通信事業者向けデータ収益化市場：コンポーネント、機能、エンドユーザー別-2025-2030年の世界予測

通信事業者向けデータ収益化市場の2023年の市場規模は1,088億7,000万米ドルで、2024年には1,194億3,000万米ドルに達すると予測され、CAGR 10.18%で成長し、2030年には2,146億5,000万米ドルに達すると予測されています。

通信セクターにおけるデータ収益化とは、通信事業者が膨大な顧客データを活用して新たな収益源を生み出すプロセスを指します。これには、生データを価値ある洞察に変換する分析ツールやプラットフォームの利用が含まれ、第三者への販売や共有が可能なほか、事業運営の強化や顧客体験の向上のために社内で採用することもできます。データ収益化の必要性は、音声サービスやSMSサービスといった従来の収益源の伸び悩みと相まって、通信事業者が直面している競合圧力に根ざしています。アプリケーションは、ターゲット広告、パーソナライズされた顧客ケア、ネットワークの最適化から、運用の効率化や不正行為の検出まで多岐にわたる。エンドユースの範囲には、マーケティングや広告、金融サービス、ヘルスケアなどの業界が含まれ、いずれも通信データが提供できる詳細な消費者インサイトを切望しています。

この市場に影響を与える主な成長要因には、パーソナライズされたリアルタイムサービスに対する需要の高まりとともに、IoTや5G技術を通じて生成されるデータ量の増加が含まれます。さらに、GDPRなどのデータ共有やプライバシーに関する規制の枠組みは、通信事業者がデータ主導のビジネスモデルへの準拠を進める上で課題と機会の両方をもたらします。注目すべき機会は、高度なアナリティクスやAIに注力するテック企業や新興企業との協業パートナーシップにあり、データ収益化戦略を深化させることができます。通信事業者は、消費者の信頼を獲得し、規制リスクを軽減するために、堅牢なデータガバナンスフレームワークとプライバシー保護技術に投資することが推奨されます。

しかし、データプライバシーに関する懸念、データの倫理的利用、複雑で進化する規制状況、技術インフラに必要な高額投資などの課題が、市場の成長を制約する可能性があります。さらに、データの取り扱いに関する消費者とサービス・プロバイダーの間の懐疑的な見方は、抵抗につながる可能性があります。AIを活用した予測分析、安全なデータ交換のためのブロックチェーン、匿名化技術の強化など、技術革新の余地があります。通信事業者向けデータ収益化市場の性質は、技術の進歩や消費者の要求の進化に後押しされるダイナミックなものであり、持続可能な成長のためには継続的な適応とイノベーションが必要です。

市場力学：急速に進化する通信事業者向けデータ収益化市場の主要市場インサイトを公開

通信事業者向けデータ収益化市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • ビッグデータと分析ソリューションの技術革新と進歩
  • テレコデータの収益化に対する意識の高まり
  • スマートフォンの普及とインターネット接続の増加による大量のデータ生成
• 市場抑制要因
  • 規制政策の変化と変動
• 市場機会
  • テレコスのデータ収益化におけるAIの採用増加
  • データ主導の意思決定ソリューションに対する潜在的ニーズ
• 市場の課題
  • セキュリティとプライバシーに関する懸念

ポーターの5つの力：通信事業者向けデータ収益化市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、通信事業者向けデータ収益化市場の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することで、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：通信事業者向けデータ収益化市場における外部からの影響の把握

外部マクロ環境要因は、通信事業者向けデータ収益化市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析通信事業者向けデータ収益化市場における競合情勢の把握

通信事業者向けデータ収益化市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス通信事業者向けデータ収益化市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、通信事業者向けデータ収益化市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨通信事業者向けデータ収益化市場における成功への道筋を描く

通信事業者向けデータ収益化市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • ビッグデータと分析ソリューションにおける技術革新と進歩
    • 通信データ収益化の応用に対する意識の高まり
    • スマートフォンとインターネット接続の普及により、大量のデータが生成されます
  • 抑制要因
    • 規制政策の変化と変化
  • 機会
    • 通信事業者のデータ収益化にAIの導入が増加
    • データに基づく意思決定ソリューションの潜在的ニーズ
  • 課題
    • セキュリティとプライバシーに関する懸念
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 通信事業者向けデータ収益化市場：コンポーネント別

• サービス
• ソフトウェア

第7章 通信事業者向けデータ収益化市場：機能別

• デジタル広告
• エンターテイメントとイベント
• 金融サービス
• ロケーションインテリジェンス
• トラフィックの管理
• ビルボード広告の最適化
• 公共交通機関
• 立地と人員配置施設

第8章 通信事業者向けデータ収益化市場：エンドユーザー別

• BFSI
• 政府
• 小売・消費財
• 交通機関

第9章 南北アメリカの通信事業者向けデータ収益化市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域の通信事業者向けデータ収益化市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第11章 欧州・中東・アフリカの通信事業者向けデータ収益化市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第12章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Accenture PLC
• Atos SE
• Capgemini SE
• CartoDB, Inc.
• Cisco Systems, Inc.
• Comarch SA
• Comviva Technologies Limited
• Infosys Limited
• InMobi Technology Services Private Limited
• International Business Machines Corporation
• Optiva Inc.
• Oracle Corporation
• Reltio Inc.
• SAS Institute Inc.
• Wipro Limited

LIST OF FIGURES

• FIGURE 1. DATA MONETIZATION FOR TELCOS MARKET RESEARCH PROCESS
• FIGURE 2. DATA MONETIZATION FOR TELCOS MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. AMERICAS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 13. AMERICAS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. UNITED STATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 15. UNITED STATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. ASIA-PACIFIC DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. ASIA-PACIFIC DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. EUROPE, MIDDLE EAST & AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. DATA MONETIZATION FOR TELCOS MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 21. DATA MONETIZATION FOR TELCOS MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. DATA MONETIZATION FOR TELCOS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. DATA MONETIZATION FOR TELCOS MARKET DYNAMICS
• TABLE 7. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY DIGITAL ADVERTISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY ENTERTAINMENT & EVENTS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FINANCIAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY LOCATION INTELLIGENCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY MANAGING TRAFFIC, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY OPTIMIZING BILLBOARD ADVERTISING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY PUBLIC TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY SITING & STAFFING FACILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY RETAIL & CONSUMER GOODS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. AMERICAS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 25. AMERICAS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 26. AMERICAS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 27. AMERICAS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 28. ARGENTINA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 29. ARGENTINA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 30. ARGENTINA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 31. BRAZIL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 32. BRAZIL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 33. BRAZIL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 34. CANADA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 35. CANADA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 36. CANADA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 37. MEXICO DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 38. MEXICO DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 39. MEXICO DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 40. UNITED STATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 41. UNITED STATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 42. UNITED STATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 43. UNITED STATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 44. ASIA-PACIFIC DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 45. ASIA-PACIFIC DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 46. ASIA-PACIFIC DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 47. ASIA-PACIFIC DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 48. AUSTRALIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 49. AUSTRALIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 50. AUSTRALIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 51. CHINA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 52. CHINA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 53. CHINA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 54. INDIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 55. INDIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 56. INDIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 57. INDONESIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 58. INDONESIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 59. INDONESIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 60. JAPAN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 61. JAPAN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 62. JAPAN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 63. MALAYSIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 64. MALAYSIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 65. MALAYSIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 66. PHILIPPINES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 67. PHILIPPINES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 68. PHILIPPINES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 69. SINGAPORE DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 70. SINGAPORE DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 71. SINGAPORE DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 72. SOUTH KOREA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 73. SOUTH KOREA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 74. SOUTH KOREA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 75. TAIWAN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 76. TAIWAN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 77. TAIWAN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 78. THAILAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 79. THAILAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 80. THAILAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 81. VIETNAM DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 82. VIETNAM DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 83. VIETNAM DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 84. EUROPE, MIDDLE EAST & AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 85. EUROPE, MIDDLE EAST & AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 86. EUROPE, MIDDLE EAST & AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 87. EUROPE, MIDDLE EAST & AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 88. DENMARK DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 89. DENMARK DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 90. DENMARK DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 91. EGYPT DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 92. EGYPT DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 93. EGYPT DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 94. FINLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 95. FINLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 96. FINLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 97. FRANCE DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 98. FRANCE DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 99. FRANCE DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 100. GERMANY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 101. GERMANY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 102. GERMANY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 103. ISRAEL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 104. ISRAEL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 105. ISRAEL DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 106. ITALY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 107. ITALY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 108. ITALY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 109. NETHERLANDS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 110. NETHERLANDS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 111. NETHERLANDS DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 112. NIGERIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 113. NIGERIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 114. NIGERIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 115. NORWAY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 116. NORWAY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 117. NORWAY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 118. POLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 119. POLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 120. POLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 121. QATAR DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 122. QATAR DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 123. QATAR DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 124. RUSSIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 125. RUSSIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 126. RUSSIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 127. SAUDI ARABIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 128. SAUDI ARABIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 129. SAUDI ARABIA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 130. SOUTH AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 131. SOUTH AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 132. SOUTH AFRICA DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 133. SPAIN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 134. SPAIN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 135. SPAIN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 136. SWEDEN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 137. SWEDEN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 138. SWEDEN DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 139. SWITZERLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. SWITZERLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 141. SWITZERLAND DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 142. TURKEY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 143. TURKEY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 144. TURKEY DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 145. UNITED ARAB EMIRATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. UNITED ARAB EMIRATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 147. UNITED ARAB EMIRATES DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 148. UNITED KINGDOM DATA MONETIZATION FOR TELCOS MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 149. UNITED KINGDOM DATA MONETIZATION FOR TELCOS MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 150. UNITED KINGDOM DATA MONETIZATION FOR TELCOS MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 151. DATA MONETIZATION FOR TELCOS MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 152. DATA MONETIZATION FOR TELCOS MARKET, FPNV POSITIONING MATRIX, 2023

The Data Monetization for Telcos Market was valued at USD 108.87 billion in 2023, expected to reach USD 119.43 billion in 2024, and is projected to grow at a CAGR of 10.18%, to USD 214.65 billion by 2030.

Data monetization in the telecommunications sector refers to the process by which telcos leverage their vast stores of customer data to generate additional revenue streams. This encompasses the use of analytical tools and platforms that transform raw data into valuable insights, which can be sold or shared with third parties or employed internally to enhance business operations and improve customer experience. The necessity of data monetization is anchored in the competitive pressures facing telcos, coupled with stagnant growth in traditional revenue streams such as voice and SMS services. Applications range from targeted advertising, personalized customer care, and network optimization, to operational efficiencies and fraud detection. End-use scopes include industries like marketing and advertising, financial services, and healthcare, all craving detailed consumer insights that telecom data can provide.

Key growth factors influencing this market include the increasing volume of data generated through IoT and 5G technologies, alongside heightened demand for personalized and real-time services. Additionally, regulatory frameworks around data sharing and privacy, such as GDPR, present both a challenge and an opportunity as telcos navigate compliance with data-driven business models. Notable opportunities lie in collaborative partnerships with tech companies and startups focused on advanced analytics and AI, which can deepen data monetization strategies. Telcos are recommended to invest in robust data governance frameworks and privacy-preserving technologies to gain consumer trust and mitigate regulatory risks.

However, challenges such as data privacy concerns, ethical usage of data, complex and evolving regulatory landscapes, and the high investment required for technology infrastructures can constrain market growth. Moreover, skepticism between consumers and service providers about data handling can lead to resistance. Innovation areas ripe for exploration include AI-driven predictive analytics, blockchain for secure data exchange, and enhancement of anonymization techniques. The nature of the data monetization market for telcos is dynamic, driven by technological advancements and evolving consumer demands, necessitating continuous adaptation and innovation for sustainable growth.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Data Monetization for Telcos Market

The Data Monetization for Telcos Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Technological innovations and advancements in big data and analytical solutions
  • Rising awareness toward the application of teleco data monetization
  • Increasing penetration of smartphones and internet connectivity generates large amount of data
• Market Restraints
  • Changing and varying regulatory policies
• Market Opportunities
  • Rising adoption of AI for use in data monetization for telecos
  • Potential need for data-driven decision making solutions
• Market Challenges
  • Concerns related to security and privacy

Porter's Five Forces: A Strategic Tool for Navigating the Data Monetization for Telcos Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Data Monetization for Telcos Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Data Monetization for Telcos Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Data Monetization for Telcos Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Data Monetization for Telcos Market

A detailed market share analysis in the Data Monetization for Telcos Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Data Monetization for Telcos Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Data Monetization for Telcos Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Data Monetization for Telcos Market

A strategic analysis of the Data Monetization for Telcos Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Data Monetization for Telcos Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, Atos SE, Capgemini SE, CartoDB, Inc., Cisco Systems, Inc., Comarch SA, Comviva Technologies Limited, Infosys Limited, InMobi Technology Services Private Limited, International Business Machines Corporation, Optiva Inc., Oracle Corporation, Reltio Inc., SAS Institute Inc., and Wipro Limited.

Market Segmentation & Coverage

This research report categorizes the Data Monetization for Telcos Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Component, market is studied across Services and Software.
• Based on Function, market is studied across Digital Advertising, Entertainment & Events, Financial Services, Location Intelligence, Managing Traffic, Optimizing Billboard Advertising, Public Transportation, and Siting & Staffing Facilities.
• Based on End-User, market is studied across BFSI, Government, Retail & Consumer Goods, and Transportation.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Technological innovations and advancements in big data and analytical solutions
    • 5.1.1.2. Rising awareness toward the application of teleco data monetization
    • 5.1.1.3. Increasing penetration of smartphones and internet connectivity generates large amount of data
  • 5.1.2. Restraints
    • 5.1.2.1. Changing and varying regulatory policies
  • 5.1.3. Opportunities
    • 5.1.3.1. Rising adoption of AI for use in data monetization for telecos
    • 5.1.3.2. Potential need for data-driven decision making solutions
  • 5.1.4. Challenges
    • 5.1.4.1. Concerns related to security and privacy
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Data Monetization for Telcos Market, by Component

• 6.1. Introduction
• 6.2. Services
• 6.3. Software

7. Data Monetization for Telcos Market, by Function

• 7.1. Introduction
• 7.2. Digital Advertising
• 7.3. Entertainment & Events
• 7.4. Financial Services
• 7.5. Location Intelligence
• 7.6. Managing Traffic
• 7.7. Optimizing Billboard Advertising
• 7.8. Public Transportation
• 7.9. Siting & Staffing Facilities

8. Data Monetization for Telcos Market, by End-User

• 8.1. Introduction
• 8.2. BFSI
• 8.3. Government
• 8.4. Retail & Consumer Goods
• 8.5. Transportation

9. Americas Data Monetization for Telcos Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Data Monetization for Telcos Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Data Monetization for Telcos Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
• 12.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Accenture PLC
• 2. Atos SE
• 3. Capgemini SE
• 4. CartoDB, Inc.
• 5. Cisco Systems, Inc.
• 6. Comarch SA
• 7. Comviva Technologies Limited
• 8. Infosys Limited
• 9. InMobi Technology Services Private Limited
• 10. International Business Machines Corporation
• 11. Optiva Inc.
• 12. Oracle Corporation
• 13. Reltio Inc.
• 14. SAS Institute Inc.
• 15. Wipro Limited