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市場調査レポート
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1413064

マルチモーダルAl市場：オファリング別、データモダリティ別、技術別、タイプ別、組織規模別、業界別-2024-2030年世界予測

Multimodal Al Market by Offering (Services, Solutions), Data Modality (Audio, Numerical Data, Speech), Technology, Type, Organization Size, Vertical - Global Forecast 2024-2030
出版日: | 発行: 360iResearch | ページ情報: 英文 181 Pages | 納期: 即日から翌営業日

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価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=156.76円
マルチモーダルAl市場：オファリング別、データモダリティ別、技術別、タイプ別、組織規模別、業界別-2024-2030年世界予測
出版日: 2024年01月16日
発行: 360iResearch
ページ情報: 英文 181 Pages
納期: 即日から翌営業日
ご注意事項 :
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
  • 全表示
  • 概要
  • 図表
  • 目次
概要

マルチモーダルAl市場規模は2023年に16億3,000万米ドルと推計され、2024年には18億8,000万米ドルに達し、CAGR 16.10%で2030年には46億4,000万米ドルに達すると予測されます。

世界のマルチモーダルAl市場

主な市場の統計
基準年[2023］ 16億3,000万米ドル
予測年[2024］ 18億8,000万米ドル
予測年 [2030] 46億4,000万米ドル
CAGR（%） 16.1%
マルチモーダルAl Market-IMG1

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスはマルチモーダルAl市場を評価する上で極めて重要です。事業戦略や製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件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。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、マルチモーダルAl市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1-市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2-市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3-市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4-競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力などを網羅的に評価します。

5-製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1-マルチモーダルAl市場の市場規模および予測は？

2-マルチモーダルAl市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3-マルチモーダルAl市場における技術動向と規制の枠組みは？

4-マルチモーダルAl市場における主要ベンダーの市場シェアは？

5-マルチモーダルAl市場への参入に適した形態や戦略的手段は？

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
      • 生成されるデータの複雑さと、さまざまな業界にわたるセキュリティの必要性の増大
      • 事業運営を最適化するために顧客データと販売データを理解する需要の高まり
    • 抑制要因
      • マルチモーダルAIモデルの開発に関連する技術的問題
    • 機会
      • マルチモーダルAIのパフォーマンスを向上させる技術の進歩
      • 患者データと臨床記録を分析するためのヘルスケアアプリケーションへのマルチモーダルAIの導入
    • 課題
      • データプライバシーとデータセキュリティ侵害に関連する懸念
  • 市場セグメンテーション分析
  • 市場動向分析
  • 高インフレの累積的影響
  • ポーターのファイブフォース分析
  • バリューチェーンとクリティカルパス分析
  • 規制の枠組み

第6章 マルチモーダルAl市場：提供別

  • サービス
  • ソリューション

第7章 マルチモーダルAl市場データモダリティ別

  • オーディオ
  • 数値データ
  • スピーチ
  • 文章

第8章 マルチモーダルAl市場：技術別

  • コンピュータビジョン
  • 機械学習
  • 自然言語処理

第9章 マルチモーダルAl市場：タイプ別

  • 概要
  • 原動力
  • 相互の作用
  • 翻訳的

第10章 マルチモーダルAl市場：組織規模別

  • 大企業
  • 中小企業

第11章 マルチモーダルAl市場：業界別

  • 自動車
  • 家電
  • ヘルスケア
  • 小売と電子商取引
  • セキュリティと監視

第12章 南北アメリカのマルチモーダルAl市場

  • アルゼンチン
  • ブラジル
  • カナダ
  • メキシコ
  • 米国

第13章 アジア太平洋地域のマルチモーダルAl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14章 欧州・中東・アフリカのマルチモーダルAl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15章 競合情勢

  • FPNVポジショニングマトリクス
  • 市場シェア分析：主要企業別
  • 競合シナリオ主要企業別の分析
    • 契約、コラボレーション、パートナーシップ
    • 新製品発売と機能強化
    • 投資、資金調達

第16章 競争力のあるポートフォリオ

  • 主要な企業プロファイル
    • Aimesoft
    • Amazon Web Services, Inc.
    • Broadcom Inc.
    • C3.ai, Inc.
    • Cisco Systems, Inc.
    • Emotech AI
    • Google LLC by Alphabet Inc.
    • Habana Labs Ltd.
    • Headroom, Inc.
    • Intel Corporation
    • International Business Machines Corporation
    • Jina AI GmbH
    • Meta Platforms, Inc.
    • Microsoft Corporation
    • Mobius Labs GmbH
    • NEC Corporation
    • Newsbridge SAS
    • NTT DATA Corporation
    • NVIDIA Corporation
    • OpenAI OpCo, LLC
    • Openstream Inc.
    • Oracle Corporation
    • Owkin, Inc.
    • Reka AI, Inc.
    • Runway AI, Inc.
    • Salesforce, Inc.
    • SAP SE
    • SAS Institute Inc.
    • Twelve Labs Inc.
    • Uniphore Technologies Inc.
  • 主要な製品ポートフォリオ

第17章 付録

  • ディスカッションガイド
  • ライセンスと価格について
図表

LIST OF FIGURES

  • FIGURE 1. MULTIMODAL AL MARKET RESEARCH PROCESS
  • FIGURE 2. MULTIMODAL AL MARKET SIZE, 2023 VS 2030
  • FIGURE 3. MULTIMODAL AL MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. MULTIMODAL AL MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. MULTIMODAL AL MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. MULTIMODAL AL MARKET DYNAMICS
  • FIGURE 7. MULTIMODAL AL MARKET SIZE, BY OFFERING, 2023 VS 2030 (%)
  • FIGURE 8. MULTIMODAL AL MARKET SIZE, BY OFFERING, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2023 VS 2030 (%)
  • FIGURE 10. MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
  • FIGURE 12. MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. MULTIMODAL AL MARKET SIZE, BY TYPE, 2023 VS 2030 (%)
  • FIGURE 14. MULTIMODAL AL MARKET SIZE, BY TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2030 (%)
  • FIGURE 16. MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2023 VS 2030 (%)
  • FIGURE 18. MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 22. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 24. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 25. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 26. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 27. MULTIMODAL AL MARKET, FPNV POSITIONING MATRIX, 2023
  • FIGURE 28. MULTIMODAL AL MARKET SHARE, BY KEY PLAYER, 2023

LIST OF TABLES

  • TABLE 1. MULTIMODAL AL MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. MULTIMODAL AL MARKET SIZE, 2018-2030 (USD MILLION)
  • TABLE 4. GLOBAL MULTIMODAL AL MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 5. MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 6. MULTIMODAL AL MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 7. MULTIMODAL AL MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 8. MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 9. MULTIMODAL AL MARKET SIZE, BY AUDIO, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 10. MULTIMODAL AL MARKET SIZE, BY NUMERICAL DATA, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 11. MULTIMODAL AL MARKET SIZE, BY SPEECH, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 12. MULTIMODAL AL MARKET SIZE, BY TEXT, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 13. MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 14. MULTIMODAL AL MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 15. MULTIMODAL AL MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 16. MULTIMODAL AL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 17. MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 18. MULTIMODAL AL MARKET SIZE, BY EXPLANATORY, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 19. MULTIMODAL AL MARKET SIZE, BY GENERATIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 20. MULTIMODAL AL MARKET SIZE, BY INTERACTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 21. MULTIMODAL AL MARKET SIZE, BY TRANSLATIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 22. MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 23. MULTIMODAL AL MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 24. MULTIMODAL AL MARKET SIZE, BY SMALL & MEDIUM ENTERPRISES, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 25. MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 26. MULTIMODAL AL MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 27. MULTIMODAL AL MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 28. MULTIMODAL AL MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 29. MULTIMODAL AL MARKET SIZE, BY RETAIL & ECOMMERCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 30. MULTIMODAL AL MARKET SIZE, BY SECURITY & SURVEILLANCE, BY REGION, 2018-2030 (USD MILLION)
  • TABLE 31. AMERICAS MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 32. AMERICAS MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 33. AMERICAS MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 34. AMERICAS MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 35. AMERICAS MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 36. AMERICAS MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 37. AMERICAS MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 38. ARGENTINA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 39. ARGENTINA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 40. ARGENTINA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 41. ARGENTINA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 42. ARGENTINA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 43. ARGENTINA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 44. BRAZIL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 45. BRAZIL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 46. BRAZIL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 47. BRAZIL MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 48. BRAZIL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 49. BRAZIL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 50. CANADA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 51. CANADA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 52. CANADA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 53. CANADA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 54. CANADA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 55. CANADA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 56. MEXICO MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 57. MEXICO MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 58. MEXICO MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 59. MEXICO MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 60. MEXICO MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 61. MEXICO MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 62. UNITED STATES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 63. UNITED STATES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 64. UNITED STATES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 65. UNITED STATES MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 66. UNITED STATES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 67. UNITED STATES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 68. UNITED STATES MULTIMODAL AL MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
  • TABLE 69. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 70. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 71. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 72. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 73. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 74. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 75. ASIA-PACIFIC MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 76. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 77. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 78. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 79. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 80. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 81. AUSTRALIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 82. CHINA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 83. CHINA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 84. CHINA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 85. CHINA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 86. CHINA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 87. CHINA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 88. INDIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 89. INDIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 90. INDIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 91. INDIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 92. INDIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 93. INDIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 94. INDONESIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 95. INDONESIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 96. INDONESIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 97. INDONESIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 98. INDONESIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 99. INDONESIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 100. JAPAN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 101. JAPAN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 102. JAPAN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 103. JAPAN MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 104. JAPAN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 105. JAPAN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 106. MALAYSIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 107. MALAYSIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 108. MALAYSIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 109. MALAYSIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 110. MALAYSIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 111. MALAYSIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 112. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 113. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 114. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 115. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 116. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 117. PHILIPPINES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 118. SINGAPORE MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 119. SINGAPORE MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 120. SINGAPORE MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 121. SINGAPORE MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 122. SINGAPORE MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 123. SINGAPORE MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 124. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 125. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 126. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 127. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 128. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 129. SOUTH KOREA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 130. TAIWAN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 131. TAIWAN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 132. TAIWAN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 133. TAIWAN MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 134. TAIWAN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 135. TAIWAN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 136. THAILAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 137. THAILAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 138. THAILAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 139. THAILAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 140. THAILAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 141. THAILAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 142. VIETNAM MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 143. VIETNAM MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 144. VIETNAM MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 145. VIETNAM MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 146. VIETNAM MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 147. VIETNAM MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 148. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 149. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 150. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 151. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 152. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 153. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 154. EUROPE, MIDDLE EAST & AFRICA MULTIMODAL AL MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
  • TABLE 155. DENMARK MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 156. DENMARK MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 157. DENMARK MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 158. DENMARK MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 159. DENMARK MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 160. DENMARK MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 161. EGYPT MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 162. EGYPT MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 163. EGYPT MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 164. EGYPT MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 165. EGYPT MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 166. EGYPT MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 167. FINLAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 168. FINLAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 169. FINLAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 170. FINLAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 171. FINLAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 172. FINLAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 173. FRANCE MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 174. FRANCE MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 175. FRANCE MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 176. FRANCE MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 177. FRANCE MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 178. FRANCE MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 179. GERMANY MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 180. GERMANY MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 181. GERMANY MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 182. GERMANY MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 183. GERMANY MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 184. GERMANY MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 185. ISRAEL MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 186. ISRAEL MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 187. ISRAEL MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 188. ISRAEL MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 189. ISRAEL MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 190. ISRAEL MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 191. ITALY MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 192. ITALY MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 193. ITALY MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 194. ITALY MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 195. ITALY MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 196. ITALY MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 197. NETHERLANDS MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 198. NETHERLANDS MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 199. NETHERLANDS MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 200. NETHERLANDS MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 201. NETHERLANDS MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 202. NETHERLANDS MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 203. NIGERIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 204. NIGERIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 205. NIGERIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 206. NIGERIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 207. NIGERIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 208. NIGERIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 209. NORWAY MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 210. NORWAY MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 211. NORWAY MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 212. NORWAY MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 213. NORWAY MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 214. NORWAY MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 215. POLAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 216. POLAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 217. POLAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 218. POLAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 219. POLAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 220. POLAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 221. QATAR MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 222. QATAR MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 223. QATAR MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 224. QATAR MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 225. QATAR MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 226. QATAR MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 227. RUSSIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 228. RUSSIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 229. RUSSIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 230. RUSSIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 231. RUSSIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 232. RUSSIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 233. SAUDI ARABIA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 234. SAUDI ARABIA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 235. SAUDI ARABIA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 236. SAUDI ARABIA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 237. SAUDI ARABIA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 238. SAUDI ARABIA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 239. SOUTH AFRICA MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 240. SOUTH AFRICA MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 241. SOUTH AFRICA MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 242. SOUTH AFRICA MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 243. SOUTH AFRICA MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 244. SOUTH AFRICA MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 245. SPAIN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 246. SPAIN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 247. SPAIN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 248. SPAIN MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 249. SPAIN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 250. SPAIN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 251. SWEDEN MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 252. SWEDEN MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 253. SWEDEN MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 254. SWEDEN MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 255. SWEDEN MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 256. SWEDEN MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 257. SWITZERLAND MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 258. SWITZERLAND MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 259. SWITZERLAND MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 260. SWITZERLAND MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 261. SWITZERLAND MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 262. SWITZERLAND MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 263. TURKEY MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 264. TURKEY MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 265. TURKEY MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 266. TURKEY MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 267. TURKEY MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 268. TURKEY MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 269. UNITED ARAB EMIRATES MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 270. UNITED ARAB EMIRATES MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 271. UNITED ARAB EMIRATES MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 272. UNITED ARAB EMIRATES MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 273. UNITED ARAB EMIRATES MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 274. UNITED ARAB EMIRATES MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 275. UNITED KINGDOM MULTIMODAL AL MARKET SIZE, BY OFFERING, 2018-2030 (USD MILLION)
  • TABLE 276. UNITED KINGDOM MULTIMODAL AL MARKET SIZE, BY DATA MODALITY, 2018-2030 (USD MILLION)
  • TABLE 277. UNITED KINGDOM MULTIMODAL AL MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
  • TABLE 278. UNITED KINGDOM MULTIMODAL AL MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
  • TABLE 279. UNITED KINGDOM MULTIMODAL AL MARKET SIZE, BY ORGANIZATION SIZE, 2018-2030 (USD MILLION)
  • TABLE 280. UNITED KINGDOM MULTIMODAL AL MARKET SIZE, BY VERTICAL, 2018-2030 (USD MILLION)
  • TABLE 281. MULTIMODAL AL MARKET, FPNV POSITIONING MATRIX, 2023
  • TABLE 282. MULTIMODAL AL MARKET SHARE, BY KEY PLAYER, 2023
  • TABLE 283. MULTIMODAL AL MARKET LICENSE & PRICING
目次
Product Code: MRR-894699F5E30A

[181 Pages Report] The Multimodal Al Market size was estimated at USD 1.63 billion in 2023 and expected to reach USD 1.88 billion in 2024, at a CAGR 16.10% to reach USD 4.64 billion by 2030.

Global Multimodal Al Market

KEY MARKET STATISTICS
Base Year [2023] USD 1.63 billion
Estimated Year [2024] USD 1.88 billion
Forecast Year [2030] USD 4.64 billion
CAGR (%) 16.1%
Multimodal Al Market - IMG1

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Multimodal Al Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Multimodal Al Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Multimodal Al Market, highlighting leading vendors and their innovative profiles. These include Aimesoft, Amazon Web Services, Inc., Broadcom Inc., C3.ai, Inc., Cisco Systems, Inc., Emotech AI, Google LLC by Alphabet Inc., Habana Labs Ltd., Headroom, Inc., Intel Corporation, International Business Machines Corporation, Jina AI GmbH, Meta Platforms, Inc., Microsoft Corporation, Mobius Labs GmbH, NEC Corporation, Newsbridge SAS, NTT DATA Corporation, NVIDIA Corporation, OpenAI OpCo, LLC, Openstream Inc., Oracle Corporation, Owkin, Inc., Reka AI, Inc., Runway AI, Inc., Salesforce, Inc., SAP SE, SAS Institute Inc., Twelve Labs Inc., and Uniphore Technologies Inc..

Market Segmentation & Coverage

This research report categorizes the Multimodal Al Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Offering
    • Services
    • Solutions
  • Data Modality
    • Audio
    • Numerical Data
    • Speech
    • Text
  • Technology
    • Computer Vision
    • Machine Learning
    • Natural Language Processing
  • Type
    • Explanatory
    • Generative
    • Interactive
    • Translative
  • Organization Size
    • Large Enterprises
    • Small & Medium Enterprises
  • Vertical
    • Automotive
    • Consumer Electronics
    • Healthcare
    • Retail & eCommerce
    • Security & Surveillance
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • New York
        • Ohio
        • Pennsylvania
        • Texas
    • Asia-Pacific
      • Australia
      • China
      • India
      • Indonesia
      • Japan
      • Malaysia
      • Philippines
      • Singapore
      • South Korea
      • Taiwan
      • Thailand
      • Vietnam
    • Europe, Middle East & Africa
      • Denmark
      • Egypt
      • Finland
      • France
      • Germany
      • Israel
      • Italy
      • Netherlands
      • Nigeria
      • Norway
      • Poland
      • Qatar
      • Russia
      • Saudi Arabia
      • South Africa
      • Spain
      • Sweden
      • Switzerland
      • Turkey
      • United Arab Emirates
      • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Multimodal Al Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Multimodal Al Market?

3. What are the technology trends and regulatory frameworks in the Multimodal Al Market?

4. What is the market share of the leading vendors in the Multimodal Al Market?

5. Which modes and strategic moves are suitable for entering the Multimodal Al Market?

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. Limitations
  • 1.7. Assumptions
  • 1.8. 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

  • 4.1. Introduction
  • 4.2. Multimodal Al Market, by Region

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Rising complexity of data generated and the need for security across various industries
      • 5.1.1.2. Growing demand for understanding customer and sales data to optimize business operations
    • 5.1.2. Restraints
      • 5.1.2.1. Technical difficulties associated with the development of multimodal AI models
    • 5.1.3. Opportunities
      • 5.1.3.1. Technical advancements to improve the performance of multimodal AI
      • 5.1.3.2. Adoption of multimodal AI in healthcare applications to analyze patient data and clinical notes
    • 5.1.4. Challenges
      • 5.1.4.1. Concerns associated with data privacy and data security breach
  • 5.2. Market Segmentation Analysis
  • 5.3. Market Trend Analysis
  • 5.4. Cumulative Impact of High Inflation
  • 5.5. Porter's Five Forces Analysis
    • 5.5.1. Threat of New Entrants
    • 5.5.2. Threat of Substitutes
    • 5.5.3. Bargaining Power of Customers
    • 5.5.4. Bargaining Power of Suppliers
    • 5.5.5. Industry Rivalry
  • 5.6. Value Chain & Critical Path Analysis
  • 5.7. Regulatory Framework

6. Multimodal Al Market, by Offering

  • 6.1. Introduction
  • 6.2. Services
  • 6.3. Solutions

7. Multimodal Al Market, by Data Modality

  • 7.1. Introduction
  • 7.2. Audio
  • 7.3. Numerical Data
  • 7.4. Speech
  • 7.5. Text

8. Multimodal Al Market, by Technology

  • 8.1. Introduction
  • 8.2. Computer Vision
  • 8.3. Machine Learning
  • 8.4. Natural Language Processing

9. Multimodal Al Market, by Type

  • 9.1. Introduction
  • 9.2. Explanatory
  • 9.3. Generative
  • 9.4. Interactive
  • 9.5. Translative

10. Multimodal Al Market, by Organization Size

  • 10.1. Introduction
  • 10.2. Large Enterprises
  • 10.3. Small & Medium Enterprises

11. Multimodal Al Market, by Vertical

  • 11.1. Introduction
  • 11.2. Automotive
  • 11.3. Consumer Electronics
  • 11.4. Healthcare
  • 11.5. Retail & eCommerce
  • 11.6. Security & Surveillance

12. Americas Multimodal Al Market

  • 12.1. Introduction
  • 12.2. Argentina
  • 12.3. Brazil
  • 12.4. Canada
  • 12.5. Mexico
  • 12.6. United States

13. Asia-Pacific Multimodal Al Market

  • 13.1. Introduction
  • 13.2. Australia
  • 13.3. China
  • 13.4. India
  • 13.5. Indonesia
  • 13.6. Japan
  • 13.7. Malaysia
  • 13.8. Philippines
  • 13.9. Singapore
  • 13.10. South Korea
  • 13.11. Taiwan
  • 13.12. Thailand
  • 13.13. Vietnam

14. Europe, Middle East & Africa Multimodal Al Market

  • 14.1. Introduction
  • 14.2. Denmark
  • 14.3. Egypt
  • 14.4. Finland
  • 14.5. France
  • 14.6. Germany
  • 14.7. Israel
  • 14.8. Italy
  • 14.9. Netherlands
  • 14.10. Nigeria
  • 14.11. Norway
  • 14.12. Poland
  • 14.13. Qatar
  • 14.14. Russia
  • 14.15. Saudi Arabia
  • 14.16. South Africa
  • 14.17. Spain
  • 14.18. Sweden
  • 14.19. Switzerland
  • 14.20. Turkey
  • 14.21. United Arab Emirates
  • 14.22. United Kingdom

15. Competitive Landscape

  • 15.1. FPNV Positioning Matrix
  • 15.2. Market Share Analysis, By Key Player
  • 15.3. Competitive Scenario Analysis, By Key Player
    • 15.3.1. Agreement, Collaboration, & Partnership
      • 15.3.1.1. Tempus Announces Research Collaboration with Bristol Myers Squibb to Apply Multimodal AI Approaches
    • 15.3.2. New Product Launch & Enhancement
      • 15.3.2.1. Introducing SeamlessM4T, a Multimodal AI Model for Speech and Text Translations
    • 15.3.3. Investment & Funding
      • 15.3.3.1. Runway Announces USD 141 Million in Funding to Expand Multi-Modal AI Research and Product Deployment

16. Competitive Portfolio

  • 16.1. Key Company Profiles
    • 16.1.1. Aimesoft
    • 16.1.2. Amazon Web Services, Inc.
    • 16.1.3. Broadcom Inc.
    • 16.1.4. C3.ai, Inc.
    • 16.1.5. Cisco Systems, Inc.
    • 16.1.6. Emotech AI
    • 16.1.7. Google LLC by Alphabet Inc.
    • 16.1.8. Habana Labs Ltd.
    • 16.1.9. Headroom, Inc.
    • 16.1.10. Intel Corporation
    • 16.1.11. International Business Machines Corporation
    • 16.1.12. Jina AI GmbH
    • 16.1.13. Meta Platforms, Inc.
    • 16.1.14. Microsoft Corporation
    • 16.1.15. Mobius Labs GmbH
    • 16.1.16. NEC Corporation
    • 16.1.17. Newsbridge SAS
    • 16.1.18. NTT DATA Corporation
    • 16.1.19. NVIDIA Corporation
    • 16.1.20. OpenAI OpCo, LLC
    • 16.1.21. Openstream Inc.
    • 16.1.22. Oracle Corporation
    • 16.1.23. Owkin, Inc.
    • 16.1.24. Reka AI, Inc.
    • 16.1.25. Runway AI, Inc.
    • 16.1.26. Salesforce, Inc.
    • 16.1.27. SAP SE
    • 16.1.28. SAS Institute Inc.
    • 16.1.29. Twelve Labs Inc.
    • 16.1.30. Uniphore Technologies Inc.
  • 16.2. Key Product Portfolio

17. Appendix

  • 17.1. Discussion Guide
  • 17.2. License & Pricing