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IoT in Aviation Market by End Market (Airports, Airlines, MROs, Manufacturers), Application (Ground Operations, Passenger Experience, Asset Management, Air Traffic Management), Component, Region - Global Forecast to 2025

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    Report

  • 166 Pages
  • December 2019
  • Region: Global
  • Markets and Markets
  • ID: 4880031

Increasing operational efficiency and improved passenger experience are expected to drive the IoT in aviation market.

The IoT in aviation market is projected to grow from USD 593 million in 2019 to USD 1,941 million by 2025, at a CAGR of 21.9% during the forecast period. Advancements in wireless network technologies increased efficiency and connectivity, and improved passenger experience are some of the major factors driving the market.

By end market, the airports segment is expected to grow at the highest rate during the forecast period.
By end market, the airports segment is expected to grow at the highest CAGR during the forecast period. Modern-day airport requirements have increased in terms of complexity and scale in comparison to initial days of commercial flying. With growing passenger traffic, airports are finding innovative ways to lower their operational costs and generate new revenue streams. By leveraging technologies such as IoT, airports can enhance their efficiency, specifically in the area of baggage handling, passenger handling, and air traffic control.

By application, the asset management segment is expected to lead the IoT in aviation market during the forecast period.
Asset management helps in business optimization by analyzing various data sets that are gathered, and reduce operational costs. Asset management is further segmented into fleet management, crew management, aircraft maintenance, and aircraft manufacturing.

IoT in aviation market in the Rest of the World is expected to grow at the highest CAGR during the forecast period.
The IoT in aviation market in the Rest of the World is expected to grow at the highest CAGR during the forecast period. The growth of the aviation sector with increasing passenger traffic and aircraft fleet size encourages the adoption of IoT technology in airports and airlines in these regions to reduce operational costs and streamline business processes.

In-depth interviews were conducted with chief executive officers (CEOs), marketing directors, other innovation & technology directors, and executives from various key organizations operating in the IoT in aviation market.


  • By Company Type: Tier 1: 40%, Tier 2: 30%, and Tier 3: 30%
  • By Designation: C-level Executives: 30%, Directors: 20%, and Others 50%
  • By Region: North America: 30%, Europe: 20%, Asia Pacific: 30%, and RoW: 20%

The IoT in aviation market comprises major players such as Microsoft Corporation (US), IBM (US), Huawei (China), Cisco (US), Wind River (US), Amadeus IT Group (Spain), SITAONAIR (Switzerland), Honeywell (US), Blip Systems (Denmark), Tata Sons (India), and Sendum Wireless Corporation (Canada). The study includes an in-depth competitive analysis of these key players in the IoT in aviation market in the industry, with their company profiles, recent developments, and key market strategies.

Research Coverage:
The study covers the IoT in aviation market and aims at estimating the market size and growth potential across different segments, such as end market, component, application, and region. The study also includes an in-depth competitive analysis of the key market players, along with their company profiles, key observations related to product and business offerings, recent developments, and key market strategies.

Key Benefits of Buying the Report


  • The report will provide market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the IoT in aviation market and its subsegments.
  • This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and to plan suitable go-to-market strategies.
  • The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, opportunities, and challenges.

Table of Contents

1 Introduction
1.1 Objectives of the Study
1.2 Market Definition
1.3 Market Scope
1.3.1 Regional Scope
1.3.2 Years Considered for the Study
1.4 Currency
1.5 USD Exchange Rates, 2016–2018
1.6 Market Stakeholders
2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.1.1 Secondary Sources
2.1.2 Primary Data
2.1.2.1 Key Data From Primary Sources
2.1.2.2 Breakdown of Primaries
2.1.3 Market Definition & Scope
2.1.4 Segment Definitions
2.1.4.1 IoT in Aviation Market, By Application
2.1.4.2 Market, By Component
2.1.4.3 Market, By End Market
2.2 Research Approach and Methodology
2.2.1 Bottom-Up Approach
2.2.1.1 IoT in Aviation Market
2.2.1.2 Market, By End Markets
2.2.1.3 Total IoT in Aviation Market, By Country,
2.2.2 Top-Down Approach
2.2.2.1 IoT in Aviation Market, By Application
2.3 Data Triangulation & Validation
2.3.1 Triangulation Through Secondary
2.3.2 Triangulation Through Primaries
2.4 Research Limitations
2.5 Research Assumptions
2.6 Risks
3 Executive Summary
4 Premium Insights
4.1 Attractive Opportunities in IoT in Aviation Market
4.2 By Application
4.3 By End Market
4.4 By Country
5 Market Overview
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Advancements in Wireless Network Technologies
5.2.1.2 IoT Optimizes Business Processes and Increases Connectivity
5.2.1.3 Improved Passenger Experience
5.2.1.4 Data Gathering
5.2.2 Opportunities
5.2.2.1 Reduction in Operational Expenses
5.2.2.2 Automated Aircraft Monitoring and Reporting
5.2.3 Challenges
5.2.3.1 Concerns Related to Data Privacy and Cybersecurity
5.2.3.2 Multiple Stakeholders in the Aviation Industry
6 Industry Trends
6.1 Introduction
6.2 IoT in Megatrends
6.2.1 IoT in Augmented Reality (AR)
6.2.2 IoT in Blockchain
6.2.3 IoT in Wearables
6.3 IoT in Drones
6.4 Internet of Battlefield Things (IoBT)
6.5 Edge Computing in IoT
7 IoT in Aviation Market, By End Market
7.1 Introduction
7.2 Airports
7.3 Airlines
7.4 Maintenance, Repair, and Operations (MROS)
7.5 Manufacturers
8 IoT in Aviation Market, By Application
8.1 Introduction
8.2 Ground Operations
8.2.1 Passenger Processing
8.2.2 Baggage Tracking
8.2.3 Airport Maintenance
8.2.4 Security & Surveillance
8.2.5 Ground Handling
8.2.6 Location-Based Navigation & Alerts
8.3 Passenger Experience
8.3.1 In-Flight Communication
8.3.2 Connected Cabin
8.3.3 Personalized Customer Service
8.4 Asset Management
8.4.1 Fleet Management
8.4.2 Crew Management
8.4.3 Aircraft Maintenance
8.4.4 Aircraft Manufacturing
8.5 Air Traffic Management
9 IoT in Aviation Market, By Component
9.1 Introduction
9.2 IoT Devices
9.2.1 Sensors & Actuators
9.2.2 Processors
9.2.2.1 Brain of IoT
9.2.3 Beacons
9.2.3.1 Used to Track Passenger Movement and to Navigate Them
9.2.4 Cameras
9.2.4.1 Used for Security & Surveillance
9.2.5 Tags
9.2.5.1 Fixed on Devices That Need to Be Tracked
9.2.6 IoT Gateway & Networking Devices
9.2.6.1 Integration of Protocols for Networking
9.3 IoT Solutions
9.3.1 Software & Applications
9.3.1.1 Enhances Operational Efficiency
9.3.2 Platforms
9.3.2.1 Monitor, Manage, and Control Connected Devices
9.3.2.2 Device Management
9.3.2.3 Application Management
9.3.2.4 Network Management
9.4 Services
9.4.1 Professional Services
9.4.1.1 Deployment, Integration, Consulting, and Maintenance Services
9.4.2 Managed Services
9.4.2.1 Provisioning, Cloud Infrastructure, and Devops Automation
10 Regional Analysis
10.1 Introduction
10.2 North America
10.2.1 US
10.2.1.1 The Necessity to Increase Operational Efficiency is Driving the Market
10.2.2 Canada
10.2.2.1 High Investments in IoT is Expected to Drive the Market
10.3 Europe
10.3.1 France
10.3.1.1 Partnerships Between Aircraft OEMs and IoT Players Driving the Market
10.3.2 UK
10.3.2.1 Adoption of IoT Technology at Airports is Increasing With the Growth in Passenger Traffic
10.3.3 Germany
10.3.3.1 Partnerships Between Airlines and IoT Platform Providers are Driving the Market
10.3.4 Rest of Europe
10.3.4.1 Presences of Major IoT Players is Driving the Market in Rest of Europe
10.4 Asia Pacific
10.4.1 China
10.4.1.1 Large Aircraft Fleet and Initiatives of Digital Transformation Driving the Demand for IoT Technology
10.4.2 India
10.4.2.1 New Airport Projects Driving the Demand for IoT Technology
10.4.3 Japan
10.4.3.1 Advancements in Electronics and the Presence of IoT Players are Driving the Market
10.4.4 Rest of Asia Pacific
10.4.4.1 Demand for IoT is Driven By Increased Passenger Traffic
10.5 Rest of the World
10.5.1 Latin America
10.5.1.1 Presence of Aircraft OEMs Driving the Market
10.5.2 Middle East
10.5.2.1 Airlines & Airports Investing in IoT to Enhance Passenger Experience
10.5.3 Africa
10.5.3.1 Growth in Passenger Traffic Driving the Market
11 Competitive Landscape
11.1 Introduction
11.2 Competitive Analysis
11.2.1 Competitive Leadership Mapping
11.2.1.1 Visionary Leaders
11.2.1.2 Innovators
11.2.1.3 Dynamic Differentiators
11.2.1.4 Emerging Companies
11.3 Competitive Scenario
11.3.1 Contracts and Agreements
11.3.2 New Product Launches
11.3.3 Collaborations and Partnerships
12 Company Profiles
12.1 IBM Corporation
12.2 Huawei Technologies Co., LTD.
12.3 Cisco Systems, Inc.
12.4 Sitaonair
12.5 Tata Sons Private Limited.
12.6 Honeywell International Inc.
12.7 Aeris
12.8 Happiest Minds Technologies
12.9 Amadeus IT Group SA
12.10 Walkbase
12.11 Sendum Wireless Corporation
12.12 Microsoft Corporation
12.13 Palantir Technologies
12.14 Blip Systems
12.15 Tech Mahindra Limited
12.16 SAP SE
12.17 Arrow Electronics, Inc.
12.18 Wind River Systems, Inc.
12.19 Undagrid
12.20 Zestiot
13 Appendix
13.1 Discussion Guide
13.2 Knowledge Store
13.3 Available Customizations
13.4 Related Reports
List of Tables (123 Tables)
Table 1 IoT in Aviation Market, By End Market, 2017 - 2025 (USD Million)
Table 2 IoT Market for Airports, By Region, 2017 - 2025 (USD Million)
Table 3 IoT Market for Airlines, By Region, 2017 - 2025 (USD Million)
Table 4 IoT Market for MROS, By Region, 2017 - 2025 (USD Million)
Table 5 IoT Market for Manufacturers, By Region, 2017 - 2025 (USD Million)
Table 6 IoT Market, By Application, 2017 - 2025 (USD Million)
Table 7 Ground Operations in Aviation Market, By Subapplication, 2017 - 2025 (USD Million)
Table 8 Ground Operations in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 9 Passenger Processing Market Size, By Region, 2017 - 2025 (USD Million)
Table 10 Baggage Tracking Market Size, By Region, 2017 - 2025 (USD Million)
Table 11 Airport Maintenance Market Size, By Region, 2017 - 2025 (USD Million)
Table 12 Security & Surveillance Market Size, By Region, 2017 - 2025 (USD Million)
Table 13 Ground Handling Market Size, By Region, 2017 - 2025 (USD Million)
Table 14 Location-Based Navigation & Alerts Market Size, By Region, 2017 - 2025 (USD Million)
Table 15 Passenger Experience in Aviation Market, By Subapplication, 2017 - 2025 (USD Million)
Table 16 Passenger Experience Market Size, By Region, 2017 - 2025 (USD Million)
Table 17 In-Flight Communication Market Size, By Region, 2017 - 2025 (USD Million)
Table 18 Connected Cabin Market Size, By Region, 2017–2025 (USD Million)
Table 19 Personalized Customer Service Market Size, By Region, 2017 - 2025 (USD Million)
Table 20 Asset Management in Aviation Market Size, By Subapplication , 2017 - 2025 (USD Million)
Table 21 Asset Management in Aviation Market Size, By Region, 2017 - 2025 (USD Million)
Table 22 Fleet Management Market Size, By Region, 2017 - 2025 (USD Million)
Table 23 Crew Management Market Size, By Region, 2017 - 2025 (USD Million)
Table 24 Aircraft Maintenance Market Size, By Region, 2017 - 2025 (USD Million)
Table 25 Aircraft Manufacturing Market Size, By Region, 2017 - 2025 (USD Million)
Table 26 Air Traffic Management in Aviation Market Size, By Region, 2017–2025 (USD Million)
Table 27 IoT in Aviation Market, By Component, 2017 - 2025 (USD Million)
Table 28 IoT Devices Market Size in Aviation, By Type, 2017 - 2025 (USD Million)
Table 29 IoT Devices Market Size in Aviation, By Region, 2017 - 2025 (USD Million)
Table 30 IoT Sensors & Actuators in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 31 IoT Processors in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 32 IoT Beacons in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 33 IoT Cameras in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 34 IoT Tags in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 35 IoT Gateway & Networking Devices in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 36 IoT Solutions in Aviation Market Size, By Type , 2017 - 2025 (USD Million)
Table 37 IoT Solutions in Aviation Market Size, By Region, 2017 - 2025 (USD Million)
Table 38 IoT Software & Applications in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 39 IoT Platforms in Aviation Market, By Region, 2017 - 2025 (USD Million)
Table 40 IoT Services in Aviation Market, By Type, 2017 - 2025 (USD Million)
Table 41 IoT in Aviation Market Size, By Region, 2017 - 2025 (USD Million)
Table 42 North America: IoT Market Size, By End Market, 2017 - 2025 (USD Million)
Table 43 North America: IoT Market Size, By Application, 2017 - 2025 (USD Million)
Table 44 North America: Ground Operations in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 45 North America: Passenger Experience in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 46 North America: Asset Management in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 47 North America: Market Size, By Component, 2017–2025 (USD Million)
Table 48 North America: IoT Devices Market in Aviation, By Type, 2017–2025 (USD Million)
Table 49 North America: IoT Solutions Market in Aviation, By Type, 2017 - 2025 (USD Million)
Table 50 North America: Market Size, By Country, 2017 - 2025 (USD Million)
Table 51 US: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 52 US: Market Size, By Component, 2017 - 2025 (USD Million)
Table 53 US: Market Size, By Application, 2017 - 2025 (USD Million)
Table 54 Canada: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 55 Canada: Market Size, By Component, 2017 - 2025 (USD Million)
Table 56 Canada: Market Size, By Application, 2017 - 2025 (USD Million)
Table 57 Europe: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 58 Europe: Market Size, By Application, 2017 - 2025 (USD Million)
Table 59 Europe: Ground Operations in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 60 Europe: Passenger Experience in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 61 Europe: Asset Management in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 62 Europe: Market Size, By Component, 2017 - 2025 (USD Million)
Table 63 Europe: IoT Devices in Aviation Market Size, By Type, 2017 - 2025 (USD Million)
Table 64 Europe: IoT Solutions in Aviation Market Size, By Type, 2017–2025 (USD Million)
Table 65 Europe: Market Size, By Country, 2017 - 2025 (USD Million)
Table 66 France: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 67 France: Market Size, By Component, 2017 - 2025 (USD Million)
Table 68 France: Market Size, By Application, 2017 - 2025 (USD Million)
Table 69 UK: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 70 UK: Market Size, By Component, 2017 - 2025 (USD Million)
Table 71 UK: Market Size, By Application, 2017 - 2025 (USD Million)
Table 72 Germany: IoT in Aviation Market Size, By End Market, 2017 - 2025 (USD Million)
Table 73 Germany: Market Size, By Component, 2017 - 2025 (USD Million)
Table 74 Germany: Market Size, By Application, 2017 - 2025 (USD Million)
Table 75 Rest of Europe: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 76 Rest of Europe: Market Size, By Component, 2017–2025 (USD Million)
Table 77 Rest of Europe: Market Size, By Application, 2017–2025 (USD Million)
Table 78 Asia Pacific: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 79 Asia Pacific: Market Size, By Application, 2017 - 2025 (USD Million)
Table 80 Asia Pacific: Ground Operations in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 81 Asia Pacific: Passenger Experience in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 82 Asia Pacific: Asset Management in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 83 Asia Pacific: Market Size, By Component, 2017 - 2025 (USD Million)
Table 84 Asia Pacific: IoT Devices in Aviation Market Size, By Type, 2017 - 2025 (USD Million)
Table 85 Asia Pacific: IoT Solutions in Aviation Market Size, By Type, 2017 - 2025 (USD Million)
Table 86 Asia Pacific: Market Size, By Country, 2017 - 2025 (USD Million)
Table 87 China: IoT in Aviation Market Size, By End Market, 2017 - 2025 (USD Million)
Table 88 China: Market Size, By Component, 2017 - 2025 (USD Million)
Table 89 China: Market Size, By Application, 2017 - 2025 (USD Million)
Table 90 India: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 91 India: Market Size, By Component, 2017 - 2025 (USD Million)
Table 92 India: Market Size, By Application, 2017 - 2025 (USD Million)
Table 93 Japan: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 94 Japan: Market Size, By Component, 2017 - 2025 (USD Million)
Table 95 Japan: Market Size, By Application, 2017 - 2025 (USD Million)
Table 96 Rest of Asia Pacific: IoT in Aviation Market Size, By End Market, 2017 - 2025 (USD Million)
Table 97 Rest of Asia Pacific: Market Size, By Component, 2017 - 2025 (USD Million)
Table 98 Rest of Asia Pacific: Market Size, By Application, 2017 - 2025 (USD Million)
Table 99 Rest of the World: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 100 Rest of the World: Market Size, By Application, 2017 - 2025 (USD Million)
Table 101 Rest of the World: Ground Operations in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 102 Rest of the World: Passenger Experience in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 103 Rest of the World: Asset Management in Aviation Market Size, By Subapplication, 2017 - 2025 (USD Million)
Table 104 Rest of the World: IoT in Aviation Market Size, By Component, 2017 - 2025 (USD Million)
Table 105 Rest of the World: IoT Devices in Aviation Market Size, By Type, 2017–2025 (USD Million)
Table 106 Rest of the World: IoT Solutions in Aviation Market Size, By Type, 2017 - 2025 (USD Million)
Table 107 Rest of the World: Market Size, By Region, 2017 - 2025 (USD Million)
Table 108 Latin America: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 109 Latin America: Market Size, By Component, 2017 - 2025 (USD Million)
Table 110 Latin America: Market Size, By Application, 2017 - 2025 (USD Million)
Table 111 Middle East: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 112 Middle East: Market Size, By Component, 2017 - 2025 (USD Million)
Table 113 Middle East: Market Size, By Application, 2017 - 2025 (USD Million)
Table 114 Africa: Market Size, By End Market, 2017 - 2025 (USD Million)
Table 115 Africa: Market Size, By Component, 2017 - 2025 (USD Million)
Table 116 Africa: Market Size, By Application, 2017 - 2025 (USD Million)
Table 117 Contracts, January 2017–September 2019
Table 118 New Product Launches, January 2017–September 2019
Table 119 Collaborations and Partnerships, January 2017–September 2019
Table 120 IBM: SWOT Analysis
Table 121 Huawei: SWOT Analysis
Table 122 Cisco: SWOT Analysis
Table 123 Tata Son: SWOT Analysis
List of Figures (39 Figures)
Figure 1 Markets Covered
Figure 2 Research Flow
Figure 3 Research Design: IoT in Aviation Market
Figure 4 Breakdown of Primary Interviews: By Company Type, Designation, and Region
Figure 5 Market Size Estimation Methodology: Bottom-Up Approach
Figure 6 Market Size Estimation Methodology: Top-Down Approach
Figure 7 Data Triangulation
Figure 8 Assumptions for the Research Study
Figure 9 By End Market, Airlines Segment Projected to Lead IoT in Aviation Market During Forecast Period
Figure 10 By Application, Passenger Experience Segment Projected to Grow at the Highest Rate During Forecast Period
Figure 11 By Component, IoT Solutions Segment Projected to Grow at A Higher CAGR During Forecast Period as Compared to IoT Devices Segment
Figure 12 North America Estimated to Account for Largest Share of this Market in 2019
Figure 13 Advancements in Wireless Network Technologies is One of the Major Drivers of this Market
Figure 14 Asset Management Segment Expected to Lead IoT in Aviation Market During Forecast Period
Figure 15 Airports Expected to Grow at the Highest CAGR During Forecast Period
Figure 16 UK IoT Market Projected to Grow at the Highest CAGR During Forecast Period
Figure 17 Market Dynamics of the Market
Figure 18 IoT in Aviation Market Size, By End Market, 2019 & 2025 (USD Million)
Figure 19 Market, By Application, 2019 & 2025 (USD Million)
Figure 20 Market, By Component, 2019 & 2025 (USD Million)
Figure 21 North America Estimated to Account for the Largest Share of the Market in 2019
Figure 22 North America IoT Market Snapshot
Figure 23 Europe IoT in Aviation Market Snapshot
Figure 24 Asia Pacific Market Snapshot
Figure 25 Companies Adopted Contracts as A Key Growth Strategy Between January 2017 and September 2019
Figure 26 Market Competitive Leadership Mapping, 2018
Figure 27 Strength of Product Portfolio
Figure 28 Business Strategy Excellence
Figure 29 IBM: Company Snapshot
Figure 30 Huawei Technologies Co. LTD: Company Snapshot
Figure 31 Cisco Systems, Inc.: Company Snapshot
Figure 32 Tata Communication: Company Snapshot
Figure 33 TCS: Company Snapshot
Figure 34 Honeywell International Inc.: Company Snapshot
Figure 35 Amadeus IT Group SA: Company Snapshot
Figure 36 Microsoft Corporation: Company Snapshot
Figure 37 Tech Mahindra Limited: Company Snapshot
Figure 38 SAP SE: Company Snapshot
Figure 39 Arrow Electronics, Inc.: Company Snapshot

Samples

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Companies Mentioned

  • IBM Corporation
  • Huawei Technologies Co., LTD.
  • Cisco Systems, Inc.
  • Sitaonair
  • Tata Sons Private Limited.
  • Honeywell International Inc.
  • Aeris
  • Happiest Minds Technologies
  • Amadeus IT Group SA
  • Walkbase
  • Sendum Wireless Corporation
  • Microsoft Corporation
  • Palantir Technologies
  • Blip Systems
  • Tech Mahindra Limited
  • SAP SE
  • Arrow Electronics, Inc.
  • Wind River Systems, Inc.
  • Undagrid
  • Zestiot

Methodology

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Table Information