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세계의 IoT 플랫폼 시장(-2032년)

IOT Platform Market Forecast to 2032
발행일: | 리서치사: Market Research Future | 페이지 정보: 영문 126 Pages | 배송안내 : 즉시배송

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

IoT 플랫폼 시장 규모는 예측 기간 동안 15.20%의 CAGR로 큰 폭의 성장을 보일 것으로 예상됩니다.

지역별로 보면 북미 IoT 플랫폼 시장은 2021년 33억 9,000만 달러 규모에 달했으며, 예측 기간 동안 큰 폭으로 성장할 것으로 예측됩니다. 이는 자동차 및 의료와 같은 분야의 급속한 발전과 이들 기업의 IoT 수용에 기인합니다.

유럽의 IoT 플랫폼 시장은 벤처기업들의 클라우드 혁신 수용으로 인해 두 번째로 높은 점유율을 보이고 있습니다. 클라우드 기반 강화, 관련 가젯 사용 확대, AI의 발전이 시장 성장을 뒷받침하고 있습니다.

아시아태평양의 IoT 플랫폼 시장은 로우코드 IoT 플랫폼과 IoT 센터에 대한 관심 증가, IoT 플랫폼 사용 증가 등으로 인해 가장 빠른 속도로 성장할 것으로 예상됩니다.

세계 IoT 플랫폼 시장을 조사했으며, 시장 정의와 개요, 시장 성장에 영향을 미치는 요인 분석, 시장 규모 추이 및 예측, 각 부문별·지역별 분석, 경쟁 환경, 주요 기업 개요 등의 정보를 정리하여 전해드립니다.

목차

제1장 주요 요약

제2장 조사 범위

제3장 시장 조사 방법

제4장 시장 상황

  • Porter's Five Forces 분석
  • 밸류체인/공급망

제5장 세계의 IoT 플랫폼 시장 : 업계 개요

  • 성장 추진요인
  • 영향 분석
  • 시장 과제

제6장 시장 동향

  • 성장 동향
  • 영향 분석

제7장 세계의 IoT 플랫폼 시장 : 플랫폼별

  • 커넥티비티/M2M 플랫폼
  • IAAS 백엔드
  • 하드웨어 고유의 소프트웨어 플랫폼
  • 소비자/기업용 소프트웨어 확장
    • 시장 추정과 예측
    • 시장 추정과 예측 : 지역별

제8장 세계의 IoT 플랫폼 시장 : 전개별

  • 온프레미스
  • 클라우드
  • 하이브리드
    • 시장 추정과 예측
    • 시장 추정과 예측 : 지역별

제9장 세계의 IoT 플랫폼 시장 : 용도별

  • 디바이스 관리
  • 데이터베이스 관리
  • 애널리틱스
  • 프로세싱
    • 시장 추정과 예측
    • 시장 추정과 예측 : 지역별

제10장 세계의 IoT 플랫폼 시장 : 최종사용자별

  • 제조
  • 스마트 시티 및 스마트홈
  • 소매
  • 헬스케어
  • 기타
    • 시장 추정과 예측
    • 시장 추정과 예측 : 지역별

제11장 세계의 IoT 플랫폼 시장 : 지역별

  • 북미
  • 유럽
  • 아시아태평양
  • 기타 지역

제12장 기업 상황

제13장 기업 개요

  • IBM CORPORATION
  • AMAZON WEB SERVICES
  • MICROSOFT CORPORATION
  • GOOGLE
  • HUAWEI TECHNOLOGIES CO. LTD
  • CISCO SYSTEMS, INC.
  • INTEL CORPORATION
  • GENERAL ELECTRIC
  • AT&T INC
  • WIPRO LTD

제14장 결론

ksm 24.03.18

Market Overview

IoT Platform Market is evaluated to register a significant CAGR of 15.20% during the review period.

An IoT platform is the instrument and framework expected to gather true information through sensors, dissect information locally (edge figuring), and associate with the cloud to send information and get order to the association. It can likewise store information in the cloud, examine it to produce bits of knowledge, and request explicit errands to be performed in view of the experiences.

Further, IoT platforms likewise assist with accelerating the advancement cycle through achievability and chance moderation. In any case, before the beginning item improvement and IoT platform choice, fostering a strong IoT item strategy is significant. Different abilities given by the IoT platform incorporate safely leading all tasks across the IoT innovation stack and recognizing and dealing with all IoT gadgets at scale to line up with item improvement techniques.

Moreover, IoT platform market players are anticipating taking advantage of quickly developing businesses like EV portability and EV foundation network, where cold chain, fuel management, and so on are basic to business achievement. Most IoT platform suppliers likewise offer administrations that permit heads to deal with numerous organizations and records across gadgets and convey the up-and-coming age of web channels, firewalls, and malware discovery with a simple to-utilize interface. Consequently, such utilization of IoT has improved the IoT Platform market CAGR across the globe in the new year's. In addition, the development of minimized and savvy interoperable remote gadgets provokes huge market interest, making correspondence between these gadgets and people conceivable.

Market Segmentation

The connectivity/M2M platform, the laaS back-end, the hardware-specific software platform, and the consumer/enterprise software extension are the segments of the IoT Platform market that are based on platform.

Device management, database management, analytics, and processing are all included in the application-based market segmentation of IoT platforms.

The end-user segmentation of the market data has resulted in smart homes and cities, retail, and health care.

Regional Insights

North America IoT Platform market represented USD 3.39 billion out of 2021 and is supposed to display a critical CAGR development during the review time frame. This is credited to the fast development of the modern, auto, and medical care areas, combined with the reception of IoT in these businesses to accomplish functional effectiveness and serious additions across the region.

Europe IoT Platform market represents the second-biggest market share because of the huge reception of cloud innovation in ventures, everything being equal. In addition, hearty cloud foundation, expanding utilization of associated gadgets, and headways in man-made reasoning and AI advances help the market size.

The Asia-Pacific IoT Platform is anticipated to register a fastest market expansion owing to the rising interest in low-code IoT platforms and IoT centers and the rising use of IoT platforms.

Major Players

The IoT Platform market major players are Ayla Networks Inc., SAMSUNG, Robert Bosch GmbH, The ThingsBoard Authors, KaaIoT Technologies LLC, Vodafone Group Plc., Cisco, GENERAL ELECTRIC, Italtel S.p.A., Siemens, IBM, SiteWhere LLC., Google, Apple Inc., Accenture Plc, Time Inc., SAP SE, and Hewlett Packard Enterprise Development LP.

TABLE OF CONTENTS

TABLE OF CONTENT

1 EXECUTIVE SUMMARY

2 SCOPE OF THE REPORT

  • 2.1 MARKET DEFINITION
  • 2.2 SCOPE OF THE STUDY
    • 2.2.1 RESEARCH OBJECTIVES
    • 2.2.2 ASSUMPTIONS & LIMITATIONS
  • 2.3 MARKET STRUCTURE

3 MARKET RESEARCH METHODOLOGY

  • 3.1 RESEARCH PROCESS
  • 3.2 SECONDARY RESEARCH
  • 3.3 PRIMARY RESEARCH
  • 3.4 FORECAST MODEL

4 MARKET LANDSCAPE

  • 4.1 PORTER'S FIVE FORCES ANALYSIS
    • 4.1.1 THREAT OF NEW ENTRANTS
    • 4.1.2 BARGAINING POWER OF SUPPLIERS
    • 4.1.3 BARGAINING POWER OF BUYERS
    • 4.1.4 THREAT OF SUBSTITUTES
    • 4.1.5 SEGMENT RIVALRY
  • 4.2 VALUE CHAIN/SUPPLY CHAIN OF THE GLOBAL IOT PLATFORM MARKET

5 INDUSTRY OVERVIEW OF THE GLOBAL IOT PLATFORM MARKET

  • 5.1 INTRODUCTION
  • 5.2 GROWTH DRIVERS
  • 5.3 IMPACT ANALYSIS
  • 5.4 MARKET CHALLENGES

6 MARKET TRENDS

  • 6.1 INTRODUCTION
  • 6.2 GROWTH TRENDS
  • 6.3 IMPACT ANALYSIS

7 GLOBAL IOT PLATFORM MARKET, BY PLATFORM

  • 7.1 INTRODUCTION
  • 7.2 CONNECTIVITY / M2M PLATFORM
    • 7.2.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 7.2.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 7.3 IAAS BACKEND
    • 7.3.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 7.3.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 7.4 HARDWARE-SPECIFIC SOFTWARE PLATFORM
    • 7.4.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 7.4.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 7.5 CONSUMER/ENTERPRISE SOFTWARE EXTENSION
    • 7.5.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 7.5.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030

8 GLOBAL IOT PLATFORM MARKET, BY DEPLOYMENT

  • 8.1 INTRODUCTION
  • 8.2 ON-PREMISES
    • 8.2.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 8.2.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 8.3 CLOUD
    • 8.3.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 8.3.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 8.4 HYBRID
    • 8.4.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 8.4.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030

9 GLOBAL IOT PLATFORM MARKET, BY APPLICATION

  • 9.1 INTRODUCTION
  • 9.2 DEVICE MANAGEMENT
    • 9.2.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 9.2.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 9.3 DATABASE MANAGEMENT
    • 9.3.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 9.3.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 9.4 ANALYTICS
    • 9.4.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 9.4.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 9.5 PROCESSING
    • 9.5.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 9.5.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030

10 GLOBAL IOT PLATFORM MARKET, BY END USER

  • 10.1 INTRODUCTION
  • 10.2 MANUFACTURING
    • 10.2.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 10.2.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 10.3 SMART CITIES & HOMES
    • 10.3.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 10.3.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 10.4 RETAIL
    • 10.4.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 10.4.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 10.5 HEALTHCARE
    • 10.5.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 10.5.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030
  • 10.6 OTHERS
    • 10.6.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 10.6.2 MARKET ESTIMATES & FORECAST, BY REGION, 2022-2030

11 GLOBAL IOT PLATFORM MARKET, BY REGION

  • 11.1 INTRODUCTION
  • 11.2 NORTH AMERICA
    • 11.2.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 11.2.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
    • 11.2.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
    • 11.2.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
    • 11.2.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.2.6 US
      • 11.2.6.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.2.6.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.2.6.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.2.6.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.2.6.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.2.7 CANADA
      • 11.2.7.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.2.7.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.2.7.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.2.7.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.2.7.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.2.8 MEXICO
      • 11.2.8.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.2.8.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.2.8.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.2.8.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.2.8.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
  • 11.3 EUROPE
    • 11.3.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 11.3.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
    • 11.3.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
    • 11.3.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
    • 11.3.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.3.6 GERMANY
      • 11.3.6.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.3.6.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.3.6.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.3.6.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.3.6.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.3.7 FRANCE
      • 11.3.7.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.3.7.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.3.7.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.3.7.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.3.7.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.3.8 UK
      • 11.3.8.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.3.8.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.3.8.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.3.8.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.3.8.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.3.9 REST OF EUROPE
      • 11.3.9.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.3.9.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.3.9.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.3.9.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.3.9.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
  • 11.4 ASIA-PACIFIC
    • 11.4.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 11.4.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
    • 11.4.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
    • 11.4.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
    • 11.4.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.4.6 CHINA
      • 11.4.6.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.4.6.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.4.6.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.4.6.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.4.6.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.4.7 INDIA
      • 11.4.7.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.4.7.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.4.7.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.4.7.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.4.7.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.4.8 JAPAN
      • 11.4.8.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.4.8.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.4.8.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.4.8.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.4.8.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.4.9 REST OF ASIA-PACIFIC
      • 11.4.9.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.4.9.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.4.9.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.4.9.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.4.9.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
  • 11.5 REST OF THE WORLD
    • 11.5.1 MARKET ESTIMATES & FORECAST, 2022-2030
    • 11.5.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
    • 11.5.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
    • 11.5.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
    • 11.5.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.5.6 MIDDLE EAST & AFRICA
      • 11.5.6.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.5.6.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.5.6.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.5.6.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.5.6.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030
    • 11.5.7 SOUTH AMERICA
      • 11.5.7.1 MARKET ESTIMATES & FORECAST, 2022-2030
      • 11.5.7.2 MARKET ESTIMATES & FORECAST, BY PLATFORM, 2022-2030
      • 11.5.7.3 MARKET ESTIMATES & FORECAST, BY DEPLOYMENT, 2022-2030
      • 11.5.7.4 MARKET ESTIMATES & FORECAST, BY APPLICATION, 2022-2030
      • 11.5.7.5 MARKET ESTIMATES & FORECAST, BY END USER, 2022-2030

12 COMPANY LANDSCAPE

13 COMPANY PROFILES

  • 13.1 IBM CORPORATION
    • 13.1.1 COMPANY OVERVIEW
    • 13.1.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.1.3 FINANCIAL UPDATES
    • 13.1.4 KEY DEVELOPMENTS
  • 13.2 AMAZON WEB SERVICES
    • 13.2.1 COMPANY OVERVIEW
    • 13.2.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.2.3 FINANCIAL UPDATES
    • 13.2.4 KEY DEVELOPMENTS
  • 13.3 MICROSOFT CORPORATION
    • 13.3.1 COMPANY OVERVIEW
    • 13.3.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.3.3 FINANCIAL UPDATES
    • 13.3.4 KEY DEVELOPMENTS
  • 13.4 GOOGLE
    • 13.4.1 COMPANY OVERVIEW
    • 13.4.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.4.3 FINANCIAL UPDATES
    • 13.4.4 KEY DEVELOPMENTS
  • 13.5 HUAWEI TECHNOLOGIES CO. LTD
    • 13.5.1 COMPANY OVERVIEW
    • 13.5.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.5.3 FINANCIAL UPDATES
    • 13.5.4 KEY DEVELOPMENTS
  • 13.6 CISCO SYSTEMS, INC.
    • 13.6.1 COMPANY OVERVIEW
    • 13.6.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.6.3 FINANCIAL UPDATES
    • 13.6.4 KEY DEVELOPMENTS
  • 13.7 INTEL CORPORATION
    • 13.7.1 COMPANY OVERVIEW
    • 13.7.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.7.3 FINANCIAL UPDATES
    • 13.7.4 KEY DEVELOPMENTS
  • 13.8 GENERAL ELECTRIC
    • 13.8.1 COMPANY OVERVIEW
    • 13.8.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.8.3 FINANCIAL UPDATES
    • 13.8.4 KEY DEVELOPMENTS
  • 13.9 AT&T INC
    • 13.9.1 COMPANY OVERVIEW
    • 13.9.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.9.3 FINANCIAL UPDATES
    • 13.9.4 KEY DEVELOPMENTS
  • 13.10 WIPRO LTD
    • 13.10.1 COMPANY OVERVIEW
    • 13.10.2 PRODUCT/BUSINESS SEGMENT OVERVIEW
    • 13.10.3 FINANCIAL UPDATES
    • 13.10.4 KEY DEVELOPMENTS

14 CONCLUSION

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