拡張アナリティクス市場：コンポーネント、テクノロジー、展開モード、エンドユーザー、用途、最終用途別- 世界予測2025-2030年

拡張アナリティクス市場は、2024年には190億3,000万米ドルとなり、2025年には242億7,000万米ドル、CAGR29.29%で成長し、2030年には889億3,000万米ドルに達すると予測されています。

拡張アナリティクスの変革の可能性を解き放ち、多様な組織機能におけるデータ主導の意思決定を強化する

今日のデータ主導の世界では、組織には構造化された、あるいは構造化されていない膨大な量の情報が氾濫しています。拡張アナリティクスは、機械学習、自然言語処理、高度な統計アルゴリズムを融合し、データの準備、洞察の生成、説明を自動化するパラダイムシフトです。この革新的なアプローチにより、手作業によるボトルネックが解消され、企業は専門のデータチームだけに頼ることなく、重要なパターンを発見できるようになります。

人工知能と機械学習がアナリティクスの展望を再定義し、企業内のインサイトを民主化する中で、進化するダイナミクスをナビゲートします

データ量の飛躍的な増大とデータソースの複雑化に伴い、アナリティクスの領域は急速な進化を遂げています。かつては手作業によるクエリと静的なダッシュボードに依存していた従来のビジネス・インテリジェンス・ツールは、リアルタイムでスケーラブルな洞察を提供する上で限界に達しています。これに対応するため、企業は意思決定サイクルを加速し、競争上の関連性を維持するために、拡張アナリティクスを導入しています。

2025年の米国の関税調整がテクノロジーサプライチェーンとグローバルな拡張アナリティクス導入に及ぼす広範囲な影響を評価

2025年初頭、米国で新たに制定された輸入テクノロジーコンポーネントとエンタープライズソフトウェアサービスに対する関税は、グローバルなサプライネットワークとアウトソーシングされたアナリティクスソリューションに依存している企業に新たな複雑性をもたらしました。ハードウェアの価格は上昇し、ITリーダーはサーバー、ネットワーク機器、オンプレミスのインフラ導入に対する設備投資計画を見直す必要に迫られています。こうしたコスト増は、より広範なアナリティクス・イニシアチブにも波及し、クラウドへの移行とローカル・ホスティングのバランスを慎重に見極める必要があります。

各コンポーネントテクノロジー、ユーザープロファイル、アプリケーション、業界における戦略的導入を促進する、重要なセグメンテーションを明らかにします

市場をコンポーネント別に分類すると、中核となるアナリティクスエンジンと組み込みAI機能を提供するプラットフォームと、継続的なシステム管理を提供するマネージドサービスと実装やカスタマイズのニーズに対応するプロフェッショナルサービスの両方を網羅するサービスに、2つの重点が置かれていることが明らかになりました。企業は、エンドツーエンドのプラットフォーム・エコシステムと、専門のサービス・プロバイダーが提供するカスタマイズされた専門知識のトレードオフを吟味しています。

世界の主要地域における拡張アナリティクス・ソリューションの需要を形成している地域別の動向と市場成熟の軌跡を明らかにします

南北アメリカ地域は、高いデジタル成熟度、堅牢な技術インフラ、迅速なイノベーションを重視する競合情勢を背景に、拡張アナリティクスの導入で引き続きリードしています。公共部門も民間部門も、顧客体験の向上、業務の合理化、進化するデータプライバシー規制の遵守のために、AI主導のデータプラットフォームに多額の投資を行っています。その結果、北米の企業はセルフサービス機能と会話型アナリティクスのベンチマークを設定し、同業他社はそれを模倣しようとしています。

2025年以降の拡張アナリティクスエコシステムを形成する主要テクノロジー企業の戦略的イニシアティブとイノベーションの軌跡を検証します

大手テクノロジー企業は、競争優位性を確保するために、戦略的パートナーシップを結び、ターゲットを絞った買収を実行し、AI対応アナリティクス・スイートを拡大しています。マイクロソフトは自動機械学習と自然言語クエリ機能を自社のクラウドプラットフォームに統合し、IBMはWatson AI機能をハイブリッドデータ環境に組み込み、複雑な企業ユースケースをサポートしています。SASは、その深い統計的遺産を活用し、高度なモデル解釈可能性ツールで自動分析パイプラインを強化し続けています。

拡張アナリティクスの進歩を活用し、データ主導型イノベーションに対する組織の障壁を克服するための、具体的で実行可能な戦略を提供します

拡張アナリティクスの可能性を十分に活用するには、まず組織のリーダーがデータリテラシーの文化を醸成し、技術的なバックグラウンドを持たない利害関係者向けにAI主導の洞察を解明するトレーニングプログラムに投資する必要があります。同様に重要なのは、アナリティクスのライフサイクル全体を通じてデータの品質、プライバシー、倫理的な使用を保護する強固なデータガバナンスのフレームワークを導入することです。

堅牢な拡張アナリティクス市場分析のための定性的洞察と定量的検証を組み合わせた厳密な混合法調査アプローチの詳細

この調査レポートは、定性的な洞察と定量的な検証を融合させた混合法のアプローチに基づいています。1次調査では、上級アナリティクス専門家、IT意思決定者、業界の専門家と詳細なインタビューを行いました。これらの対話により、採用の促進要因、テクノロジーの嗜好、戦略的必須事項に関する直接的な見解が得られました。

拡張アナリティクスの勢いと、データ活用における将来の組織の卓越性を推進するための戦略的必須事項に関する主要な調査結果をまとめる

拡張アナリティクスの採用が加速していることは、データ主導の意思決定の進化における決定的な瞬間です。AIを活用した自動化を実現する組織は、洞察までの時間を短縮し、業務の効率化を促進し、新たな収益源を解き放つことができます。機械学習と自然言語処理の機能がより身近になるにつれ、データの専門家とビジネス・ユーザーの間の溝はますます狭まると思われます。

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 市場力学

• 自然言語生成を活用した自動データストーリーテリングを導入し、意思決定を強化
• 市民データサイエンティスト向けの拡張アナリティクスプラットフォームにおけるノーコード機械学習ワークフローの実装
• ストリーミングデータとAIモデルを活用したリアルタイム異常検出機能の統合
• シームレスなユーザーエクスペリエンスを実現するエンタープライズアプリケーション内の埋め込み拡張アナリティクス機能の拡張
• 拡張アナリティクスを使用して、複雑なデータセットにおけるデータ品質プロファイリングと異常値の特定を自動化する

第6章 市場洞察

• ポーターのファイブフォース分析
• PESTEL分析

第7章 米国の関税の累積的な影響2025

第8章 拡張アナリティクス市場：コンポーネント別

• プラットフォーム
• サービス
  • マネージドサービス
  • プロフェッショナルサービス

第9章 拡張アナリティクス市場：技術別

• 人工知能（AI）
• ビジネスインテリジェンス（BI）統合ツール
• データ検出および可視化ツール

第10章 拡張アナリティクス市場：展開モード別

• クラウド
• オンプレミス

第11章 拡張アナリティクス市場：エンドユーザー別

• 大企業
• 中小企業

第12章 拡張アナリティクス市場：用途別

• 不正行為検出
• オペレーション管理
• 製品開発とイノベーション
• リスクとコンプライアンス管理
• セールス＆マーケティングの最適化
• サプライチェーン分析
• 人材分析

第13章 拡張アナリティクス市場：最終用途別

• 銀行、金融サービス、保険（BFSI）
• 教育
• エネルギー・公益事業
• 政府および公共部門
• ヘルスケアとライフサイエンス
• 製造業
• メディア＆エンターテインメント
• 石油・ガス
• 小売・消費財
• 電気通信および情報技術（IT）
• 運輸・物流

第14章 南北アメリカの拡張アナリティクス市場

• 米国
• カナダ
• メキシコ
• ブラジル
• アルゼンチン

第15章 欧州・中東・アフリカの拡張アナリティクス市場

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

第16章 アジア太平洋地域の拡張アナリティクス市場

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

第17章 競合情勢

• 市場シェア分析, 2024
• FPNVポジショニングマトリックス, 2024
• 競合分析
  • Actian Corporation
  • Aible, Inc.
  • Altair Engineering Inc.
  • Alteryx, Inc.
  • AtScale, Inc.
  • Databricks, Inc.
  • DataRobot, Inc.
  • Domo, Inc.
  • DotData, Inc.
  • GoodData Corporation
  • Infor Equity Holdings, LLC
  • International Business Machines Corporation
  • KNIME AG
  • Microsoft Corporation
  • MicroStrategy Incorporated
  • Oracle Corporation
  • QlikTech International AB
  • Salesforce, Inc.
  • SAP SE
  • SAS Institute Inc.
  • Sisense, Inc.
  • Tellius, Inc.
  • ThoughtSpot, Inc.
  • Yellowfin BI
  • Zoho Corporation

第18章 リサーチAI

第19章 リサーチ統計

第20章 リサーチコンタクト

第21章 リサーチ記事

第22章 付録

LIST OF FIGURES

• FIGURE 1. AUGMENTED ANALYTICS MARKET RESEARCH PROCESS
• FIGURE 2. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 3. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 4. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
• FIGURE 6. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
• FIGURE 8. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 9. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
• FIGURE 10. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 11. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2024 VS 2030 (%)
• FIGURE 12. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 13. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
• FIGURE 14. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 15. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2024 VS 2030 (%)
• FIGURE 16. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 17. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 18. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 19. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY STATE, 2024 VS 2030 (%)
• FIGURE 20. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 23. ASIA-PACIFIC AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 24. ASIA-PACIFIC AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 25. AUGMENTED ANALYTICS MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 26. AUGMENTED ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2024
• FIGURE 27. AUGMENTED ANALYTICS MARKET: RESEARCHAI
• FIGURE 28. AUGMENTED ANALYTICS MARKET: RESEARCHSTATISTICS
• FIGURE 29. AUGMENTED ANALYTICS MARKET: RESEARCHCONTACTS
• FIGURE 30. AUGMENTED ANALYTICS MARKET: RESEARCHARTICLES

LIST OF TABLES

• TABLE 1. AUGMENTED ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, 2018-2024 (USD MILLION)
• TABLE 4. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, 2025-2030 (USD MILLION)
• TABLE 5. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 6. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
• TABLE 7. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 8. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
• TABLE 9. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 10. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 11. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 12. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 13. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 14. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 15. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 16. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 17. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 18. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 19. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 20. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 21. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 22. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 23. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY ARTIFICIAL INTELLIGENCE (AI), BY REGION, 2018-2024 (USD MILLION)
• TABLE 24. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY ARTIFICIAL INTELLIGENCE (AI), BY REGION, 2025-2030 (USD MILLION)
• TABLE 25. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY BUSINESS INTELLIGENCE (BI) INTEGRATION TOOLS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 26. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY BUSINESS INTELLIGENCE (BI) INTEGRATION TOOLS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 27. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY DATA DISCOVERY & VISUALIZATION TOOLS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 28. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY DATA DISCOVERY & VISUALIZATION TOOLS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 29. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 30. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 31. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
• TABLE 32. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
• TABLE 33. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 34. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY ON PREMISES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 35. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 36. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 37. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY LARGE ENTERPRISE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 38. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY LARGE ENTERPRISE, BY REGION, 2025-2030 (USD MILLION)
• TABLE 39. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SMES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 40. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SMES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 41. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 42. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 43. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 44. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY FRAUD DETECTION, BY REGION, 2025-2030 (USD MILLION)
• TABLE 45. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY OPERATIONS MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 46. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY OPERATIONS MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
• TABLE 47. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY PRODUCT DEVELOPMENT & INNOVATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 48. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY PRODUCT DEVELOPMENT & INNOVATION, BY REGION, 2025-2030 (USD MILLION)
• TABLE 49. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY RISK & COMPLIANCE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 50. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY RISK & COMPLIANCE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
• TABLE 51. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SALES & MARKETING OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 52. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SALES & MARKETING OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
• TABLE 53. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SUPPLY CHAIN ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 54. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY SUPPLY CHAIN ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 55. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY WORKFORCE ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 56. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY WORKFORCE ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 57. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 58. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 59. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI), BY REGION, 2018-2024 (USD MILLION)
• TABLE 60. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY BANKING, FINANCIAL SERVICES, AND INSURANCE (BFSI), BY REGION, 2025-2030 (USD MILLION)
• TABLE 61. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY EDUCATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 62. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY EDUCATION, BY REGION, 2025-2030 (USD MILLION)
• TABLE 63. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 64. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 65. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2018-2024 (USD MILLION)
• TABLE 66. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2025-2030 (USD MILLION)
• TABLE 67. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 68. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY HEALTHCARE & LIFE SCIENCES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 69. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 70. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY MANUFACTURING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 71. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 72. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2025-2030 (USD MILLION)
• TABLE 73. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY OIL & GAS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 74. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY OIL & GAS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 75. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY RETAIL & CONSUMER GOODS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 76. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY RETAIL & CONSUMER GOODS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 77. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TELECOMMUNICATIONS & INFORMATION TECHNOLOGY (IT), BY REGION, 2018-2024 (USD MILLION)
• TABLE 78. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TELECOMMUNICATIONS & INFORMATION TECHNOLOGY (IT), BY REGION, 2025-2030 (USD MILLION)
• TABLE 79. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 80. GLOBAL AUGMENTED ANALYTICS MARKET SIZE, BY TRANSPORTATION & LOGISTICS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 81. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 82. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 83. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 84. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 85. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 86. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 87. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 88. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 89. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 90. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 91. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 92. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 93. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 94. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 95. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 96. AMERICAS AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
• TABLE 97. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 98. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 99. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 100. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 101. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 102. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 103. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 104. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 105. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 106. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 107. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 108. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 109. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 110. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 111. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
• TABLE 112. UNITED STATES AUGMENTED ANALYTICS MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
• TABLE 113. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 114. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 115. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 116. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 117. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 118. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 119. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 120. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 121. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 122. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 123. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 124. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 125. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 126. CANADA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 127. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 128. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 129. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 130. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 131. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 132. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 133. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 134. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 135. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 136. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 137. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 138. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 139. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 140. MEXICO AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 141. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 142. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 143. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 144. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 145. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 146. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 147. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 148. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 149. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 150. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 151. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 152. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 153. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 154. BRAZIL AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 155. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 156. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 157. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 158. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 159. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 160. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 161. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 162. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 163. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 164. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 165. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 166. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 167. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 168. ARGENTINA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 169. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 170. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 171. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 172. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 173. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 174. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 175. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 176. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 177. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 178. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 179. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 180. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 181. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 182. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 183. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 184. EUROPE, MIDDLE EAST & AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
• TABLE 185. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 186. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 187. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 188. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 189. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 190. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 191. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 192. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 193. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 194. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 195. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 196. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 197. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 198. UNITED KINGDOM AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 199. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 200. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 201. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 202. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 203. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 204. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 205. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 206. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 207. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 208. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 209. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 210. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 211. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 212. GERMANY AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 213. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 214. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 215. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 216. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 217. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 218. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 219. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 220. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 221. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 222. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 223. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 224. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 225. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 226. FRANCE AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 227. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 228. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 229. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 230. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 231. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 232. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 233. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 234. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 235. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 236. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 237. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 238. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 239. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 240. RUSSIA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 241. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 242. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 243. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 244. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 245. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 246. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 247. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 248. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 249. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 250. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 251. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 252. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 253. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 254. ITALY AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 255. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 256. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 257. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 258. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 259. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 260. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 261. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 262. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 263. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 264. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 265. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 266. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 267. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 268. SPAIN AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 269. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 270. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 271. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 272. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 273. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 274. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 275. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 276. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 277. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 278. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 279. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 280. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 281. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 282. UNITED ARAB EMIRATES AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 283. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 284. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 285. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 286. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 287. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 288. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 289. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 290. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 291. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 292. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 293. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 294. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 295. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 296. SAUDI ARABIA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 297. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 298. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 299. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 300. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 301. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 302. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 303. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 304. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 305. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 306. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 307. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 308. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 309. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 310. SOUTH AFRICA AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 311. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 312. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 313. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 314. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 315. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 316. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 317. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 318. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 319. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 320. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 321. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 322. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 323. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 324. DENMARK AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 325. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 326. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 327. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 328. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 329. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 330. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 331. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 332. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 333. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 334. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 335. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 336. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 337. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2018-2024 (USD MILLION)
• TABLE 338. NETHERLANDS AUGMENTED ANALYTICS MARKET SIZE, BY END-USE, 2025-2030 (USD MILLION)
• TABLE 339. QATAR AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 340. QATAR AUGMENTED ANALYTICS MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 341. QATAR AUGMENTED ANALYTICS MARKET SIZE, BY SERVICES, 2018-2024

The Augmented Analytics Market was valued at USD 19.03 billion in 2024 and is projected to grow to USD 24.27 billion in 2025, with a CAGR of 29.29%, reaching USD 88.93 billion by 2030.

Unleashing the transformative potential of augmented analytics to empower data-driven decision making across diverse organizational functions

In today's data-driven world, organizations are inundated with vast quantities of structured and unstructured information. Augmented analytics represents a paradigm shift, blending machine learning, natural language processing, and advanced statistical algorithms to automate data preparation, insight generation, and explanation. This innovative approach eliminates manual bottlenecks, enabling businesses to uncover critical patterns without relying solely on specialized data teams.

By embedding artificial intelligence capabilities within intuitive analytics platforms, augmented analytics democratizes access to analytical insights, empowering users across all functional areas. From finance and operations to marketing and human resources, decision-makers can now leverage sophisticated predictive modeling and conversational interfaces to inform strategic planning, optimize resource allocation, and respond swiftly to market fluctuations.

This executive summary will guide you through the transformative shifts shaping the augmented analytics landscape, assess the implications of recent United States tariff changes, delve into key segmentation and regional insights, highlight leading technology company strategies, and offer actionable recommendations for industry leaders. A rigorous research methodology underpins every conclusion, ensuring the findings reflect the latest trends and best practices in augmented analytics adoption.

Navigating evolving dynamics as artificial intelligence and machine learning redefine the analytics landscape and democratize insights within enterprises

The analytics terrain has undergone rapid evolution, driven by exponential growth in data volumes and increased complexity in data sources. Traditional business intelligence tools, once reliant on manual querying and static dashboards, have reached their limits in delivering real-time, scalable insights. In response, organizations are embracing augmented analytics to accelerate decision cycles and maintain competitive relevance.

At the core of this shift lies the integration of machine learning and natural language processing, which automates routine analytics tasks and surfaces meaningful correlations that may otherwise remain hidden. Consequently, users can interact with data through conversational queries, graphically explore relationships, and receive AI-generated explanations that translate complex statistical outputs into business-friendly narratives.

Furthermore, self-service analytics capabilities are expanding beyond the technical elite, fostering a culture of data literacy across every level of the organization. By reducing dependency on central data teams, enterprises can simultaneously enhance agility and capacity for innovation. As these transformative dynamics continue to mature, the democratization of insights will become a cornerstone of digital initiatives across sectors.

Assessing the far-reaching consequences of United States tariff adjustments in 2025 on technology supply chains and global augmented analytics deployments

In early 2025, newly enacted United States tariffs on imported technology components and enterprise software services have introduced fresh complexities for firms that rely on global supply networks and outsourced analytics solutions. Hardware pricing has increased, prompting IT leaders to reevaluate capital expenditure plans for servers, networking gear, and on-premises infrastructure deployments. These higher costs cascade into broader analytics initiatives, where the balance between cloud migration and local hosting must be carefully assessed.

Simultaneously, service providers facing increased operational expenses are adjusting their managed and professional service rates, which can impact long-term support and implementation budgets. As a result, organizations are exploring strategic partnerships with regional service vendors to mitigate cost pressures while preserving service quality.

In light of these tariff-driven headwinds, many enterprises are bolstering their use of cloud-based analytics platforms, taking advantage of elastic consumption models to reduce upfront investments. Others are diversifying data sourcing strategies and establishing multi-vendor ecosystems to protect against supply chain disruptions. These adaptations underscore the importance of flexible procurement policies and dynamic vendor management in sustaining analytics momentum amid evolving trade policies.

Unearthing critical segmentation revelations that drive strategic adoption across components technologies deployments user profiles applications and industries

Disaggregating the market by component reveals a dual focus on platforms, which deliver core analytics engines and embedded AI capabilities, and services, which encompass both managed services that provide ongoing system administration and professional services that address implementation and customization needs. Enterprises are weighing the trade-offs between end-to-end platform ecosystems and the tailored expertise offered by specialized service providers.

When viewed through a technology lens, artificial intelligence modules are accelerating as the fastest growing segment, integrating with established business intelligence integration tools to streamline data consolidation workflows. Meanwhile, data discovery and visualization solutions play a critical role in presenting automated insights through intuitive dashboards and interactive visual interfaces, ensuring that complex findings remain accessible to diverse user audiences.

Deployment mode preferences are bifurcated between cloud-first adopters, who value on-demand scalability and reduced infrastructure overhead, and organizations with stringent regulatory or security requirements that continue to rely on on-premises installations. This duality underscores the importance of hybrid architectures that can reconcile performance, compliance, and cost considerations in tandem.

Analyzing end-user segmentation, large enterprises maintain significant investments in enterprise-wide analytics programs, leveraging scale to integrate advanced AI-driven forecasting into global operations. In contrast, small and medium-sized enterprises prioritize cost-effective self-service tools that democratize access to insights without necessitating extensive IT support.

Application-based segmentation highlights a broad spectrum of use cases. Fraud detection applications harness anomaly detection algorithms to protect financial transactions. Operations management and supply chain analytics use predictive maintenance and inventory optimization models to reduce downtime and minimize waste. Product development and innovation teams leverage customer sentiment analysis and A/B testing frameworks to refine offerings. Risk and compliance management functions integrate regulatory intelligence into workflow automation. Sales and marketing optimization tactics employ customer segmentation and propensity modeling to enhance campaign targeting. Workforce analytics facilitates talent acquisition strategies and performance management.

Finally, the end-use segmentation spans a diverse array of industries. Banking, financial services, and insurance firms adopt predictive risk analytics to underwrite policies. Educational institutions explore learning analytics to personalize student experiences. Energy and utilities players deploy sensor-based data analysis to manage grid reliability. Government agencies leverage open data platforms to drive transparency. In healthcare and life sciences, patient outcome modeling guides resource allocation. Manufacturing companies integrate IoT telemetry with AI for quality control. Media and entertainment organizations mine consumer behavior data for content personalization. Oil and gas entities utilize geospatial analytics to optimize exploration. Retail and consumer goods retailers implement demand forecasting for inventory planning. Telecommunications and IT providers monitor network performance with real-time anomaly detection. Transportation and logistics enterprises streamline route optimization and fleet management through predictive scheduling.

Revealing region-specific trends and market maturation trajectories shaping the demand for augmented analytics solutions across major global territories

The Americas region continues to lead in augmented analytics adoption, driven by high digital maturity, a robust technology infrastructure, and a competitive corporate landscape that prizes rapid innovation. Both public and private sectors are investing heavily in AI-driven data platforms to enhance customer experience, streamline operations, and comply with evolving data privacy regulations. As a result, North American enterprises are setting benchmarks for self-service capabilities and conversational analytics that peer regions seek to emulate.

In Europe, the Middle East, and Africa, market dynamics are shaped by stringent regulatory frameworks such as the General Data Protection Regulation, which place a premium on data governance and transparency. Organizations in these territories are balancing compliance with the drive to implement advanced analytics within manufacturing, energy, and government functions. Meanwhile, the rise of digital transformation initiatives across emerging markets in Africa and the Gulf Cooperation Council is fostering new opportunities for regional analytics players to offer localized solutions.

Asia-Pacific presents a fragmented yet rapidly growing market environment. High-growth economies such as China and India are investing in digital infrastructure and AI research, with government-led smart city and Industry 4.0 initiatives fueling demand for real-time analytics. Southeast Asian nations are increasingly adopting cloud-based augmented analytics platforms to support e-commerce expansion and fintech innovations. Across the region, the convergence of 5G connectivity, edge computing, and AI promises to unlock novel use cases in manufacturing automation, healthcare diagnostics, and logistics optimization.

Examining strategic initiatives and innovation trajectories of leading technology firms shaping the augmented analytics ecosystem in 2025 and beyond

Leading technology firms are forging strategic partnerships, executing targeted acquisitions, and expanding their AI-capable analytics suites to secure competitive advantage. Microsoft has integrated automated machine learning and natural language query features within its cloud platform, while IBM is embedding Watson AI capabilities into hybrid data environments to support complex enterprise use cases. SAS continues to leverage its deep statistical heritage, enhancing automated analytics pipelines with advanced model interpretability tools.

Salesforce, through its acquisition of Tableau, is focusing on seamless integration between customer relationship management data and augmented insights, enabling sales and marketing leaders to derive real-time recommendations. Qlik has championed an active intelligence approach, offering alerting and event-driven analytics that notify users of significant data deviations as they occur. ThoughtSpot is gaining traction with its search-driven analytics interface, enabling users to pose conversational queries against large-scale data warehouses.

Oracle's strategy emphasizes converged database capabilities, embedding AI-driven anomaly detection and time series forecasting directly within its autonomous cloud services. SAP's analytics cloud platform is pursuing deeper integration with enterprise resource planning systems, providing embedded insights across core business processes. TIBCO is advancing its streaming analytics solutions to support edge computing scenarios, while Yellowfin focuses on augmented storytelling features that guide users through insight narratives.

These strategic initiatives underscore a broader industry imperative to deliver AI-enriched analytics experiences that seamlessly align with existing enterprise ecosystems. As vendors continue to refine their product roadmaps, differentiated offerings centered on automation, embedded intelligence, and user-centric design will define the competitive battleground.

Delivering concrete actionable strategies to capitalize on augmented analytics advancements and overcome organizational barriers to data-driven innovation

To fully leverage the promise of augmented analytics, organizational leadership must first cultivate a culture of data literacy, investing in training programs that demystify AI-driven insights for non-technical stakeholders. Equally important is the implementation of robust data governance frameworks that safeguard data quality, privacy, and ethical use throughout the analytics lifecycle.

Industry leaders should prioritize partnerships with cloud service providers and specialized analytics vendors to accelerate deployment timelines and tap into best-in-class AI capabilities. By adopting modular, API-driven architectures, enterprises can avoid vendor lock-in and rapidly integrate emerging technologies as they become available.

Fostering cross-functional collaboration between IT, analytics, and business units is critical for aligning analytics initiatives with strategic objectives. Establishing analytics centers of excellence can serve as catalysts for standardizing methodologies, sharing reusable assets, and disseminating best practices across the organization.

Given tariff-induced cost pressures, finance and procurement teams must adopt flexible contracting strategies that hedge against pricing volatility. Exploring multi-region cloud subscriptions and leveraging spot instances can deliver cost efficiencies without compromising performance or compliance.

Technology roadmaps should incorporate hybrid deployment models that balance the agility of cloud services with the security controls of on-premises environments. This approach allows organizations to optimize workloads based on regulatory considerations, latency requirements, and operational preferences.

Finally, continuous performance monitoring combined with automated alerting mechanisms will be indispensable for maintaining the reliability and relevance of analytics outputs. By embedding feedback loops and performance metrics into analytics workflows, leaders can iteratively refine models, drive higher adoption rates, and achieve sustained business impact.

Detailing a rigorous mixed-method research approach combining qualitative insights and quantitative validation for robust augmented analytics market analysis

This research report is informed by a mixed-methods approach that blends qualitative insights with quantitative validation. Primary research involved in-depth interviews with senior analytics professionals, IT decision-makers, and industry subject-matter experts. These conversations provided firsthand perspectives on adoption drivers, technology preferences, and strategic imperatives.

Secondary research drew upon a comprehensive review of publicly available whitepapers, peer-reviewed journals, corporate press releases, and case studies. Data from technology consortiums, regulatory filings, and analyst briefings were synthesized to triangulate key market dynamics and vendor positioning.

The analytical framework employed thematic coding to identify emerging trends and pain points, followed by statistical cross-tabulation to validate the prevalence of specific use cases and technology configurations across industries. A rigorous peer review process ensured that all insights underwent validation by multiple research analysts, enhancing the reliability and objectivity of the findings.

Ethical considerations, including data privacy and disclosure compliance, were strictly adhered to throughout the research. Wherever possible, anonymized data sets were used to protect organizational confidentiality, and all vendor engagements respected non-disclosure agreements. This methodology underpins the robustness and integrity of the report's strategic recommendations.

Consolidating key findings on augmented analytics momentum and strategic imperatives to drive future organizational excellence in data utilization

The accelerated adoption of augmented analytics marks a seminal moment in the evolution of data-driven decision-making. Organizations that harness AI-powered automation will achieve faster time-to-insight, drive operational efficiencies, and unlock new revenue streams. As machine learning and natural language processing capabilities become more accessible, the divide between data specialists and business users will continue to narrow.

Strategic segmentation insights highlight the pivotal role of integrated platforms and specialized services in meeting evolving enterprise requirements. Meanwhile, regional analyses underscore the interplay between regulatory environments, digital infrastructure, and market maturity in shaping adoption patterns across the Americas, Europe, Middle East and Africa, and Asia-Pacific.

The ramifications of shifting trade policies in 2025 reinforce the need for supply chain resilience and agile procurement strategies. In parallel, leading technology firms are refining their AI-centric roadmaps to deliver differentiated user experiences and embedded intelligence across core business applications.

Looking ahead, organizations that embrace a holistic approach-combining data governance, cross-functional collaboration, flexible architectures, and continuous performance monitoring-will secure a sustainable competitive edge. By adhering to the actionable recommendations outlined herein, business leaders can navigate complexity, mitigate risk, and drive transformative outcomes.

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

• 4.1. Introduction
• 4.2. Market Sizing & Forecasting

5. Market Dynamics

• 5.1. Adoption of automated data storytelling powered by natural language generation to enhance decision making
• 5.2. Implementation of no-code machine learning workflows in augmented analytics platforms for citizen data scientists
• 5.3. Integration of real-time anomaly detection capabilities leveraging streaming data and ai models
• 5.4. Expansion of embedded augmented analytics features within enterprise applications for seamless user experiences
• 5.5. Use of augmented analytics to automate data quality profiling and anomaly identification in complex datasets

6. Market Insights

• 6.1. Porter's Five Forces Analysis
• 6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. Augmented Analytics Market, by Component

• 8.1. Introduction
• 8.2. Platforms
• 8.3. Services
  • 8.3.1. Managed Services
  • 8.3.2. Professional Services

9. Augmented Analytics Market, by Technology

• 9.1. Introduction
• 9.2. Artificial Intelligence (AI)
• 9.3. Business Intelligence (BI) Integration Tools
• 9.4. Data Discovery & Visualization Tools

10. Augmented Analytics Market, by Deployment Mode

• 10.1. Introduction
• 10.2. Cloud
• 10.3. On Premises

11. Augmented Analytics Market, by End User

• 11.1. Introduction
• 11.2. Large Enterprise
• 11.3. SMEs

12. Augmented Analytics Market, by Application

• 12.1. Introduction
• 12.2. Fraud Detection
• 12.3. Operations Management
• 12.4. Product Development & Innovation
• 12.5. Risk & Compliance Management
• 12.6. Sales & Marketing Optimization
• 12.7. Supply Chain Analytics
• 12.8. Workforce Analytics

13. Augmented Analytics Market, by End-use

• 13.1. Introduction
• 13.2. Banking, Financial Services, and Insurance (BFSI)
• 13.3. Education
• 13.4. Energy & Utilities
• 13.5. Government & Public Sector
• 13.6. Healthcare & Life Sciences
• 13.7. Manufacturing
• 13.8. Media & Entertainment
• 13.9. Oil & Gas
• 13.10. Retail & Consumer Goods
• 13.11. Telecommunications & Information Technology (IT)
• 13.12. Transportation & Logistics

14. Americas Augmented Analytics Market

• 14.1. Introduction
• 14.2. United States
• 14.3. Canada
• 14.4. Mexico
• 14.5. Brazil
• 14.6. Argentina

15. Europe, Middle East & Africa Augmented Analytics Market

• 15.1. Introduction
• 15.2. United Kingdom
• 15.3. Germany
• 15.4. France
• 15.5. Russia
• 15.6. Italy
• 15.7. Spain
• 15.8. United Arab Emirates
• 15.9. Saudi Arabia
• 15.10. South Africa
• 15.11. Denmark
• 15.12. Netherlands
• 15.13. Qatar
• 15.14. Finland
• 15.15. Sweden
• 15.16. Nigeria
• 15.17. Egypt
• 15.18. Turkey
• 15.19. Israel
• 15.20. Norway
• 15.21. Poland
• 15.22. Switzerland

16. Asia-Pacific Augmented Analytics Market

• 16.1. Introduction
• 16.2. China
• 16.3. India
• 16.4. Japan
• 16.5. Australia
• 16.6. South Korea
• 16.7. Indonesia
• 16.8. Thailand
• 16.9. Philippines
• 16.10. Malaysia
• 16.11. Singapore
• 16.12. Vietnam
• 16.13. Taiwan

17. Competitive Landscape

• 17.1. Market Share Analysis, 2024
• 17.2. FPNV Positioning Matrix, 2024
• 17.3. Competitive Analysis
  • 17.3.1. Actian Corporation
  • 17.3.2. Aible, Inc.
  • 17.3.3. Altair Engineering Inc.
  • 17.3.4. Alteryx, Inc.
  • 17.3.5. AtScale, Inc.
  • 17.3.6. Databricks, Inc.
  • 17.3.7. DataRobot, Inc.
  • 17.3.8. Domo, Inc.
  • 17.3.9. DotData, Inc.
  • 17.3.10. GoodData Corporation
  • 17.3.11. Infor Equity Holdings, LLC
  • 17.3.12. International Business Machines Corporation
  • 17.3.13. KNIME AG
  • 17.3.14. Microsoft Corporation
  • 17.3.15. MicroStrategy Incorporated
  • 17.3.16. Oracle Corporation
  • 17.3.17. QlikTech International AB
  • 17.3.18. Salesforce, Inc.
  • 17.3.19. SAP SE
  • 17.3.20. SAS Institute Inc.
  • 17.3.21. Sisense, Inc.
  • 17.3.22. Tellius, Inc.
  • 17.3.23. ThoughtSpot, Inc.
  • 17.3.24. Yellowfin BI
  • 17.3.25. Zoho Corporation

18. ResearchAI

19. ResearchStatistics

20. ResearchContacts

21. ResearchArticles

22. Appendix