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データマネタイゼーション（データ収益化）市場規模、シェア、動向分析レポート：組織規模別、手法別、業種別、地域別、セグメント別予測、2023年～2030年

Data Monetization Market Size, Share & Trends Analysis Report By Organization Size, By Method (Analytics-enabled Platform As A Service, Embedded Analytics), By Vertical, By Region, And Segment Forecasts, 2023 - 2030
出版日: | 発行: Grand View Research | ページ情報: 英文 120 Pages | 納期: 2～10営業日

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価格
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データマネタイゼーション（データ収益化）市場規模、シェア、動向分析レポート：組織規模別、手法別、業種別、地域別、セグメント別予測、2023年～2030年
出版日: 2023年10月16日
発行: Grand View Research
ページ情報: 英文 120 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

データマネタイゼーション（データ収益化）市場の成長と動向：

Grand View Research, Inc.の調査によると、世界のデータマネタイゼーション市場規模は2023年から2030年にかけて25.6％のCAGRを記録し、2030年には160億5,000万米ドルに達すると予測されています。

データマネタイゼーションは、複数の組織が収益を増やすために用いる戦略です。定量化可能な経済的利益を得るためにデータを活用するプロセスです。データマネタイゼーションには、直接的なデータマネタイゼーションと間接的なデータマネタイゼーションの2種類があります。

企業がデータを利用して新規顧客やビジネスチャンスを発見するデータマネタイゼーション手法には、いくつかの種類があります。これらのデータマネタイゼーション手法には、Data as a Service、Insight as a Service、Analytics-enabled platform as a Service、埋め込みアナリティクスがあります。Analytics-enabled platform as a Serviceは、一貫したトリガー/アラートとともにクラウド上のデータへのリアルタイムアクセスを提供するため、大きな成長が見込まれます。

データマネタイゼーションは、データ主導の原則の先駆者となることを可能にするため、いくつかのブランドにとって触媒となることが期待されます。データマネタイゼーションは、企業にとって新たな収益源を生み出します。さらに、営業コストと一般経費全体の削減を促進し、売上向上のための適切な行動を可能にします。いくつかの最終用途産業はデータマネタイゼーションのメリットを活用しており、さらに多くの産業がデータマネタイゼーションを目指しています。

例えば、小売業界や観光業界では、データマネタイゼーションによってジオフェンシングやジオターゲティングが可能になります。ヘルスケアセクター、政府、広告代理店では、密度計画や交通の流れを確保することができます。同様に、クレジットカード会社や金融機関には、不正行為の検知を提供します。また、スマートターゲティング、モノのインターネット（IoT）、デジタル広告主やブランド広告主向けのクリックストリームインサイト、その他複数の企業向けに提供しています。このような要因が、予測期間中の市場成長の原動力になると予想されます。

しかし、データのセキュリティやプライバシー、データ構造の複雑化、さまざまな規制方針などの要因が、予測期間中の市場成長の妨げになると予想されます。とはいえ、データマネタイゼーションは、リスクの特定と軽減、コンプライアンスの改善、計画と意思決定の合理化、市場における競争優位性の創出が可能です。データマネタイゼーションは、市場の阻害要因に大きな影を落とし、企業が適切な対策を講じることを可能にしています。

データマネタイゼーション市場のレポートハイライト

  • 中小企業は2023年から2030年にかけてCAGR 29.3%以上で拡大すると予測されます。BIに対する需要の高まりが、中小企業におけるデータマネタイゼーションの導入に大きく影響。
  • Analytics-enabled platform as a Serviceセグメントは、2022年に約37.7%という最大の収益シェアを占め、予測期間中のCAGRも27.5%と最速の成長が見込まれています。
  • 例えば、自動車業界では、データマネタイゼーションにより、リアルタイム診断や予知保全の場合の追跡など、いくつかの利点が保証されます。技術の進歩とデジタル化の進展により、車両性能の追跡が容易になっています。また、IoT、テレマティクス、オートメーションの導入も、同産業における市場需要を増加させると予想されます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 データマネタイゼーション市場の変数、動向、範囲

  • 市場系統の見通し
  • 業界のバリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 市場機会分析
  • データマネタイゼーション市場分析ツール
    • 業界分析- ポーターのファイブフォース分析
    • PESTEL分析

第4章 データマネタイゼーション市場：手法の推定・動向分析

  • データマネタイゼーション市場：重要なポイント
  • データマネタイゼーション市場：動向と市場シェア分析、2022年および2030年
  • Data as a Service
  • Insight as a Service
  • Analytics-enabled platform as a Service
  • 埋め込みアナリティクス

第5章 データマネタイゼーション市場：企業規模の推定・動向分析

  • データマネタイゼーション市場：重要なポイント
  • データマネタイゼーション市場：動向と市場シェア分析、2022年および2030年
  • 大企業
  • 中小企業

第6章 データマネタイゼーション市場：業種の推定・動向分析

  • データマネタイゼーション市場：重要なポイント
  • データマネタイゼーション市場：動向と市場シェア分析、2022年および2030年
  • BFSI
  • eコマース・小売
  • 通信・IT
  • 製造
  • ヘルスケア
  • エネルギー・ユーティリティ
  • その他

第7章 データマネタイゼーション市場：地域の推定・動向分析

  • 地域の見通し
  • 地域別のデータマネタイゼーション市場：重要なポイント
  • 北米
    • 市場推計・予測、2018年～2030年
    • 米国
    • カナダ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋地域
    • 日本
    • 中国
    • インド
    • オーストラリア
    • 韓国
  • ラテンアメリカ
    • ブラジル
    • メキシコ
  • 中東・アフリカ
    • サウジアラビア
    • 南アフリカ
    • アラブ首長国連邦

第8章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • 市場参入企業の分類
    • Accenture
    • Adstra
    • Cisco Systems, Inc.
    • Gemalto NV
    • IBM Corporation
    • Infosys Limited
    • Comviva
    • Monetize
    • Reltio
    • SAP SE
    • Domo, Inc.
    • Revelate Data Monetization Corp.
図表

List of Tables

  • Table 1 List of abbreviation
  • Table 2 North America data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 3 North America data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 4 North America data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 5 North America data monetization market, by region, (USD Million) 2018 to 2030
  • Table 6 U.S. data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 7 U.S. data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 8 U.S. data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 9 Canada data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 10 Canada data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 11 Canada data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 12 Europe data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 13 Europe data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 14 Europe data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 15 Europe data monetization market, by region, (USD Million) 2018 to 2030
  • Table 16 Germany data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 17 Germany data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 18 Germany data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 19 UK data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 20 UK data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 21 UK data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 22 France data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 23 France data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 24 France data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 25 Asia Pacific data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 26 Asia Pacific data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 27 Asia Pacific data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 28 Asia Pacific data monetization market, by region, (USD Million) 2018 to 2030
  • Table 29 China data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 30 China data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 31 China data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 32 Japan data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 33 Japan data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 34 Japan data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 35 India data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 36 India data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 37 India data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 38 Australia data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 39 Australia data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 40 Australia data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 41 South Korea data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 42 South Korea data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 43 South Korea data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 44 Latin America data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 45 Latin America data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 46 Latin America data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 47 Latin America data monetization market, by region, (USD Million) 2018 to 2030
  • Table 48 Brazil data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 49 Brazil data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 50 Brazil data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 51 Mexico data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 52 Mexico data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 53 Mexico data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 54 Middle East and Africa data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 55 Middle East and Africa data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 56 Middle East and Africa data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 57 Middle East and Africa data monetization market, by region, (USD Million) 2018 to 2030
  • Table 58 South Africa data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 59 South Africa data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 60 South Africa data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 61 Saudi Arabia data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 62 Saudi Arabia data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 63 Saudi Arabia data monetization market, by vertical, 2018 - 2030 (USD Million)
  • Table 64 UAE data monetization market, by method, 2018 - 2030 (USD Million)
  • Table 65 UAE data monetization market, by enterprise size, 2018 - 2030 (USD Million)
  • Table 66 UAE data monetization market, by vertical, 2018 - 2030 (USD Million)

List of Figures

  • Fig. 1 Market research process
  • Fig. 2 Data triangulation techniques
  • Fig. 3 Primary research pattern
  • Fig. 4 Market research approaches
  • Fig. 5 Value-chain-based sizing & forecasting
  • Fig. 6 QFD modeling for market share assessment
  • Fig. 7 Market formulation & validation
  • Fig. 8 Data monetization: Market outlook
  • Fig. 9 Data monetization: Competitive insights
  • Fig. 10 Parent market outlook
  • Fig. 11 Related/ancillary market outlook
  • Fig. 12 Penetration and growth prospect mapping
  • Fig. 13 Industry value chain analysis
  • Fig. 14 Data monetization market driver impact
  • Fig. 15 Data monetization market restraint impact
  • Fig. 16 Data monetization market strategic initiatives analysis
  • Fig. 17 Data monetization market: Method movement analysis
  • Fig. 18 Data monetization market: Method outlook and key takeaways
  • Fig. 19 Data as a service market estimates and forecasts, 2018 - 2030
  • Fig. 20 Insight as a service market estimates and forecasts, 2018 - 2030
  • Fig. 21 Analytics-enabled platform as a service market estimates and forecasts, 2018 - 2030
  • Fig. 22 Embedded analytics market estimates and forecasts, 2018 - 2030
  • Fig. 23 Data monetization market: Enterprise size movement analysis
  • Fig. 24 Data monetization market: Enterprise size outlook and key takeaways
  • Fig. 25 Large enterprises market estimates and forecasts, 2018 - 2030
  • Fig. 26 SMEs market estimates and forecasts, 2018 - 2030
  • Fig. 27 Data monetization market: Vertical movement analysis
  • Fig. 28 Data monetization market: Vertical outlook and key takeaways
  • Fig. 29 BFSI market estimates and forecasts, 2018 - 2030
  • Fig. 30 E-commerce & retail market estimates and forecasts, 2018 - 2030
  • Fig. 31 Telecommunication & IT market estimates and forecasts, 2018 - 2030
  • Fig. 32 Manufacturing market estimates and forecasts, 2018 - 2030
  • Fig. 33 Healthcare market estimates and forecasts, 2018 - 2030
  • Fig. 34 Energy & utilities market estimates and forecasts, 2018 - 2030
  • Fig. 35 Others market estimates and forecasts, 2018 - 2030
  • Fig. 36 Global data monetization market: Regional movement analysis
  • Fig. 37 Global data monetization market: Regional outlook and key takeaways
  • Fig. 38 North America market estimates and forecasts, 2018 - 2030
  • Fig. 39 U.S. market estimates and forecasts, 2018 - 2030
  • Fig. 40 Canada market estimates and forecasts, 2018 - 2030
  • Fig. 41 Europe market estimates and forecasts, 2018 - 2030
  • Fig. 42 UK market estimates and forecasts, 2018 - 2030
  • Fig. 43 Germany market estimates and forecasts, 2018 - 2030
  • Fig. 44 France market estimates and forecasts, 2018 - 2030
  • Fig. 45 Asia Pacific market estimates and forecasts, 2018 - 2030
  • Fig. 46 Japan market estimates and forecasts, 2018 - 2030
  • Fig. 47 China market estimates and forecasts, 2018 - 2030
  • Fig. 48 India market estimates and forecasts, 2018 - 2030
  • Fig. 49 Australia market estimates and forecasts, 2018 - 2030
  • Fig. 50 South Korea market estimates and forecasts, 2018 - 2030
  • Fig. 51 Latin America market estimates and forecasts, 2018 - 2030
  • Fig. 52 Brazil market estimates and forecasts, 2018 - 2030
  • Fig. 53 Mexico market estimates and forecasts, 2018 - 2030
  • Fig. 54 Middle East and Africa market estimates and forecasts, 2018 - 2030
  • Fig. 55 Saudi Arabia market estimates and forecasts, 2018 - 2030
  • Fig. 56 South Africa market estimates and forecasts, 2018 - 2030
  • Fig. 57 UAE market estimates and forecasts, 2018 - 2030
目次
Product Code: GVR-4-68039-100-4

Data Monetization Market Growth & Trends:

The global data monetization market size is expected to reach USD 16.05 billion by 2030, registering a CAGR of 25.6% from 2023 to 2030, according to a study conducted by Grand View Research, Inc.. Data monetization is a strategy used by several organizations to increase their revenue. It is the process of utilizing data to obtain quantifiable economic benefits. There are two types of data monetization techniques, direct data monetization, and indirect data monetization.

There are several types of data monetization methods wherein organizations use data to discover new customers and business opportunities. These data monetization methods are data as a service, insight as a service, analytics-enabled platform as service, and embedded analytics. The analytics-enabled platform as a service method is anticipated to witness significant growth as it provides real-time access to data on the cloud along with consistent triggers/alerts.

Data monetization is expected to be a catalyst for several brands as it enables them towards becoming a pioneer in data-driven principles. It creates new revenue streams for organizations. Additionally, it also promotes companies to reduce operating costs and overall general expenses and enables them to take adequate actions in improving their sales. Several end-use industries have leveraged the benefits of data monetization, and many more are moving towards data monetization.

For instance, data monetization offers geofencing and geotargeting in the retail and tourism industries. For the healthcare sector, government, and advertisement agencies, it ensures density planning and traffic flow. Similarly, it provides fraud detection for credit card companies and financial institutes. It offers smart targeting, Internet of Things (IoT), click-stream insights for digital and brand advertisers, and several other companies. Such factors are anticipated to power market growth over the forecast period.

However, factors such as data security and privacy, rising complexities in data structures, and varying regulatory policies are anticipated to hinder the market growth over the forecast period. Nevertheless, data monetization is capable of identifying and mitigating risk, improving compliance, streamlining planning and decision making, and creating a competitive advantage in the market. It has significantly shadowed market hindering factors and has enabled organizations to take adequate measures.

Data Monetization Market Report Highlights:

  • SMEs are anticipated to expand at a CAGR of over 29.3% from 2023 to 2030. Rising demand for BI has significantly impacted the adoption of data monetization amongst SMEs
  • The analytics-enabled platform as a service segment accounted for the largest revenue share of around 37.7% in 2022 and is also expected to grow at the fastest CAGR of 27.5% over the forecast period.
  • For instance, in the automotive industry, data monetization ensures several benefits, such as tracking in case of real-time diagnostics and predictive maintenance. Technological advancements and increased digitalization resulted in easy tracking of vehicle performance. The implementation of IoT, telematics, and automation is also expected to increase the market demand in the industry

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
    • 1.1.1. Method
    • 1.1.2. Enterprise size
    • 1.1.3. Vertical
    • 1.1.4. Regional scope
    • 1.1.5. Estimates and forecast timeline
  • 1.2. Research Methodology
  • 1.3. Information Procurement
    • 1.3.1. Purchased database
    • 1.3.2. GVR's internal database
    • 1.3.3. Secondary sources
    • 1.3.4. Primary research
    • 1.3.5. Details of primary research
  • 1.4. Information or Data Analysis
  • 1.5. Market Formulation & Validation
  • 1.6. Model Details
  • 1.7. List of Secondary Sources
  • 1.8. List of Primary Sources
  • 1.9. Objectives

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
    • 2.2.1. Method outlook
    • 2.2.2. Enterprise size outlook
    • 2.2.3. Vertical outlook
    • 2.2.4. Regional outlook
  • 2.3. Competitive Insights

Chapter 3. Data Monetization Market Variables, Trends & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Industry Value Chain Analysis
  • 3.3. Market Dynamics
    • 3.3.1. Market driver analysis
    • 3.3.2. Market restraint analysis
    • 3.3.3. Market opportunity analysis
  • 3.4. Data Monetization Market Analysis Tools
    • 3.4.1. Industry Analysis - Porter's
      • 3.4.1.1. Supplier power
      • 3.4.1.2. Buyer power
      • 3.4.1.3. Substitution threat
      • 3.4.1.4. Threat of new entrant
      • 3.4.1.5. Competitive rivalry
    • 3.4.2. PESTEL Analysis
      • 3.4.2.1. Political landscape
      • 3.4.2.2. Technological landscape
      • 3.4.2.3. Economic landscape

Chapter 4. Data Monetization Market: Method Estimates & Trend Analysis

  • 4.1. Data Monetization Market: Key Takeaways
  • 4.2. Data Monetization Market: Movement & Market Share Analysis, 2022 & 2030
  • 4.3. Data as a service
    • 4.3.1. Data as a service market estimates and forecasts, 2018 to 2030 (USD Million)
  • 4.4. Insight as a service
    • 4.4.1. Insight as a service market estimates and forecasts, 2018 to 2030 (USD Million)
  • 4.5. Analytics-enabled platform as a service
    • 4.5.1. Analytics-enabled platform as a service market estimates and forecasts, 2018 to 2030 (USD Million)
  • 4.6. Embedded analytics
    • 4.6.1. Embedded analytics market estimates and forecasts, 2018 to 2030 (USD Million)

Chapter 5. Data Monetization Market: Enterprise Size Estimates & Trend Analysis

  • 5.1. Data Monetization Market: Key Takeaways
  • 5.2. Data Monetization Market: Movement & Market Share Analysis, 2022 & 2030
  • 5.3. Large Enterprises
    • 5.3.1. Large enterprises market estimates and forecasts, 2018 to 2030 (USD Million)
  • 5.4. SMEs
    • 5.4.1. SMEs market estimates and forecasts, 2018 to 2030 (USD Million)

Chapter 6. Data Monetization Market: Vertical Estimates & Trend Analysis

  • 6.1. Data Monetization Market: Key Takeaways
  • 6.2. Data Monetization Market: Movement & Market Share Analysis, 2022 & 2030
  • 6.3. BFSI
    • 6.3.1. BFSI market estimates and forecasts, 2018 to 2030 (USD Million)
  • 6.4. E-commerce & Retail
    • 6.4.1. E-commerce & Retail market estimates and forecasts, 2018 to 2030 (USD Million)
  • 6.5. Telecommunications & IT
    • 6.5.1. Telecommunications & IT market estimates and forecasts, 2018 to 2030 (USD Million)
  • 6.6. Manufacturing
    • 6.6.1. Manufacturing market estimates and forecasts, 2018 to 2030 (USD Million)
  • 6.7. Healthcare
    • 6.7.1. Healthcare market estimates and forecasts, 2018 to 2030 (USD Million)
  • 6.8. Energy & Utilities
    • 6.8.1. Energy & utilities market estimates and forecasts, 2018 to 2030 (USD Million)
  • 6.9. Others
    • 6.9.1. Others market estimates and forecasts, 2018 to 2030 (USD Million)

Chapter 7. Data Monetization Market: Regional Estimates & Trend Analysis

  • 7.1. Regional Outlook
  • 7.2. Data Monetization Market by Region: Key Takeaway
  • 7.3. North America
    • 7.3.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.3.2. U.S.
      • 7.3.2.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.3.3. Canada
      • 7.3.3.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
  • 7.4. Europe
    • 7.4.1. UK
      • 7.4.1.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.4.2. Germany
      • 7.4.2.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.4.3. France
      • 7.4.3.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
  • 7.5. Asia Pacific
    • 7.5.1. Japan
      • 7.5.1.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.5.2. China
      • 7.5.2.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.5.3. India
      • 7.5.3.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.5.4. Australia
      • 7.5.4.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.5.5. South Korea
      • 7.5.5.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
  • 7.6. Latin America
    • 7.6.1. Brazil
      • 7.6.1.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.6.2. Mexico
      • 7.6.2.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
  • 7.7. MEA
    • 7.7.1. Saudi Arabia
      • 7.7.1.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.7.2. South Africa
      • 7.7.2.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)
    • 7.7.3. UAE
      • 7.7.3.1. Market estimates and forecasts, 2018 to 2030 (Revenue, USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 8.2. Market Participant Categorization
    • 8.2.1. Accenture
      • 8.2.1.1. Company overview
      • 8.2.1.2. Financial performance
      • 8.2.1.3. Product benchmarking
      • 8.2.1.4. Strategic initiatives
    • 8.2.2. Adstra
      • 8.2.2.1. Company overview
      • 8.2.2.2. Financial performance
      • 8.2.2.3. Product benchmarking
      • 8.2.2.4. Strategic initiatives
    • 8.2.3. Cisco Systems, Inc.
      • 8.2.3.1. Company overview
      • 8.2.3.2. Financial performance
      • 8.2.3.3. Product benchmarking
      • 8.2.3.4. Strategic initiatives
    • 8.2.4. Gemalto NV
      • 8.2.4.1. Company overview
      • 8.2.4.2. Financial performance
      • 8.2.4.3. Product benchmarking
      • 8.2.4.4. Strategic initiatives
    • 8.2.5. IBM Corporation
      • 8.2.5.1. Company overview
      • 8.2.5.2. Financial performance
      • 8.2.5.3. Product benchmarking
      • 8.2.5.4. Strategic initiatives
    • 8.2.6. Infosys Limited
      • 8.2.6.1. Company overview
      • 8.2.6.2. Financial performance
      • 8.2.6.3. Product benchmarking
      • 8.2.6.4. Strategic initiatives
    • 8.2.7. Comviva
      • 8.2.7.1. Company overview
      • 8.2.7.2. Financial performance
      • 8.2.7.3. Product benchmarking
      • 8.2.7.4. Strategic initiatives
    • 8.2.8. Monetize
      • 8.2.8.1. Company overview
      • 8.2.8.2. Financial performance
      • 8.2.8.3. Product benchmarking
      • 8.2.8.4. Strategic initiatives
    • 8.2.9. Reltio
      • 8.2.9.1. Company overview
      • 8.2.9.2. Financial performance
      • 8.2.9.3. Product benchmarking
      • 8.2.9.4. Strategic initiatives
    • 8.2.10. SAP SE
      • 8.2.10.1. Company overview
      • 8.2.10.2. Financial performance
      • 8.2.10.3. Product benchmarking
      • 8.2.10.4. Strategic initiatives
    • 8.2.11. Domo, Inc.
      • 8.2.11.1. Company overview
      • 8.2.11.2. Financial performance
      • 8.2.11.3. Product benchmarking
      • 8.2.11.4. Strategic initiatives
    • 8.2.12. Revelate Data Monetization Corp.
      • 8.2.12.1. Company overview
      • 8.2.12.2. Financial performance
      • 8.2.12.3. Product benchmarking
      • 8.2.12.4. Strategic initiatives