市場調査レポート
商品コード
1389626

北米の試験、検査、認証市場規模および予測、地域シェア、動向、成長機会分析レポート範囲:ソーシングタイプ別、サービスタイプ別、エンドユーザー別

North America Testing, Inspection, and Certification Market Size and Forecasts, Regional Share, Trends, and Growth Opportunity Analysis Report Coverage: By Sourcing Type, Service Type, End-User

出版日: | 発行: The Insight Partners | ページ情報: 英文 101 Pages | 納期: 即納可能 即納可能とは

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北米の試験、検査、認証市場規模および予測、地域シェア、動向、成長機会分析レポート範囲:ソーシングタイプ別、サービスタイプ別、エンドユーザー別
出版日: 2023年10月17日
発行: The Insight Partners
ページ情報: 英文 101 Pages
納期: 即納可能 即納可能とは
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  • 概要
  • 図表
  • 目次
概要

北米の試験・検査・認証(TIC)市場は、2022年に818億1,000万米ドルと評価され、2030年には1,328億1,000万米ドルに達し、2022年から2030年までのCAGRは6.2%と予測されています。

北米では、政府および産業界の利害関係者の双方によるいくつかの積極的な対策により、環境保護が脚光を浴びています。2023年1月、米国では2022年インフレ削減法が施行されました。同法は、投資税額控除(ITC)や生産税額控除(PTC)などのプログラム、資金、インセンティブを提供し、クリーン・エネルギー経済への移行を加速させる。同法は、AC1MW以上のプロジェクトについて、現行の要件を満たすまでITCを30%、PTCを0.0275米ドル/kWh(2023年値)に延長します。これにより、再生可能エネルギーに対する認識が高まり、産業部門での導入が促進されました。再生可能エネルギーへの移行には様々な試験、検査、認証が必要であるため、TIC市場プレーヤーの活動範囲も広がっています。そのため、市場プレーヤーは提供するサービスを増やし、地域全体で事業を拡大しています。例えば、2023年7月、大手TICサービスプロバイダーであるTUV SUD America Inc.は、440億米ドルの投資を通じて、米国ミシガン州に最新鋭の環境試験所を開設しました。この地域のこうした事例は、北米の試験・検査・認証(TIC)市場の成長を後押ししています。

さらに、北米諸国は2020年7月、自由貿易協定(FTA)に含まれる最も厳しい環境条項のセットを実施しています。したがって、このような環境条項のために、いくつかのタイプの企業は、エコ認証の恩恵を受けるために、より持続可能で環境に優しい企業になることを目指しています。Intertek Green Leaf Mark、EcoVadis Sustainability Rating、1% for the Planetなど、企業が持続可能で環境に優しいと認定されるのに役立つ認証がいくつかあります。こうした認証は、企業が持続可能な慣行、製品、サービスを顧客、投資家、その他の利害関係者に示すのに役立つ有益なプログラムです。北米では、SGS SAやビューローベリタスなど、さまざまな企業が循環経済認証を提供しています。これらの認証は、国連の持続可能な開発目標(SDG)にも貢献しています。このように、環境への関心の高まりが循環型経済の導入を促進しており、北米の試験・検査・認証(TIC)市場シェアを牽引しています。

北米の試験・検査・認証(TIC)市場は、調達タイプに基づき、自社サービスとアウトソーシングサービスに二分されます。北米の試験・検査・認証(TIC)市場をリードするのは自社サービス部門です。自社サービスでは、企業は製品の試験、検査、認証を完全に管理できます。TIC業務を社内で行うことで、企業は外注した第三者企業から受ける誤解を減らすことができます。開発チームと密接に連携することで、作業品質が向上します。チーム間のコミュニケーションとコラボレーションの利点があります。社内でTIC業務を行うことで、企業は企業の目標や目的に沿ったTICのタイムライン、リソース、テストケースを管理することができます。社内TICチームは、企業のシステム、プロセス、製品に関する深い知識と理解を持っているため、TICチームが効果的かつ効率的に業務を遂行することができます。このようなインハウスサービス部門の特徴が、北米の試験・検査・認証(TIC)市場の成長を後押ししています。

サービスの種類によって、北米の試験・検査・認証(TIC)市場は試験、検査、認証に区分されます。試験サービスは一般に、製品の品質、安全性、持続可能性に関する基準や仕様を満たすために、製品、材料、サービスの物理的、化学的、または性能に関連した特性を試験するために必要とされます。有資格の検査員や熟練した検査員が、国際的に認められたISOサンプリング手法でサンプルを採取し、認定された試験所で特定の試験や手法の助けを借りて試験を行う。試験は一般的に、化学品、食品、農産物、消費者製品、金属・鉱物、廃棄物、行政サービス、機械・設備などの製品やサービスに対して実施されます。試験段階は、試験結果の正確性と信頼性を保証し、さらに製品やサービスの安全性を保証するため、TICサービスには不可欠です。従って、北米の試験・検査・認証(TIC)市場の成長を促進しています。

ALS Limited社、Applus Services SA社、Bureau Veritas SA社、DEKRA SE社、DNV Group AS社、Eurofins Scientific SE社、Intertek Group Plc社、SGS SA社、TUV Rheinland AG社、TUV SUD AG社は、この市場調査で紹介する北米の試験・検査・認証(TIC)市場の主要企業です。

北米の試験・検査・認証(TIC)市場全体の規模は、一次情報と二次情報の両方を用いて算出されています。北米の試験・検査・認証(TIC)市場に関連する質的・量的情報を入手するため、社内外の情報源を用いて徹底的な二次調査を実施しました。このプロセスはまた、北米の試験・検査・認証(TIC)市場の概要と予測をすべての市場セグメントに関して得るのに役立ちます。また、データを検証し分析的洞察を得るために、業界関係者に複数の一次インタビューを実施しています。このプロセスには、副社長、市場開発マネージャー、マーケットインテリジェンスマネージャー、国内営業マネージャーなどの業界専門家と、北米の試験・検査・認証(TIC)市場を専門とする評価専門家、調査アナリスト、主要オピニオンリーダーなどの外部コンサルタントが参加しています。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

  • 主要洞察
  • 市場の魅力

第3章 調査手法

  • 調査範囲
  • 2次調査
  • 1次調査

第4章 TIC市場情勢

  • PEST分析
  • エコシステム分析
    • 試験・検査・認証(TIC)市場のプレーヤー
    • 政府と規制機関
    • エンドユーザー
    • バリューチェーンのベンダー一覧

第5章 TIC市場:主要産業力学

  • TIC市場- 主要産業力学
  • 市場促進要因
    • インダストリー4.0の導入
    • サーキュラー・エコノミーの導入を促進する環境問題
  • 市場抑制要因
    • 偽造製品や偽造証明書の存在
  • 市場機会
    • EV普及の高まり
    • グリーン水素の普及
  • 今後の動向
    • TIC産業における先端技術の採用
    • 産業制御システムのサイバーセキュリティ要件
  • 促進要因と抑制要因の影響

第6章 TIC市場:北米市場分析

  • TIC市場の売上高、2022年~2030年
  • TIC市場の予測と分析

第7章 TIC市場の分析:調達タイプ

  • インハウスサービス
  • アウトソーシングサービス
    • サービス概要

第8章 TIC市場分析-サービスタイプ

  • テスト
    • サービス概要
  • 検査
    • サービス概要
  • 認証

第9章 TIC市場分析-エンドユーザー

  • 消費財・小売
  • 飲食品
  • ヘルスケアと医薬品
    • ヘルスケア
  • エネルギー・電力
    • エネルギー・電力
  • 製造・建設
    • その他
  • その他

第10章 TIC市場:地域別市場分析

    • 北米
      • 米国
      • カナダ
      • メキシコ

第11章 TIC市場-COVID-19パンデミックの影響

  • COVID-19前後の影響

第12章 競合情勢

  • 主要プレーヤー別ヒートマップ分析
  • 企業のポジショニングと集中度

第13章 業界情勢

  • 市場イニシアティブ
  • 新製品開発
  • 合併と買収

第14章 企業プロファイル

  • ALS Limited
  • Applus Services SA
  • Bureau Veritas SA
  • DEKRA SE
  • DNV Group AS
  • Eurofins Scientific SE
  • Intertek Group Plc
  • SGS SA
  • TUV Rheinland AG
  • TUV SUD AG

第15章 付録

図表

List Of Tables

  • Table 1. TIC Market Segmentation
  • Table 2. TIC Market Revenue and Forecast to 2030 (US$ Billion)
  • Table 3. TIC Market Revenue and Forecast to 2030 (US$ Billion) - Sourcing Type
  • Table 4. TIC Market Revenue and Forecast to 2030 (US$ Billion) - Service Type
  • Table 5. TIC Market Revenue and Forecast to 2030 (US$ Billion) - End-User
  • Table 6. US: TIC Market, by Sourcing Type -Revenue and Forecast to 2030 (US$ Billion)
  • Table 7. US: TIC Market, by Service Type -Revenue and Forecast to 2030 (US$ Billion)
  • Table 8. US: TIC Market, by End-User -Revenue and Forecast to 2030 (US$ Billion)
  • Table 9. Canada: TIC Market, by Sourcing Type -Revenue and Forecast to 2030 (US$ Billion)
  • Table 10. Canada: TIC Market, by Service Type -Revenue and Forecast to 2030 (US$ Billion)
  • Table 11. Canada: TIC Market, by End-User -Revenue and Forecast to 2030 (US$ Billion)
  • Table 12. Mexico: TIC Market, by Sourcing Type -Revenue and Forecast to 2030 (US$ Billion)
  • Table 13. Mexico: TIC Market, by Service Type -Revenue and Forecast to 2030 (US$ Billion)
  • Table 14. Mexico: TIC Market, by End-User -Revenue and Forecast to 2030 (US$ Billion)
  • Table 15. Heat Map Analysis By Key Players
  • Table 16. List of Abbreviation

List Of Figures

  • Figure 1. PEST Analysis
  • Figure 2. Ecosystem: TIC Market
  • Figure 3. Impact Analysis of Drivers and Restraints
  • Figure 4. TIC Market Revenue (US$ Billion), 2022 - 2030
  • Figure 5. TIC Market Share (%) -Sourcing Type, 2022 and 2030
  • Figure 6. In-House Service Market Revenue and Forecast To 2030 (US$ Billion)
  • Figure 7. Outsourced Service Market Revenue and Forecast To 2030 (US$ Billion)
  • Figure 8. TIC Market Share (%) - Service Type, 2022 and 2030
  • Figure 9. Testing Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 10. Inspection Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 11. Certification Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 12. TIC Market Share (%) - End-User, 2022 and 2030
  • Figure 13. Consumer Goods & Retail Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 14. Food & Beverage Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 15. Healthcare & Pharmaceutical Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 16. Energy & Power Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 17. Manufacturing & Construction Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 18. Others Market Revenue and Forecast to 2030 (US$ Billion)
  • Figure 19. North America: TIC Market Revenue Share, by Key Country (2022 and 2030)
  • Figure 20. US: TIC Market - Revenue, and Forecast to 2030 (US$ Billion)
  • Figure 21. Canada: TIC Market - Revenue, and Forecast to 2030 (US$ Billion)
  • Figure 22. Mexico: TIC Market - Revenue, and Forecast to 2030 (US$ Billion)
  • Figure 23. Company Positioning & Concentration
目次
Product Code: TIPRE00006284

The North America testing, inspection, and certification market was valued at US$ 81.81 billion in 2022 and is projected to reach US$ 132.81 billion by 2030; it is expected to grow at a CAGR of 6.2% from 2022 to 2030.

Environmental protection is gaining prominence in North America owing to several positive measures from both the government and the industrial stakeholders. In January 2023, the Inflation Reduction Act of 2022 became effective in the US. The Act offers programs, funding, and incentives, including the Investment Tax Credit (ITC) and Production Tax Credit (PTC), to accelerate the transition to a clean energy economy. The Act extends the ITC of 30% and PTC of US$ 0.0275/kWh (2023 value) till the projects meet prevailing requirements for projects over 1 MW AC. It has created more awareness of renewable energy and promoted its adoption in the industrial sector. It has increased the scope of various TIC market players since the transition to renewable energy requires various testing, inspections, and certifications. Hence, market players are increasing their offerings and expanding their business across the region. For instance, in July 2023, TUV SUD America Inc, a leading TIC service provider, opened a new state-of-the-art environmental laboratory in Michigan, the US, through an investment of US$ 44 billion. Such instances in the region propelling the growth of the North America testing, inspection, and certification market.

Moreover, North American nations have been implementing the most stringent set of environmental provisions included in a free trade agreement (FTA) in July 2020, when the new agreement [dubbed Canada-US-Mexico Agreement (CUSMA), T-MEC, and the US-Mexico-Canada Agreement (USMCA) by the nations] was enforced alongside a companion-Environmental Cooperation Agreement (ECA). Thus, due to such environmental provisions, several types of businesses aim to become more sustainable and eco-friendlier to benefit from eco certifications. There are several certifications, such as Intertek Green Leaf Mark, EcoVadis Sustainability Rating, and 1% for the Planet, that help businesses to be certified sustainable and eco-friendly. Such certifications are beneficial programs that can aid companies in demonstrating their sustainable practices, products, and services to customers, investors, and other relevant stakeholders. Various players across North America are providing circular economy certifications, such as SGS SA and Bureau Veritas. These certifications also contribute to the Sustainable Development Goals (SDG) of the United Nations. Thus, the rise in environmental concerns is promoting the adoption of a circular economy, which drives the North America testing, inspection, and certification market share in North America.

Based on sourcing type, the North America testing, inspection, and certification market is bifurcated into in-house service and outsourced service. The in-house service segment led the North America testing, inspection, and certification market. The in-house service gives an enterprise complete control over the testing, inspection, and certification of the products. By keeping the TIC operations in-house, the enterprise can reduce any misunderstanding that may come from outsourced third-party companies. It provides enhanced work quality by closely working with the development team. It offers the benefit of communication and collaboration among the teams. By conducting in-house TIC operations, the enterprise can manage the TIC timelines, resources, and test cases that align with the enterprise goals and objectives. In-house TIC teams have in-depth knowledge and understanding of the enterprise systems, processes, and products, which helps the TIC teams carry out these operations effectively and efficiently. Such characteristics of the in-house service segment fuel the North America testing, inspection, and certification market growth for the segment.

Based on service type, the North America testing, inspection, and certification market is segmented into testing, inspection, and certification. Testing services are generally required to test the physical, chemical, or performance-linked properties of products, materials, or services to meet the standards or specifications for the quality, safety, and sustainability of the product. The qualified or skilled inspectors collect the samples via internationally accepted ISO sampling methods and then test them with the help of specific tests and methodology in accredited laboratories. Testing is generally conducted for products and services, which include chemicals, food, agriculture products, consumer products, metals and minerals, waste materials, government services, and machinery and equipment. The testing phase is essential in the TIC services as it ensures the accuracy and credibility of the test results and further ensures the safety of the product and services. Thus, propelling the growth of North America testing, inspection, and certification market.

ALS Limited, Applus Services SA, Bureau Veritas SA, DEKRA SE, DNV Group AS, Eurofins Scientific SE, Intertek Group Plc, SGS SA, TUV Rheinland AG, and TUV SUD AG are among the key North America testing, inspection, and certification market players that are profiled in this market study.

The overall North America testing, inspection, and certification market size has been derived using both primary and secondary sources. Exhaustive secondary research has been conducted using internal and external sources to obtain qualitative and quantitative information related to the North America testing, inspection, and certification market. The process also helps obtain an overview and forecast of the North America testing, inspection, and certification market with respect to all the market segments. Also, multiple primary interviews have been conducted with industry participants to validate the data and gain analytical insights. This process includes industry experts such as VPs, business development managers, market intelligence managers, and national sales managers, along with external consultants such as valuation experts, research analysts, and key opinion leaders specializing in the North America testing, inspection, and certification market.

Reasons to Buy:

  • Save and reduce time carrying out entry-level research by identifying the growth, size, leading players and segments in the North America testing, inspection, and certification market
  • Highlights key business priorities in order to assist companies to realign their business strategies
  • The key findings and recommendations such as specific country and segmental insight highlights crucial progressive industry trends in the North America testing, inspection, and certification market, thereby allowing players across the value chain to develop effective long-term strategies
  • Develop/modify business expansion plans by using substantial growth offering developed and emerging markets
  • Scrutinize in-depth market trends and outlook coupled with the factors driving the market, as well as those hindering it
  • Enhance the decision-making process by understanding the strategies that underpin commercial interest with respect to client products, segmentation, pricing and distribution

Table Of Contents

1. Introduction

  • 1.1 The Insight Partners Research Report Guidance
  • 1.2 Market Segmentation

2. Executive Summary

  • 2.1 Key Insights
  • 2.2 Market Attractiveness

3. Research Methodology

  • 3.1 Coverage
  • 3.2 Secondary Research
  • 3.3 Primary Research

4. TIC Market Landscape

  • 4.1 Overview
  • 4.2 PEST Analysis
  • 4.3 Ecosystem Analysis
    • 4.3.1 Testing, Inspection, and Certification Market Players:
    • 4.3.2 Governments and Regulatory Agencies:
    • 4.3.3 End-User:
    • 4.3.4 List of Vendors in the Value Chain:

5. TIC Market - Key Industry Dynamics

  • 5.1 TIC Market - Key Industry Dynamics
  • 5.2 Market Drivers
    • 5.2.1 Implementation of Industry 4.0
    • 5.2.2 Environmental Concerns Promoting Adoption of Circular Economy
  • 5.3 Market Restraints
    • 5.3.1 Presence of Counterfeit Products and Certificates
  • 5.4 Market Opportunities
    • 5.4.1 Rising EV Adoption
    • 5.4.2 Proliferation of Green Hydrogen
  • 5.5 Future Trends
    • 5.5.1 Adoption of Advanced Technologies in TIC Industry
    • 5.5.2 Cybersecurity Requirements of Industrial Control Systems
  • 5.6 Impact of Drivers and Restraints:

6. TIC Market - North America Market Analysis

  • 6.1 TIC Market Revenue (US$ Billion), 2022 - 2030
  • 6.2 TIC Market Forecast and Analysis

7. TIC Market Analysis - Sourcing Type

  • 7.1 In-House Service
    • 7.1.1 Overview
    • 7.1.2 In-House Service Market Revenue and Forecast to 2030 (US$ Billion)
  • 7.2 Outsourced Service
    • 7.2.1 Overview
    • 7.2.2 Outsourced Service Market Revenue and Forecast to 2030 (US$ Billion)

8. TIC Market Analysis - Service Type

  • 8.1 Testing
    • 8.1.1 Overview
    • 8.1.2 Testing Market Revenue and Forecast to 2030 (US$ Billion)
  • 8.2 Inspection
    • 8.2.1 Overview
    • 8.2.2 Inspection Market Revenue and Forecast to 2030 (US$ Billion)
  • 8.3 Certification
    • 8.3.1 Overview
    • 8.3.2 Certification Market Revenue and Forecast to 2030 (US$ Billion)

9. TIC Market Analysis - End-User

  • 9.1 Consumer Goods & Retail
    • 9.1.1 Overview
    • 9.1.2 Consumer Goods & Retail Market Revenue and Forecast to 2030 (US$ Billion)
  • 9.2 Food & Beverage
    • 9.2.1 Overview
    • 9.2.2 Food & Beverage Market Revenue and Forecast to 2030 (US$ Billion)
  • 9.3 Healthcare & Pharmaceutical
    • 9.3.1 Overview
    • 9.3.2 Healthcare & Pharmaceutical Market Revenue and Forecast to 2030 (US$ Billion)
  • 9.4 Energy & Power
    • 9.4.1 Overview
    • 9.4.2 Energy & Power Market Revenue and Forecast to 2030 (US$ Billion)
  • 9.5 Manufacturing & Construction
    • 9.5.1 Overview
    • 9.5.2 Manufacturing & Construction Market Revenue and Forecast to 2030 (US$ Billion)
  • 9.6 Others
    • 9.6.1 Overview
    • 9.6.2 Others Market Revenue and Forecast to 2030 (US$ Billion)

10. TIC Market - Geographical Analysis

  • 10.1 Overview
    • 10.1.1 North America: TIC Market, by Key Country
      • 10.1.1.1 US: TIC Market - Revenue, and Forecast to 2030 (US$ Billion)
        • 10.1.1.1.1 US: TIC Market, by Sourcing Type
        • 10.1.1.1.2 US: TIC Market, by Service Type
        • 10.1.1.1.3 US: TIC Market, by End-User
      • 10.1.1.2 Canada: TIC Market - Revenue, and Forecast to 2030 (US$ Billion)
        • 10.1.1.2.1 Canada: TIC Market, by Sourcing Type
        • 10.1.1.2.2 Canada: TIC Market, by Service Type
        • 10.1.1.2.3 Canada: TIC Market, by End-User
      • 10.1.1.3 Mexico: TIC Market - Revenue, and Forecast to 2030 (US$ Billion)
        • 10.1.1.3.1 Mexico: TIC Market, by Sourcing Type
        • 10.1.1.3.2 Mexico: TIC Market, by Service Type
        • 10.1.1.3.3 Mexico: TIC Market, by End-User

11. TIC Market - Impact of COVID-19 Pandemic

  • 11.1 Pre & Post Covid-19 Impact

12. Competitive Landscape

  • 12.1 Heat Map Analysis By Key Players
  • 12.2 Company Positioning & Concentration

13. Industry Landscape

  • 13.1 Overview
  • 13.2 Market Initiative
  • 13.3 New Product Development
  • 13.4 Merger and Acquisition

14. Company Profiles

  • 14.1 ALS Limited
    • 14.1.1 Key Facts
    • 14.1.2 Business Description
    • 14.1.3 Products and Services
    • 14.1.4 Financial Overview
    • 14.1.5 SWOT Analysis
    • 14.1.6 Key Developments
  • 14.2 Applus Services SA
    • 14.2.1 Key Facts
    • 14.2.2 Business Description
    • 14.2.3 Products and Services
    • 14.2.4 Financial Overview
    • 14.2.5 SWOT Analysis
    • 14.2.6 Key Developments
  • 14.3 Bureau Veritas SA
    • 14.3.1 Key Facts
    • 14.3.2 Business Description
    • 14.3.3 Products and Services
    • 14.3.4 Financial Overview
    • 14.3.5 SWOT Analysis
    • 14.3.6 Key Developments
  • 14.4 DEKRA SE
    • 14.4.1 Key Facts
    • 14.4.2 Business Description
    • 14.4.3 Products and Services
    • 14.4.4 Financial Overview
    • 14.4.5 SWOT Analysis
    • 14.4.6 Key Developments
  • 14.5 DNV Group AS
    • 14.5.1 Key Facts
    • 14.5.2 Business Description
    • 14.5.3 Products and Services
    • 14.5.4 Financial Overview
    • 14.5.5 SWOT Analysis
    • 14.5.6 Key Developments
  • 14.6 Eurofins Scientific SE
    • 14.6.1 Key Facts
    • 14.6.2 Business Description
    • 14.6.3 Products and Services
    • 14.6.4 Financial Overview
    • 14.6.5 SWOT Analysis
    • 14.6.6 Key Developments
  • 14.7 Intertek Group Plc
    • 14.7.1 Key Facts
    • 14.7.2 Business Description
    • 14.7.3 Products and Services
    • 14.7.4 Financial Overview
    • 14.7.5 SWOT Analysis
    • 14.7.6 Key Developments
  • 14.8 SGS SA
    • 14.8.1 Key Facts
    • 14.8.2 Business Description
    • 14.8.3 Products and Services
    • 14.8.4 Financial Overview
    • 14.8.5 SWOT Analysis
    • 14.8.6 Key Developments
  • 14.9 TUV Rheinland AG
    • 14.9.1 Key Facts
    • 14.9.2 Business Description
    • 14.9.3 Products and Services
    • 14.9.4 Financial Overview
    • 14.9.5 SWOT Analysis
    • 14.9.6 Key Developments
  • 14.10 TUV SUD AG
    • 14.10.1 Key Facts
    • 14.10.2 Business Description
    • 14.10.3 Products and Services
    • 14.10.4 Financial Overview
    • 14.10.5 SWOT Analysis
    • 14.10.6 Key Developments

15. Appendix

  • 15.1 About The Insight Partners
  • 15.2 Word Index