Airport Systems - Company Evaluation Report, 2024

May 2025 | 166 pages | ID: A05F534A95FBEN
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The Airport Systems Companies Quadrant is a comprehensive industry analysis that provides valuable insights into the global market for Airport Systems. This quadrant offers a detailed evaluation of key market players, technological advancements, product innovations, and industry trends. MarketsandMarkets 360 Quadrants evaluated over 140 companies, of which the Top 19 Airport Systems Companies were categorized and recognized as the quadrant leaders.

The airport systems market is experiencing robust growth, fueled by rapid technological innovation, rising passenger volumes, and a strong emphasis on automation and operational efficiency. As global air travel recovers, airports are ramping up investments in digital infrastructure, advanced security systems, and sustainable technologies to meet evolving demands. The emergence of smart airports is accelerating investment in automation, predictive analytics, and real-time monitoring tools to boost efficiency and elevate the passenger experience. Heightened focus on security and cybersecurity has led to the deployment of AI-enhanced surveillance, biometric identification, and advanced screening technologies.

The 360 Quadrant maps the Airport Systems companies based on criteria such as revenue, geographic presence, growth strategies, investments, and sales strategies for the market presence of the Airport Systems quadrant. The top criteria for product footprint evaluation included Technology ( automated passenger processing, passenger experience & digital engagement, baggage & cargo handling automation, air traffic & apron management, security & surveillance, aircraft handling & turnaround management, airside & landside mobility, and intelligent energy & sustainability) and Solution (Passenger processing system, airport operations & ground handling system, security system, information & communications system, utility system, environmental system, air traffic management system, and airport parking & ground transportation system).

Key Players:

Key players involved in these initiatives include SITA (Switzerland), Amadeus IT Group SA (Spain), RTX (US), Thales (France), and Vanderlande Industries B.V. (Netherlands), which work alongside airport authorities to enhance operational efficiency. For instance, in February 2024, Thales and Saab (Sweden) signed an MoU to support the long-term innovation and modernization of Singapore Changi Airport’s ATM infrastructure, further strengthening the collaborative efforts in enhancing air traffic management.

Schr?dinger, Inc.

Schr?dinger, Inc. is a prominent player in the material informatics market, focusing on software solutions that meet diverse material science needs. With a strong foothold in the North American market, Schr?dinger leverages its advanced chemical simulation technology to expand its presence across the pharmaceutical and materials science industries. The company's business model emphasizes continuous innovation and collaboration, aiming to enhance its company positioning within the market. By leveraging technology, Schr?dinger strives to increase its company market share, thereby maintaining its competitive edge.

Dassault Syst?mes

Dassault Syst?mes stands out with its robust company product portfolio in material informatics. Known for its 3DEXPERIENCE platform, the company enhances customer engagement across various industries. By focusing on collaborative technologies, Dassault ensures its solutions remain at the forefront of industry needs, thereby strengthening its company ranking. Its strategic alliances and focus on research and development play a crucial role in maintaining its leadership position in the market.

Citrine Informatics

Citrine Informatics excels in integrating artificial intelligence with materials science to drive R&D efficiency. The company’s platform enables a streamlined approach to material innovation, providing clients with a higher degree of accuracy in product development. Citrine’s ability to cater to niche market demands highlights its company profiles and solidifies its reputation as a leader in technological advancement. Their strategic focus on expanding application areas ensures sustained market growth and broadens their company footprint globally.
1 INTRODUCTION

1.1 MARKET DEFINITION
1.2 STAKEHOLDERS

2 EXECUTIVE SUMMARY

3 MARKET OVERVIEW

3.1 INTRODUCTION
3.2 MARKET DYNAMICS
  3.2.1 DRIVERS
    3.2.1.1 Rise in air passenger traffic
    3.2.1.2 Emergence of smart airports
    3.2.1.3 Evolving security challenges
    3.2.1.4 Extensive use of self-service technologies at airports
  3.2.2 RESTRAINTS
    3.2.2.1 High operating costs
    3.2.2.2 Data and privacy concerns
  3.2.3 OPPORTUNITIES
    3.2.3.1 Expansion of air cargo infrastructure
    3.2.3.2 Rapid adoption of electric and autonomous ground support equipment
  3.2.4 CHALLENGES
    3.2.4.1 Complexity of large datasets
    3.2.4.2 Prevalence of legacy infrastructure and slow technology adoption
3.3 VALUE CHAIN ANALYSIS
3.4 TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS
3.5 ECOSYSTEM ANALYSIS
  3.5.1 MANUFACTURERS
  3.5.2 SYSTEM INTEGRATORS
3.6 KEY CONFERENCES AND EVENTS, 2025
3.7 TECHNOLOGY ANALYSIS
  3.7.1 KEY TECHNOLOGIES
    3.7.1.1 Data integration platforms
    3.7.1.2 Real-time analytics
  3.7.2 COMPLEMENTARY TECHNOLOGIES
    3.7.2.1 RFID and barcode technologies
    3.7.2.2 Mobile applications
  3.7.3 ADJACENT TECHNOLOGIES
    3.7.3.1 AR/VR
3.8 TECHNOLOGY ROADMAP

4 INDUSTRY TRENDS

4.1 INTRODUCTION
4.2 TECHNOLOGY TRENDS
  4.2.1 AI-POWERED AIRPORT MANAGEMENT AND PREDICTIVE ANALYTICS
  4.2.2 BIOMETRIC AND CONTACTLESS PASSENGER PROCESSING
  4.2.3 AUTOMATION AND ROBOTICS
  4.2.4 DOLPHIN AIRPORT INFORMATION
    4.2.4.1 Dolphin flight information display system
    4.2.4.2 Dolphin advertising content management system
    4.2.4.3 Dolphin automatic flight announcement system
  4.2.5 NEAR FIELD COMMUNICATION
  4.2.6 RADIOFREQUENCY IDENTIFICATION
  4.2.7 ARMADILLO INTEGRATED SECURITY
  4.2.8 UNASSISTED BAG-DROP FACILITY
4.3 IMPACT OF MEGATRENDS
  4.3.1 5G
  4.3.2 EMERGING MOBILITY SOLUTIONS
4.4 IMPACT OF AI/GENERATIVE AI
  4.4.1 INTRODUCTION
  4.4.2 ADOPTION OF AI IN COMMERCIAL AVIATION BY TOP COUNTRIES
4.5 PATENT ANALYSIS

5 COMPETITIVE LANDSCAPE

5.1 INTRODUCTION
5.2 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020–2025
5.3 REVENUE ANALYSIS, 2020–2023
5.4 MARKET SHARE ANALYSIS, 2023
5.5 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2024
  5.5.1 STARS
  5.5.2 EMERGING LEADERS
  5.5.3 PERVASIVE PLAYERS
  5.5.4 PARTICIPANTS
  5.5.5 COMPANY FOOTPRINT
    5.5.5.1 Company footprint
    5.5.5.2 Region footprint
    5.5.5.3 Solution footprint
    5.5.5.4 Application footprint
5.6 COMPANY EVALUATION MATRIX: START-UPS/SMES, 2024
  5.6.1 PROGRESSIVE COMPANIES
  5.6.2 RESPONSIVE COMPANIES
  5.6.3 DYNAMIC COMPANIES
  5.6.4 STARTING BLOCKS
  5.6.5 COMPETITIVE BENCHMARKING
    5.6.5.1 List of start-ups/SMEs
    5.6.5.2 Competitive benchmarking of start-ups/SMEs
5.7 COMPANY VALUATION AND FINANCIAL METRICS
5.8 BRAND/PRODUCT COMPARISON
5.9 COMPETITIVE SCENARIO
  5.9.1 PRODUCT LAUNCHES
  5.9.2 DEALS
  5.9.3 OTHERS

6 COMPANY PROFILES

6.1 KEY PLAYERS
  6.1.1 SITA
    6.1.1.1 Business overview
    6.1.1.2 Products/Solutions/Services offered
    6.1.1.3 Recent developments
      6.1.1.3.1 Deals
      6.1.1.3.2 Others
    6.1.1.4 MnM view
      6.1.1.4.1 Key strengths
      6.1.1.4.2 Strategic choices
      6.1.1.4.3 Weaknesses and competitive threats
  6.1.2 AMADEUS IT GROUP SA
    6.1.2.1 Business overview
    6.1.2.2 Products/Solutions/Services offered
    6.1.2.3 Recent developments
      6.1.2.3.1 Deals
      6.1.2.3.2 Others
    6.1.2.4 MnM view
      6.1.2.4.1 Key strengths
      6.1.2.4.2 Strategic choices
      6.1.2.4.3 Weaknesses and competitive threats
  6.1.3 RTX
    6.1.3.1 Business overview
    6.1.3.2 Products/Solutions/Services offered
    6.1.3.3 Recent developments
      6.1.3.3.1 Product launches
      6.1.3.3.2 Others
    6.1.3.4 MnM view
      6.1.3.4.1 Key strengths
      6.1.3.4.2 Strategic choices
      6.1.3.4.3 Weaknesses and competitive threats
  6.1.4 THALES
    6.1.4.1 Business overview
    6.1.4.2 Products/Solutions/Services offered
    6.1.4.3 Recent developments
      6.1.4.3.1 Product launches
      6.1.4.3.2 Deals
      6.1.4.3.3 Others
    6.1.4.4 MnM view
      6.1.4.4.1 Key strengths
      6.1.4.4.2 Strategic choices
      6.1.4.4.3 Weaknesses and competitive threats
  6.1.5 VANDERLANDE INDUSTRIES B.V.
    6.1.5.1 Business overview
    6.1.5.2 Products/Solutions/Services offered
    6.1.5.3 Recent developments
      6.1.5.3.1 Product launches
      6.1.5.3.2 Deals
      6.1.5.3.3 Others
    6.1.5.4 MnM view
      6.1.5.4.1 Key strengths
      6.1.5.4.2 Strategic choices
      6.1.5.4.3 Weaknesses and competitive threats
  6.1.6 INDRA
    6.1.6.1 Business overview
    6.1.6.2 Products/Solutions/Services offered
    6.1.6.3 Recent developments
      6.1.6.3.1 Deals
      6.1.6.3.2 Others
  6.1.7 SIEMENS AG
    6.1.7.1 Business overview
    6.1.7.2 Products/Solutions/Services offered
    6.1.7.3 Recent developments
      6.1.7.3.1 Product Launches
      6.1.7.3.2 Deals
      6.1.7.3.3 Others
  6.1.8 ADB SAFEGATE
    6.1.8.1 Business overview
    6.1.8.2 Products/Solutions/Services offered
    6.1.8.3 Recent developments
      6.1.8.3.1 Product launches
      6.1.8.3.2 Deals
      6.1.8.3.3 Others
  6.1.9 RESA
    6.1.9.1 Business overview
    6.1.9.2 Products/Solutions/Services offered
    6.1.9.3 Recent developments
      6.1.9.3.1 Deals
      6.1.9.3.2 Others
  6.1.10 TAV TECHNOLOGIES
    6.1.10.1 Business overview
    6.1.10.2 Products/Solutions/Services offered
    6.1.10.3 Recent developments
      6.1.10.3.1 Deals
      6.1.10.3.2 Others
  6.1.11 DAMAREL SYSTEMS INTERNATIONAL LTD
    6.1.11.1 Business overview
    6.1.11.2 Products/Solutions/Services offered
    6.1.11.3 Recent developments
      6.1.11.3.1 Product launches
      6.1.11.3.2 Others
  6.1.12 NEC CORPORATION
    6.1.12.1 Business overview
    6.1.12.2 Products/Solutions/Services offered
    6.1.12.3 Recent developments
      6.1.12.3.1 Product launches
      6.1.12.3.2 Deals
      6.1.12.3.3 Others
  6.1.13 HONEYWELL INTERNATIONAL, INC.
    6.1.13.1 Business overview
    6.1.13.2 Products/Solutions/Services offered
    6.1.13.3 Recent developments
      6.1.13.3.1 Others
  6.1.14 DEUTSCHE TELEKOM AG
    6.1.14.1 Business overview
    6.1.14.2 Products/Solutions/Services offered
    6.1.14.3 Recent developments
      6.1.14.3.1 Deals
  6.1.15 OSHKOSH AEROTECH
    6.1.15.1 Business overview
    6.1.15.2 Products/Solutions/Services offered
    6.1.15.3 Recent developments
      6.1.15.3.1 Deals
  6.1.16 TK ELEVATOR
    6.1.16.1 Business overview
    6.1.16.2 Products/Solutions/Services offered
    6.1.16.3 Recent developments
      6.1.16.3.1 Deals
      6.1.16.3.2 Others
  6.1.17 LEIDOS
    6.1.17.1 Business overview
    6.1.17.2 Products/Solutions/Services offered
    6.1.17.3 Recent developments
      6.1.17.3.1 Product launches
      6.1.17.3.2 Deals
      6.1.17.3.3 Others
  6.1.18 BEUMER GROUP
    6.1.18.1 Business overview
    6.1.18.2 Products/Solutions/Services offered
    6.1.18.3 Recent developments
      6.1.18.3.1 Others
  6.1.19 DAIFUKU CO., LTD.
    6.1.19.1 Business overview
    6.1.19.2 Products/Solutions/Services offered
    6.1.19.3 Recent developments
      6.1.19.3.1 Product Launches
      6.1.19.3.2 Others
6.2 OTHER PLAYERS
  6.2.1 CURBIQ
  6.2.2 AUTOMOTUS, INC.
  6.2.3 SKIDATA
  6.2.4 MANTRA SOFTECH (INDIA) PVT. LTD.
  6.2.5 VEOVO
  6.2.6 A-ICE SRL

7 APPENDIX

7.1 RESEARCH METHODOLOGY
  7.1.1 RESEARCH DATA
    7.1.1.1 Secondary data
    7.1.1.2 Primary data
  7.1.2 RESEARCH ASSUMPTIONS
  7.1.3 RESEARCH LIMITATIONS
  7.1.4 RISK ASSESSMENT
7.2 COMPANY EVALUATION MATRIX: METHODOLOGY
7.3 AUTHOR DETAILS

LIST OF TABLES

TABLE 1 ROLE OF COMPANIES IN ECOSYSTEM
TABLE 2 KEY CONFERENCES AND EVENTS, 2025
TABLE 3 PATENT ANALYSIS
TABLE 4 KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020–2025
TABLE 5 AIRPORT SYSTEMS MARKET: DEGREE OF COMPETITION
TABLE 6 REGION FOOTPRINT
TABLE 7 SOLUTION FOOTPRINT
TABLE 8 APPLICATION FOOTPRINT
TABLE 9 LIST OF START-UPS/SMES
TABLE 10 COMPETITIVE BENCHMARKING OF START-UPS/SMES
TABLE 11 AIRPORT SYSTEMS MARKET: PRODUCT LAUNCHES, 2020–2025
TABLE 12 AIRPORT SYSTEMS MARKET: DEALS, 2020–2025
TABLE 13 AIRPORT SYSTEMS MARKET: OTHERS, 2020–2025
TABLE 14 SITA: COMPANY OVERVIEW
TABLE 15 SITA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 16 SITA: DEALS
TABLE 17 SITA: OTHERS
TABLE 18 AMADEUS IT GROUP SA: COMPANY OVERVIEW
TABLE 19 AMADEUS IT GROUP SA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 20 AMADEUS IT GROUP SA: DEALS
TABLE 21 AMADEUS IT GROUP SA: OTHERS
TABLE 22 RTX: COMPANY OVERVIEW
TABLE 23 RTX: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 24 RTX: PRODUCT LAUNCHES
TABLE 25 RTX: OTHERS
TABLE 26 THALES: COMPANY OVERVIEW
TABLE 27 THALES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 28 THALES: PRODUCT LAUNCHES
TABLE 29 THALES: DEALS
TABLE 30 THALES: OTHERS
TABLE 31 VANDERLANDE INDUSTRIES B.V.: COMPANY OVERVIEW
TABLE 32 VANDERLANDE INDUSTRIES B.V.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 33 VANDERLANDE INDUSTRIES B.V.: PRODUCT LAUNCHES
TABLE 34 VANDERLANDE INDUSTRIES B.V.: DEALS
TABLE 35 VANDERLANDE INDUSTRIES B.V.: OTHERS
TABLE 36 INDRA: COMPANY OVERVIEW
TABLE 37 INDRA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 38 INDRA: DEALS
TABLE 39 INDRA: OTHERS
TABLE 40 SIEMENS AG: COMPANY OVERVIEW
TABLE 41 SIEMENS AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 42 SIEMENS AG: PRODUCT LAUNCHES
TABLE 43 SIEMENS AG: DEALS
TABLE 44 SIEMENS AG: OTHERS
TABLE 45 ADB SAFEGATE: COMPANY OVERVIEW
TABLE 46 ADB SAFEGATE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 47 ADB SAFEGATE: PRODUCT LAUNCHES
TABLE 48 ADB SAFEGATE: DEALS
TABLE 49 ADB SAFEGATE: OTHERS
TABLE 50 RESA: COMPANY OVERVIEW
TABLE 51 RESA: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 52 RESA: DEALS
TABLE 53 RESA: OTHERS
TABLE 54 TAV TECHNOLOGIES: COMPANY OVERVIEW
TABLE 55 TAV TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 56 TAV TECHNOLOGIES: DEALS
TABLE 57 TAV TECHNOLOGIES: OTHERS
TABLE 58 DAMAREL SYSTEMS INTERNATIONAL LTD: COMPANY OVERVIEW
TABLE 59 DAMAREL SYSTEMS INTERNATIONAL LTD: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 60 DAMAREL SYSTEMS INTERNATIONAL LTD: PRODUCT LAUNCHES
TABLE 61 DAMAREL SYSTEMS INTERNATIONAL LTD: OTHERS
TABLE 62 NEC CORPORATION: COMPANY OVERVIEW
TABLE 63 NEC CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 64 NEC CORPORATION: PRODUCT LAUNCHES
TABLE 65 NEC CORPORATION: DEALS
TABLE 66 NEC CORPORATION: OTHERS
TABLE 67 HONEYWELL INTERNATIONAL, INC.: COMPANY OVERVIEW
TABLE 68 HONEYWELL INTERNATIONAL, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 69 HONEYWELL INTERNATIONAL, INC.: OTHERS
TABLE 70 DEUTSCHE TELEKOM AG: COMPANY OVERVIEW
TABLE 71 DEUTSCHE TELEKOM AG: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 72 DEUTSCHE TELEKOM AG: DEALS
TABLE 73 OSHKOSH AEROTECH: COMPANY OVERVIEW
TABLE 74 OSHKOSH AEROTECH: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 75 OSHKOSH AEROTECH: DEALS
TABLE 76 TK ELEVATOR: COMPANY OVERVIEW
TABLE 77 TK ELEVATOR: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 78 TK ELEVATOR: DEALS
TABLE 79 TK ELEVATOR: OTHERS
TABLE 80 LEIDOS: COMPANY OVERVIEW
TABLE 81 LEIDOS: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 82 LEIDOS: PRODUCT LAUNCHES
TABLE 83 LEIDOS: DEALS
TABLE 84 LEIDOS: OTHERS
TABLE 85 BEUMER GROUP: COMPANY OVERVIEW
TABLE 86 BEUMER GROUP: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 87 BEUMER GROUP: OTHERS
TABLE 88 DAIFUKU CO., LTD.: COMPANY OVERVIEW
TABLE 89 DAIFUKU CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 90 DAIFUKU CO., LTD.: PRODUCT LAUNCHES
TABLE 91 DAIFUKU CO., LTD.: OTHERS
TABLE 92 CUBIC: COMPANY OVERVIEW
TABLE 93 AUTOMOTUS, INC.: COMPANY OVERVIEW
TABLE 94 SKIDATA: COMPANY OVERVIEW
TABLE 95 MANTRA SOFTECH (INDIA) PVT. LTD.: COMPANY OVERVIEW
TABLE 96 VEOVO: COMPANY OVERVIEW
TABLE 97 A-ICE SRL: COMPANY OVERVIEW

LIST OF FIGURES

FIGURE 1 UPGRADE & MODERNIZATION SEGMENT TO BE LARGER THAN NEW INSTALLATION SEGMENT DURING FORECAST PERIOD
FIGURE 2 AIRPORT OPERATIONS & GROUND HANDLING SYSTEM TO SURPASS OTHER SEGMENTS DURING FORECAST PERIOD
FIGURE 3 TERMINAL SIDE SEGMENT TO ACQUIRE MAXIMUM SHARE DURING FORECAST PERIOD
FIGURE 4 ASIA PACIFIC TO BE LARGEST MARKET FOR AIRPORT SYSTEMS DURING FORECAST PERIOD
FIGURE 5 AIRPORT SYSTEMS MARKET DYNAMICS
FIGURE 6 RISE IN PASSENGER TRAFFIC AT AIRPORTS
FIGURE 7 INVESTMENT TRENDS IN AIRPORT APPLICATIONS
FIGURE 8 EVOLUTION OF AIRPORT TECHNOLOGIES
FIGURE 9 IMPLEMENTATION OF SELF-SERVICE SOLUTIONS BY AIRPORTS, 2015–2024
FIGURE 10 TYPES OF AIRPORT ATTACKS, 2021–2023
FIGURE 11 VALUE CHAIN ANALYSIS
FIGURE 12 TRENDS AND DISRUPTIONS IMPACTING CUSTOMER BUSINESS
FIGURE 13 ECOSYSTEM ANALYSIS
FIGURE 14 EVOLUTION OF AIRPORT SYSTEMS
FIGURE 15 TECHNOLOGY ROADMAP
FIGURE 16 GENERATIVE AI LANDSCAPE
FIGURE 17 ADOPTION OF AI IN COMMERCIAL AVIATION BY TOP COUNTRIES
FIGURE 18 PATENT ANALYSIS
FIGURE 19 REVENUE ANALYSIS OF TOP FIVE PLAYERS, 2020–2023
FIGURE 20 MARKET SHARE ANALYSIS OF KEY PLAYERS, 2023
FIGURE 21 COMPANY EVALUATION MATRIX (KEY PLAYERS), 2024
FIGURE 22 COMPANY FOOTPRINT
FIGURE 23 COMPANY EVALUATION MATRIX (START-UPS/SMES), 2024
FIGURE 24 VALUATION OF PROMINENT MARKET PLAYERS, 2025
FIGURE 25 FINANCIAL METRICS OF PROMINENT MARKET PLAYERS, 2025
FIGURE 26 BRAND/PRODUCT COMPARISON
FIGURE 27 AMADEUS IT GROUP SA: COMPANY SNAPSHOT
FIGURE 28 RTX: COMPANY SNAPSHOT
FIGURE 29 THALES: COMPANY SNAPSHOT
FIGURE 30 INDRA: COMPANY SNAPSHOT
FIGURE 31 SIEMENS AG: COMPANY SNAPSHOT
FIGURE 32 TAV TECHNOLOGIES: COMPANY SNAPSHOT
FIGURE 33 NEC CORPORATION: COMPANY SNAPSHOT
FIGURE 34 HONEYWELL INTERNATIONAL, INC.: COMPANY SNAPSHOT
FIGURE 35 DEUTSCHE TELEKOM AG: COMPANY SNAPSHOT
FIGURE 36 RESEARCH DESIGN


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