Last-Mile Platform Market Outlook, By Region (2021-2030) ($MN)
2 Global Digital Last-Mile Platform Market Outlook, By Platform Type (2021-2030) ($MN)
3 Global Digital Last-Mile Platform Market Outlook, By Crowdsourced Delivery Platforms (2021-2030) ($MN)
4 Global Digital Last-Mile Platform Market Outlook, By Delivery Management Software (2021-2030) ($MN)
5 Global Digital Last-Mile Platform Market Outlook, By Urban Mobility Platforms (2021-2030) ($MN)
6 Global Digital Last-Mile Platform Market Outlook, By Other Platform Types (2021-2030) ($MN)
7 Global Digital Last-Mile Platform Market Outlook, By Component (2021-2030) ($MN)
8 Global Digital Last-Mile Platform Market Outlook, By Services (2021-2030) ($MN)
9 Global Digital Last-Mile Platform Market Outlook, By Software (2021-2030) ($MN)
10 Global Digital Last-Mile Platform Market Outlook, By Deployment (2021-2030) ($MN)
11 Global Digital Last-Mile Platform Market Outlook, By Cloud (2021-2030) ($MN)
12 Global Digital Last-Mile Platform Market Outlook, By On-Premise (2021-2030) ($MN)
13 Global Digital Last-Mile Platform Market Outlook, By Application (2021-2030) ($MN)
14 Global Digital Last-Mile Platform Market Outlook, By Customer Communication (2021-2030) ($MN)
15 Global Digital Last-Mile Platform Market Outlook, By Route Optimization (2021-2030) ($MN)
16 Global Digital Last-Mile Platform Market Outlook, By Tracking (2021-2030) ($MN)
17 Global Digital Last-Mile Platform Market Outlook, By Analytics & Reporting (2021-2030) ($MN)
18 Global Digital Last-Mile Platform Market Outlook, By Other Applications (2021-2030) ($MN)
19 Global Digital Last-Mile Platform Market Outlook, By End User (2021-2030) ($MN)
20 Global Digital Last-Mile Platform Market Outlook, By Healthcare (2021-2030) ($MN)
21 Global Digital Last-Mile Platform Market Outlook, By Logistics (2021-2030) ($MN)
22 Global Digital Last-Mile Platform Market Outlook, By Retail & E-commerce (2021-2030) ($MN)
23 Global Digital Last-Mile Platform Market Outlook, By Food & Beverage (2021-2030) ($MN)
24 Global Digital Last-Mile Platform Market Outlook, By Other End Users (2021-2030) ($MN)
25 North America Digital Last-Mile Platform Market Outlook, By Country (2021-2030) ($MN)
26 North America Digital Last-Mile Platform Market Outlook, By Platform Type (2021-2030) ($MN)
27 North America Digital Last-Mile Platform Market Outlook, By Crowdsourced Delivery Platforms (2021-2030) ($MN)
28 North America Digital Last-Mile Platform Market Outlook, By Delivery Management Software (2021-2030) ($MN)
29 North America Digital Last-Mile Platform Market Outlook, By Urban Mobility Platforms (2021-2030) ($MN)
30 North America Digital Last-Mile Platform Market Outlook, By Other Platform Types (2021-2030) ($MN)
31 North America Digital Last-Mile Platform Market Outlook, By Component (2021-2030) ($MN)
32 North America Digital Last-Mile Platform Market Outlook, By Services (2021-2030) ($MN)
33 North America Digital Last-Mile Platform Market Outlook, By Software (2021-2030) ($MN)
34 North America Digital Last-Mile Platform Market Outlook, By Deployment (2021-2030) ($MN)
35 North America Digital Last-Mile Platform Market Outlook, By Cloud (2021-2030) ($MN)
36 North America Digital Last-Mile Platform Market Outlook, By On-Premise (2021-2030) ($MN)
37 North America Digital Last-Mile Platform Market Outlook, By Application (2021-2030) ($MN)
38 North America Digital Last-Mile Platform Market Outlook, By Customer Communication (2021-2030) ($MN)
39 North America Digital Last-Mile Platform Market Outlook, By Route Optimization (2021-2030) ($MN)
40 North America Digital Last-Mile Platform Market Outlook, By Tracking (2021-2030) ($MN)
41 North America Digital Last-Mile Platform Market Outlook, By Analytics & Reporting (2021-2030) ($MN)
42 North America Digital Last-Mile Platform Market Outlook, By Other Applications (2021-2030) ($MN)
43 North America Digital Last-Mile Platform Market Outlook, By End User (2021-2030) ($MN)
44 North America Digital Last-Mile Platform Market Outlook, By Healthcare (2021-2030) ($MN)
45 North America Digital Last-Mile Platform Market Outlook, By Logistics (2021-2030) ($MN)
46 North America Digital Last-Mile Platform Market Outlook, By Retail & E-commerce (2021-2030) ($MN)
47 North America Digital Last-Mile Platform Market Outlook, By Food & Beverage (2021-2030) ($MN)
48 North America Digital Last-Mile Platform Market Outlook, By Other End Users (2021-2030) ($MN)
49 Europe Digital Last-Mile Platform Market Outlook, By Country (2021-2030) ($MN)
50 Europe Digital Last-Mile Platform Market Outlook, By Platform Type (2021-2030) ($MN)
51 Europe Digital Last-Mile Platform Market Outlook, By Crowdsourced Delivery Platforms (2021-2030) ($MN)
52 Europe Digital Last-Mile Platform Market Outlook, By Delivery Management Software (2021-2030) ($MN)
53 Europe Digital Last-Mile Platform Market Outlook, By Urban Mobility Platforms (2021-2030) ($MN)
54 Europe Digital Last-Mile Platform Market Outlook, By Other Platform Types (2021-2030) ($MN)
55 Europe Digital Last-Mile Platform Market Outlook, By Component (2021-2030) ($MN)
56 Europe Digital Last-Mile Platform Market Outlook, By Services (2021-2030) ($MN)
57 Europe Digital Last-Mile Platform Market Outlook, By Software (2021-2030) ($MN)
58 Europe Digital Last-Mile Platform Market Outlook, By Deployment (2021-2030) ($MN)
59 Europe Digital Last-Mile Platform Market Outlook, By Cloud (2021-2030) ($MN)
60 Europe Digital Last-Mile Platform Market Outlook, By On-Premise (2021-2030) ($MN)
61 Europe Digital Last-Mile Platform Market Outlook, By Application (2021-2030) ($MN)
62 Europe Digital Last-Mile Platform Market Outlook, By Customer Communication (2021-2030) ($MN)
63 Europe Digital Last-Mile Platform Market Outlook, By Route Optimization (2021-2030) ($MN)
64 Europe Digital Last-Mile Platform Market Outlook, By Tracking (2021-2030) ($MN)
65 Europe Digital Last-Mile Platform Market Outlook, By Analytics & Reporting (2021-2030) ($MN)
66 Europe Digital Last-Mile Platform Market Outlook, By Other Applications (2021-2030) ($MN)
67 Europe Digital Last-Mile Platform Market Outlook, By End User (2021-2030) ($MN)
68 Europe Digital Last-Mile Platform Market Outlook, By Healthcare (2021-2030) ($MN)
69 Europe Digital Last-Mile Platform Market Outlook, By Logistics (2021-2030) ($MN)
70 Europe Digital Last-Mile Platform Market Outlook, By Retail & E-commerce (2021-2030) ($MN)
71 Europe Digital Last-Mile Platform Market Outlook, By Food & Beverage (2021-2030) ($MN)
72 Europe Digital Last-Mile Platform Market Outlook, By Other End Users (2021-2030) ($MN)
73 Asia Pacific Digital Last-Mile Platform Market Outlook, By Country (2021-2030) ($MN)
74 Asia Pacific Digital Last-Mile Platform Market Outlook, By Platform Type (2021-2030) ($MN)
75 Asia Pacific Digital Last-Mile Platform Market Outlook, By Crowdsourced Delivery Platforms (2021-2030) ($MN)
76 Asia Pacific Digital Last-Mile Platform Market Outlook, By Delivery Management Software (2021-2030) ($MN)
77 Asia Pacific Digital Last-Mile Platform Market Outlook, By Urban Mobility Platforms (2021-2030) ($MN)
78 Asia Pacific Digital Last-Mile Platform Market Outlook, By Other Platform Types (2021-2030) ($MN)
79 Asia Pacific Digital Last-Mile Platform Market Outlook, By Component (2021-2030) ($MN)
80 Asia Pacific Digital Last-Mile Platform Market Outlook, By Services (2021-2030) ($MN)
81 Asia Pacific Digital Last-Mile Platform Market Outlook, By Software (2021-2030) ($MN)
82 Asia Pacific Digital Last-Mile Platform Market Outlook, By Deployment (2021-2030) ($MN)
83 Asia Pacific Digital Last-Mile Platform Market Outlook, By Cloud (2021-2030) ($MN)
84 Asia Pacific Digital Last-Mile Platform Market Outlook, By On-Premise (2021-2030) ($MN)
85 Asia Pacific Digital Last-Mile Platform Market Outlook, By Application (2021-2030) ($MN)
86 Asia Pacific Digital Last-Mile Platform Market Outlook, By Customer Communication (2021-2030) ($MN)
87 Asia Pacific Digital Last-Mile Platform Market Outlook, By Route Optimization (2021-2030) ($MN)
88 Asia Pacific Digital Last-Mile Platform Market Outlook, By Tracking (2021-2030) ($MN)
89 Asia Pacific Digital Last-Mile Platform Market Outlook, By Analytics & Reporting (2021-2030) ($MN)
90 Asia Pacific Digital Last-Mile Platform Market Outlook, By Other Applications (2021-2030) ($MN)
91 Asia Pacific Digital Last-Mile Platform Market Outlook, By End User (2021-2030) ($MN)
92 Asia Pacific Digital Last-Mile Platform Market Outlook, By Healthcare (2021-2030) ($MN)
93 Asia Pacific Digital Last-Mile Platform Market Outlook, By Logistics (2021-2030) ($MN)
94 Asia Pacific Digital Last-Mile Platform Market Outlook, By Retail & E-commerce (2021-2030) ($MN)
95 Asia Pacific Digital Last-Mile Platform Market Outlook, By Food & Beverage (2021-2030) ($MN)
96 Asia Pacific Digital Last-Mile Platform Market Outlook, By Other End Users (2021-2030) ($MN)
97 South America Digital Last-Mile Platform Market Outlook, By Country (2021-2030) ($MN)
98 South America Digital Last-Mile Platform Market Outlook, By Platform Type (2021-2030) ($MN)
99 South America Digital Last-Mile Platform Market Outlook, By Crowdsourced Delivery Platforms (2021-2030) ($MN)
100 South America Digital Last-Mile Platform Market Outlook, By Delivery Management Software (2021-2030) ($MN)
101 South America Digital Last-Mile Platform Market Outlook, By Urban Mobility Platforms (2021-2030) ($MN)
102 South America Digital Last-Mile Platform Market Outlook, By Other Platform Types (2021-2030) ($MN)
103 South America Digital Last-Mile Platform Market Outlook, By Component (2021-2030) ($MN)
104 South America Digital Last-Mile Platform Market Outlook, By Services (2021-2030) ($MN)
105 South America Digital Last-Mile Platform Market Outlook, By Software (2021-2030) ($MN)
106 South America Digital Last-Mile Platform Market Outlook, By Deployment (2021-2030) ($MN)
107 South America Digital Last-Mile Platform Market Outlook, By Cloud (2021-2030) ($MN)
108 South America Digital Last-Mile Platform Market Outlook, By On-Premise (2021-2030) ($MN)
109 South America Digital Last-Mile Platform Market Outlook, By Application (2021-2030) ($MN)
110 South America Digital Last-Mile Platform Market Outlook, By Customer Communication (2021-2030) ($MN)
111 South America Digital Last-Mile Platform Market Outlook, By Route Optimization (2021-2030) ($MN)
112 South America Digital Last-Mile Platform Market Outlook, By Tracking (2021-2030) ($MN)
113 South America Digital Last-Mile Platform Market Outlook, By Analytics & Reporting (2021-2030) ($MN)
114 South America Digital Last-Mile Platform Market Outlook, By Other Applications (2021-2030) ($MN)
115 South America Digital Last-Mile Platform Market Outlook, By End User (2021-2030) ($MN)
116 South America Digital Last-Mile Platform Market Outlook, By Healthcare (2021-2030) ($MN)
117 South America Digital Last-Mile Platform Market Outlook, By Logistics (2021-2030) ($MN)
118 South America Digital Last-Mile Platform Market Outlook, By Retail & E-commerce (2021-2030) ($MN)
119 South America Digital Last-Mile Platform Market Outlook, By Food & Beverage (2021-2030) ($MN)
120 South America Digital Last-Mile Platform Market Outlook, By Other End Users (2021-2030) ($MN)
121 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Country (2021-2030) ($MN)
122 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Platform Type (2021-2030) ($MN)
123 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Crowdsourced Delivery Platforms (2021-2030) ($MN)
124 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Delivery Management Software (2021-2030) ($MN)
125 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Urban Mobility Platforms (2021-2030) ($MN)
126 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Other Platform Types (2021-2030) ($MN)
127 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Component (2021-2030) ($MN)
128 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Services (2021-2030) ($MN)
129 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Software (2021-2030) ($MN)
130 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Deployment (2021-2030) ($MN)
131 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Cloud (2021-2030) ($MN)
132 Middle East & Africa Digital Last-Mile Platform Market Outlook, By On-Premise (2021-2030) ($MN)
133 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Application (2021-2030) ($MN)
134 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Customer Communication (2021-2030) ($MN)
135 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Route Optimization (2021-2030) ($MN)
136 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Tracking (2021-2030) ($MN)
137 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Analytics & Reporting (2021-2030) ($MN)
138 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Other Applications (2021-2030) ($MN)
139 Middle East & Africa Digital Last-Mile Platform Market Outlook, By End User (2021-2030) ($MN)
140 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Healthcare (2021-2030) ($MN)
141 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Logistics (2021-2030) ($MN)
142 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Retail & E-commerce (2021-2030) ($MN)
143 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Food & Beverage (2021-2030) ($MN)
144 Middle East & Africa Digital Last-Mile Platform Market Outlook, By Other End Users (2021-2030) ($MN)
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
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