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オペレーションアナリティクスの世界市場規模、シェア、動向分析：タイプ別、ビジネス機能別、アプリケーション別、展開モデル別、業種別、地域別、展望と予測、2024年～2031年

Global Operational Analytics Market Size, Share & Trends Analysis Report By Type, By Business Function, By Application, By Deployment Model (Cloud and On-premises), By Industry Vertical, By Regional Outlook and Forecast, 2024 - 2031

出版日: 2024年11月08日
発行: KBV Research
ページ情報: 英文 418 Pages
納期: 即納可能

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全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

世界のオペレーションアナリティクス市場規模は、予測期間中に13.7%のCAGRで市場成長し、2031年までに264億米ドルに達すると予想されています。

KBV Cardinal Matrix-オペレーションアナリティクス市場競争分析

KBV Cardinal Matrixに提示された分析に基づくと、Microsoft CorporationとProduct Launchesはオペレーションアナリティクス市場の先駆者です。2023年6月、Microsoft Corporationは金融サービス会社であるMoody'sと提携を締結しました。この提携は、Microsoft Azure OpenAI Serviceを使用して、高度なデータ、分析、およびリスクソリューションを開発することを目的としていました。Amazon Web Services、Inc.、Oracle Corporation、IBM Corporationなどの企業は、オペレーションアナリティクス市場の主要なイノベーターの一部です。

市場成長要因

IoTとビッグデータの急速な成長により、さまざまな業界のセンサー、マシン、機器の広大なネットワークから前例のないデータが生成されています。IoTデバイスは継続的なデータストリームを収集し、物流における資産の追跡からスマートビルディングのエネルギー使用量の監視まで、運用に関するリアルタイムの洞察を獲得します。このデータの流入により、これらの広範なデータセットを処理および分析し、運用上の意思決定と効率性を向上させる実用的な洞察に変換するための分析ツールの需要が生まれました。したがって、IoTデバイスの採用が拡大するにつれて、生データを貴重な洞察に変換できるこれらの分析ソリューションの需要も高まります。

さらに、クラウドテクノロジーの採用が進むにつれて、組織がクラウドベースのソリューションがデータ操作にもたらす数多くの利点を認識するにつれて、これらの分析の情勢は変化しています。世界のパブリッククラウドの支出は2022年の4,900億米ドルから大幅に増加し、2023年には約6,000億米ドルに達すると推定されています。したがって、クラウド環境でのこれらの分析のサポートにより、その採用が増加しています。

市場抑制要因

しかし、近年、データ侵害やサイバー攻撃が大幅に増加し、機密性の高いビジネス情報や顧客情報が漏洩しています。データ侵害の増加により、企業は金銭的ペナルティ、評判の失墜、顧客の信頼喪失のリスクを回避するために、データ共有に対してより慎重になっています。企業は、たった1回のデータ侵害でも長期的な影響を及ぼし、顧客ロイヤルティや企業の市場での地位に影響を与える可能性があることを認識しています。その結果、データを最大限に活用することへの躊躇と複雑なコンプライアンス要件が、この市場の急速な採用と成長を妨げる主な要因となっています。

タイプの展望

タイプに基づいて、オペレーションアナリティクス市場はソフトウェアとサービスに分かれています。サービスセグメントは、2023年にこの市場で42%の収益シェアを獲得しました。サービスセグメントは、これらの分析ソリューションを効果的に実装、統合、および維持するための専門知識の必要性によって推進されています。分析テクノロジーがより洗練されるにつれて、組織はこれらのツールを最大限に活用できるようにするために、コンサルティング、実装、トレーニング、およびサポートサービスを必要とすることがよくあります。

ビジネス機能の展望

ビジネス機能に基づいて、オペレーションアナリティクス市場は情報技術（IT）、販売・マーケティング、財務、人事（HR）、その他に分類されます。販売・マーケティングセグメントは、2023年にこの市場で24%の収益シェアを記録しました。このセグメントは、これらの分析を活用して、顧客の行動を理解し、マーケティング活動をパーソナライズし、販売戦略を最適化します。消費者の嗜好が急速に変化する中、販売・マーケティングチームは分析を使用して、購入パターン、顧客からのフィードバック、エンゲージメント指標を分析します。

アプリケーションの展望

アプリケーション別に見ると、オペレーションアナリティクス市場は資産予知保全、リスク管理、不正検出、サプライチェーン管理、顧客管理などに分かれています。リスク管理セグメントは、2023年にこの市場で19%の収益シェアを獲得しました。リスク管理セグメントは、ビジネスオペレーションの複雑さと相互接続性の増大によって推進されており、リスクの特定と軽減が重要な優先事項となっています。これらの分析により、組織はリアルタイムのリスク指標を監視し、さまざまなソースからのデータを分析し、ビジネスに影響を与える前に潜在的な脅威を予測することができます。

展開モデルの展望

展開モデルに基づいて、オペレーションアナリティクス市場はクラウドとオンプレミスに分かれています。オンプレミスセグメントは、2023年にこの市場で37%の収益シェアを獲得しました。オンプレミス導入により、組織はデータとインフラを直接制御できるため、厳格な規制基準と社内ポリシーへの準拠が保証されます。オンプレミスソリューションには、より多額の初期ハードウェア投資と継続的なメンテナンスが必要ですが、組織は独自の要件に合わせて構成をカスタマイズし、データをローカルに保存できます。

業種の展望

業種別に見ると、オペレーションアナリティクス市場は、通信、小売・消費財、製造、政府・防衛、エネルギー・ユーティリティ、ヘルスケア、その他に分類されます。小売・消費財セグメントは、2023年にこの市場で17%の収益シェアを獲得しました。小売・消費財セグメントは、消費者行動を理解し、在庫を最適化し、サプライチェーンを合理化する必要性によって推進されています。小売業者は、これらの分析を使用して、購入パターンを分析し、需要を予測し、マーケティング戦略を調整します。

地域の展望

地域別に見ると、オペレーションアナリティクス市場は北米、欧州、アジア太平洋、ラテンアメリカ・中東・アフリカにおいて分析されています。欧州セグメントは、2023年にこの市場で31%の収益シェアを獲得しました。欧州の組織は、特にコンプライアンスが重要な金融、ヘルスケア、製造などの分野で、厳格な規制基準を満たすためにこれらの分析を採用しています。

市場競争と特性

オペレーションアナリティクス市場はダイナミックで、中小企業は市場シェアを獲得するために積極的に革新を進めています。トップのキープレーヤーがいないため、専門ソリューション、クラウド統合、業界固有の分析に重点を置く新興ベンダー間の競合が激化しています。差別化は主に高度なデータ視覚化、AI、機械学習機能によって推進され、企業はニッチな市場セグメントを引き付けるカスタマイズされたコスト効率の高いソリューションを提供できます。

KBV Cardinal Matrix
最近の業界全体の戦略的展開
- パートナーシップ、コラボレーション、および契約
- 製品の発売と製品の拡大
- 買収と合併
市場シェア分析、2023年
主要成功戦略
- 主な戦略
- 主要な戦略的動き
ポーターのファイブフォース分析

第5章世界のオペレーションアナリティクス市場：タイプ別

世界のソフトウェア市場：地域別
世界のサービス市場：地域別

第6章世界のオペレーションアナリティクス市場：ビジネス機能別

世界のIT市場：地域別
世界の販売・マーケティング市場：地域別
世界の財務市場：地域別
世界の人事（HR）市場：地域別
世界のその他のビジネス機能市場：地域別

第7章世界のオペレーションアナリティクス市場：アプリケーション別

世界の資産予知保全市場：地域別
世界のリスク管理市場：地域別
世界の不正検出市場：地域別
世界のサプライチェーン管理市場：地域別
世界の顧客管理市場：地域別
世界のその他のアプリケーション市場：地域別

第8章世界のオペレーションアナリティクス市場：展開モデル別

世界のクラウド市場：地域別
世界のオンプレミス市場：地域別

第9章世界のオペレーションアナリティクス市場：業種別

世界の通信市場：地域別
世界の小売・消費財市場：地域別
世界の製造市場：地域別
世界の政府・防衛市場：地域別
世界のエネルギー・ユーティリティ市場：地域別
世界のヘルスケア市場：地域別
世界その他の業種市場：地域別

第10章世界のオペレーションアナリティクス市場：地域別

北米
- 北米のオペレーションアナリティクス市場：国別
  - 米国
  - カナダ
  - メキシコ
  - その他北米地域
欧州
- 欧州のオペレーションアナリティクス市場：国別
  - ドイツ
  - 英国
  - フランス
  - ロシア
  - スペイン
  - イタリア
  - その他欧州地域
アジア太平洋地域
- アジア太平洋のオペレーションアナリティクス市場：国別
  - 中国
  - 日本
  - インド
  - 韓国
  - シンガポール
  - マレーシア
  - その他アジア太平洋地域
ラテンアメリカ・中東・アフリカ
- ラテンアメリカ・中東・アフリカのオペレーションアナリティクス市場：国別
  - ブラジル
  - アルゼンチン
  - アラブ首長国連邦
  - サウジアラビア
  - 南アフリカ
  - ナイジェリア
  - その他ラテンアメリカ・中東・アフリカ地域

第11章企業プロファイル

Google LLC（Alphabet Inc）
Hewlett Packard Enterprise Company
Amazon Web Services, Inc（Amazon.com, Inc.）
Microsoft Corporation
Oracle Corporation
SAS Institute, Inc
IBM Corporation
SAP SE
Teradata Corporation
Tibco Software, Inc（Vista Equity Partners Management, LLC）

第12章オペレーションアナリティクス市場の成功必須条件

図表

LIST OF TABLES

TABLE 1 Global Operational Analytics Market, 2020 - 2023, USD Million
TABLE 2 Global Operational Analytics Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- Operational Analytics Market
TABLE 4 Product Launches And Product Expansions- Operational Analytics Market
TABLE 5 Acquisition and Mergers- Operational Analytics Market
TABLE 6 Global Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 7 Global Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 8 Global Software Market by Region, 2020 - 2023, USD Million
TABLE 9 Global Software Market by Region, 2024 - 2031, USD Million
TABLE 10 Global Service Market by Region, 2020 - 2023, USD Million
TABLE 11 Global Service Market by Region, 2024 - 2031, USD Million
TABLE 12 Global Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 13 Global Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 14 Global Managed Services Market by Region, 2020 - 2023, USD Million
TABLE 15 Global Managed Services Market by Region, 2024 - 2031, USD Million
TABLE 16 Global Professional Services Market by Region, 2020 - 2023, USD Million
TABLE 17 Global Professional Services Market by Region, 2024 - 2031, USD Million
TABLE 18 Global Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 19 Global Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 20 Global Information Technology (IT) Market by Region, 2020 - 2023, USD Million
TABLE 21 Global Information Technology (IT) Market by Region, 2024 - 2031, USD Million
TABLE 22 Global Sales & Marketing Market by Region, 2020 - 2023, USD Million
TABLE 23 Global Sales & Marketing Market by Region, 2024 - 2031, USD Million
TABLE 24 Global Finance Market by Region, 2020 - 2023, USD Million
TABLE 25 Global Finance Market by Region, 2024 - 2031, USD Million
TABLE 26 Global Human Resources (HR) Market by Region, 2020 - 2023, USD Million
TABLE 27 Global Human Resources (HR) Market by Region, 2024 - 2031, USD Million
TABLE 28 Global Other Business Function Market by Region, 2020 - 2023, USD Million
TABLE 29 Global Other Business Function Market by Region, 2024 - 2031, USD Million
TABLE 30 Global Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 31 Global Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 32 Global Predictive Asset Maintenance Market by Region, 2020 - 2023, USD Million
TABLE 33 Global Predictive Asset Maintenance Market by Region, 2024 - 2031, USD Million
TABLE 34 Global Risk Management Market by Region, 2020 - 2023, USD Million
TABLE 35 Global Risk Management Market by Region, 2024 - 2031, USD Million
TABLE 36 Global Fraud Detection Market by Region, 2020 - 2023, USD Million
TABLE 37 Global Fraud Detection Market by Region, 2024 - 2031, USD Million
TABLE 38 Global Supply Chain Management Market by Region, 2020 - 2023, USD Million
TABLE 39 Global Supply Chain Management Market by Region, 2024 - 2031, USD Million
TABLE 40 Global Customer Management Market by Region, 2020 - 2023, USD Million
TABLE 41 Global Customer Management Market by Region, 2024 - 2031, USD Million
TABLE 42 Global Other Application Market by Region, 2020 - 2023, USD Million
TABLE 43 Global Other Application Market by Region, 2024 - 2031, USD Million
TABLE 44 Global Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 45 Global Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 46 Global Cloud Market by Region, 2020 - 2023, USD Million
TABLE 47 Global Cloud Market by Region, 2024 - 2031, USD Million
TABLE 48 Global On-premises Market by Region, 2020 - 2023, USD Million
TABLE 49 Global On-premises Market by Region, 2024 - 2031, USD Million
TABLE 50 Global Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 51 Global Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 52 Global Telecommunication Market by Region, 2020 - 2023, USD Million
TABLE 53 Global Telecommunication Market by Region, 2024 - 2031, USD Million
TABLE 54 Global Retail & Consumer Goods Market by Region, 2020 - 2023, USD Million
TABLE 55 Global Retail & Consumer Goods Market by Region, 2024 - 2031, USD Million
TABLE 56 Global Manufacturing Market by Region, 2020 - 2023, USD Million
TABLE 57 Global Manufacturing Market by Region, 2024 - 2031, USD Million
TABLE 58 Global Government & Defense Market by Region, 2020 - 2023, USD Million
TABLE 59 Global Government & Defense Market by Region, 2024 - 2031, USD Million
TABLE 60 Global Energy & Utilities Market by Region, 2020 - 2023, USD Million
TABLE 61 Global Energy & Utilities Market by Region, 2024 - 2031, USD Million
TABLE 62 Global Healthcare Market by Region, 2020 - 2023, USD Million
TABLE 63 Global Healthcare Market by Region, 2024 - 2031, USD Million
TABLE 64 Global Other Industry Vertical Market by Region, 2020 - 2023, USD Million
TABLE 65 Global Other Industry Vertical Market by Region, 2024 - 2031, USD Million
TABLE 66 Global Operational Analytics Market by Region, 2020 - 2023, USD Million
TABLE 67 Global Operational Analytics Market by Region, 2024 - 2031, USD Million
TABLE 68 North America Operational Analytics Market, 2020 - 2023, USD Million
TABLE 69 North America Operational Analytics Market, 2024 - 2031, USD Million
TABLE 70 North America Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 71 North America Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 72 North America Software Market by Country, 2020 - 2023, USD Million
TABLE 73 North America Software Market by Country, 2024 - 2031, USD Million
TABLE 74 North America Service Market by Country, 2020 - 2023, USD Million
TABLE 75 North America Service Market by Country, 2024 - 2031, USD Million
TABLE 76 North America Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 77 North America Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 78 North America Managed Services Market by Country, 2020 - 2023, USD Million
TABLE 79 North America Managed Services Market by Country, 2024 - 2031, USD Million
TABLE 80 North America Professional Services Market by Country, 2020 - 2023, USD Million
TABLE 81 North America Professional Services Market by Country, 2024 - 2031, USD Million
TABLE 82 North America Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 83 North America Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 84 North America Information Technology (IT) Market by Region, 2020 - 2023, USD Million
TABLE 85 North America Information Technology (IT) Market by Region, 2024 - 2031, USD Million
TABLE 86 North America Sales & Marketing Market by Region, 2020 - 2023, USD Million
TABLE 87 North America Sales & Marketing Market by Region, 2024 - 2031, USD Million
TABLE 88 North America Finance Market by Region, 2020 - 2023, USD Million
TABLE 89 North America Finance Market by Region, 2024 - 2031, USD Million
TABLE 90 North America Human Resources (HR) Market by Region, 2020 - 2023, USD Million
TABLE 91 North America Human Resources (HR) Market by Region, 2024 - 2031, USD Million
TABLE 92 North America Other Business Function Market by Region, 2020 - 2023, USD Million
TABLE 93 North America Other Business Function Market by Region, 2024 - 2031, USD Million
TABLE 94 North America Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 95 North America Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 96 North America Predictive Asset Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 97 North America Predictive Asset Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 98 North America Risk Management Market by Country, 2020 - 2023, USD Million
TABLE 99 North America Risk Management Market by Country, 2024 - 2031, USD Million
TABLE 100 North America Fraud Detection Market by Country, 2020 - 2023, USD Million
TABLE 101 North America Fraud Detection Market by Country, 2024 - 2031, USD Million
TABLE 102 North America Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 103 North America Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 104 North America Customer Management Market by Country, 2020 - 2023, USD Million
TABLE 105 North America Customer Management Market by Country, 2024 - 2031, USD Million
TABLE 106 North America Other Application Market by Country, 2020 - 2023, USD Million
TABLE 107 North America Other Application Market by Country, 2024 - 2031, USD Million
TABLE 108 North America Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 109 North America Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 110 North America Cloud Market by Country, 2020 - 2023, USD Million
TABLE 111 North America Cloud Market by Country, 2024 - 2031, USD Million
TABLE 112 North America On-premises Market by Country, 2020 - 2023, USD Million
TABLE 113 North America On-premises Market by Country, 2024 - 2031, USD Million
TABLE 114 North America Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 115 North America Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 116 North America Telecommunication Market by Country, 2020 - 2023, USD Million
TABLE 117 North America Telecommunication Market by Country, 2024 - 2031, USD Million
TABLE 118 North America Retail & Consumer Goods Market by Country, 2020 - 2023, USD Million
TABLE 119 North America Retail & Consumer Goods Market by Country, 2024 - 2031, USD Million
TABLE 120 North America Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 121 North America Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 122 North America Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 123 North America Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 124 North America Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 125 North America Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 126 North America Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 127 North America Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 128 North America Other Industry Vertical Market by Country, 2020 - 2023, USD Million
TABLE 129 North America Other Industry Vertical Market by Country, 2024 - 2031, USD Million
TABLE 130 North America Operational Analytics Market by Country, 2020 - 2023, USD Million
TABLE 131 North America Operational Analytics Market by Country, 2024 - 2031, USD Million
TABLE 132 US Operational Analytics Market, 2020 - 2023, USD Million
TABLE 133 US Operational Analytics Market, 2024 - 2031, USD Million
TABLE 134 US Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 135 US Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 136 US Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 137 US Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 138 US Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 139 US Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 140 US Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 141 US Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 142 US Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 143 US Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 144 US Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 145 US Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 146 Canada Operational Analytics Market, 2020 - 2023, USD Million
TABLE 147 Canada Operational Analytics Market, 2024 - 2031, USD Million
TABLE 148 Canada Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 149 Canada Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 150 Canada Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 151 Canada Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 152 Canada Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 153 Canada Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 154 Canada Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 155 Canada Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 156 Canada Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 157 Canada Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 158 Canada Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 159 Canada Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 160 Mexico Operational Analytics Market, 2020 - 2023, USD Million
TABLE 161 Mexico Operational Analytics Market, 2024 - 2031, USD Million
TABLE 162 Mexico Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 163 Mexico Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 164 Mexico Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 165 Mexico Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 166 Mexico Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 167 Mexico Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 168 Mexico Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 169 Mexico Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 170 Mexico Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 171 Mexico Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 172 Mexico Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 173 Mexico Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 174 Rest of North America Operational Analytics Market, 2020 - 2023, USD Million
TABLE 175 Rest of North America Operational Analytics Market, 2024 - 2031, USD Million
TABLE 176 Rest of North America Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 177 Rest of North America Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 178 Rest of North America Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 179 Rest of North America Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 180 Rest of North America Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 181 Rest of North America Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 182 Rest of North America Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 183 Rest of North America Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 184 Rest of North America Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 185 Rest of North America Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 186 Rest of North America Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 187 Rest of North America Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 188 Europe Operational Analytics Market, 2020 - 2023, USD Million
TABLE 189 Europe Operational Analytics Market, 2024 - 2031, USD Million
TABLE 190 Europe Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 191 Europe Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 192 Europe Software Market by Country, 2020 - 2023, USD Million
TABLE 193 Europe Software Market by Country, 2024 - 2031, USD Million
TABLE 194 Europe Service Market by Country, 2020 - 2023, USD Million
TABLE 195 Europe Service Market by Country, 2024 - 2031, USD Million
TABLE 196 Europe Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 197 Europe Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 198 Europe Managed Services Market by Country, 2020 - 2023, USD Million
TABLE 199 Europe Managed Services Market by Country, 2024 - 2031, USD Million
TABLE 200 Europe Professional Services Market by Country, 2020 - 2023, USD Million
TABLE 201 Europe Professional Services Market by Country, 2024 - 2031, USD Million
TABLE 202 Europe Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 203 Europe Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 204 Europe Information Technology (IT) Market by Country, 2020 - 2023, USD Million
TABLE 205 Europe Information Technology (IT) Market by Country, 2024 - 2031, USD Million
TABLE 206 Europe Sales & Marketing Market by Country, 2020 - 2023, USD Million
TABLE 207 Europe Sales & Marketing Market by Country, 2024 - 2031, USD Million
TABLE 208 Europe Finance Market by Country, 2020 - 2023, USD Million
TABLE 209 Europe Finance Market by Country, 2024 - 2031, USD Million
TABLE 210 Europe Human Resources (HR) Market by Country, 2020 - 2023, USD Million
TABLE 211 Europe Human Resources (HR) Market by Country, 2024 - 2031, USD Million
TABLE 212 Europe Other Business Function Market by Country, 2020 - 2023, USD Million
TABLE 213 Europe Other Business Function Market by Country, 2024 - 2031, USD Million
TABLE 214 Europe Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 215 Europe Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 216 Europe Predictive Asset Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 217 Europe Predictive Asset Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 218 Europe Risk Management Market by Country, 2020 - 2023, USD Million
TABLE 219 Europe Risk Management Market by Country, 2024 - 2031, USD Million
TABLE 220 Europe Fraud Detection Market by Country, 2020 - 2023, USD Million
TABLE 221 Europe Fraud Detection Market by Country, 2024 - 2031, USD Million
TABLE 222 Europe Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 223 Europe Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 224 Europe Customer Management Market by Country, 2020 - 2023, USD Million
TABLE 225 Europe Customer Management Market by Country, 2024 - 2031, USD Million
TABLE 226 Europe Other Application Market by Country, 2020 - 2023, USD Million
TABLE 227 Europe Other Application Market by Country, 2024 - 2031, USD Million
TABLE 228 Europe Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 229 Europe Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 230 Europe Cloud Market by Country, 2020 - 2023, USD Million
TABLE 231 Europe Cloud Market by Country, 2024 - 2031, USD Million
TABLE 232 Europe On-premises Market by Country, 2020 - 2023, USD Million
TABLE 233 Europe On-premises Market by Country, 2024 - 2031, USD Million
TABLE 234 Europe Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 235 Europe Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 236 Europe Telecommunication Market by Country, 2020 - 2023, USD Million
TABLE 237 Europe Telecommunication Market by Country, 2024 - 2031, USD Million
TABLE 238 Europe Retail & Consumer Goods Market by Country, 2020 - 2023, USD Million
TABLE 239 Europe Retail & Consumer Goods Market by Country, 2024 - 2031, USD Million
TABLE 240 Europe Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 241 Europe Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 242 Europe Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 243 Europe Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 244 Europe Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 245 Europe Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 246 Europe Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 247 Europe Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 248 Europe Other Industry Vertical Market by Country, 2020 - 2023, USD Million
TABLE 249 Europe Other Industry Vertical Market by Country, 2024 - 2031, USD Million
TABLE 250 Europe Operational Analytics Market by Country, 2020 - 2023, USD Million
TABLE 251 Europe Operational Analytics Market by Country, 2024 - 2031, USD Million
TABLE 252 Germany Operational Analytics Market, 2020 - 2023, USD Million
TABLE 253 Germany Operational Analytics Market, 2024 - 2031, USD Million
TABLE 254 Germany Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 255 Germany Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 256 Germany Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 257 Germany Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 258 Germany Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 259 Germany Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 260 Germany Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 261 Germany Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 262 Germany Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 263 Germany Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 264 Germany Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 265 Germany Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 266 UK Operational Analytics Market, 2020 - 2023, USD Million
TABLE 267 UK Operational Analytics Market, 2024 - 2031, USD Million
TABLE 268 UK Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 269 UK Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 270 UK Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 271 UK Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 272 UK Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 273 UK Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 274 UK Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 275 UK Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 276 UK Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 277 UK Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 278 UK Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 279 UK Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 280 France Operational Analytics Market, 2020 - 2023, USD Million
TABLE 281 France Operational Analytics Market, 2024 - 2031, USD Million
TABLE 282 France Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 283 France Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 284 France Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 285 France Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 286 France Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 287 France Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 288 France Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 289 France Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 290 France Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 291 France Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 292 France Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 293 France Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 294 Russia Operational Analytics Market, 2020 - 2023, USD Million
TABLE 295 Russia Operational Analytics Market, 2024 - 2031, USD Million
TABLE 296 Russia Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 297 Russia Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 298 Russia Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 299 Russia Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 300 Russia Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 301 Russia Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 302 Russia Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 303 Russia Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 304 Russia Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 305 Russia Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 306 Russia Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 307 Russia Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 308 Spain Operational Analytics Market, 2020 - 2023, USD Million
TABLE 309 Spain Operational Analytics Market, 2024 - 2031, USD Million
TABLE 310 Spain Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 311 Spain Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 312 Spain Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 313 Spain Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 314 Spain Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 315 Spain Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 316 Spain Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 317 Spain Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 318 Spain Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 319 Spain Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 320 Spain Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 321 Spain Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 322 Italy Operational Analytics Market, 2020 - 2023, USD Million
TABLE 323 Italy Operational Analytics Market, 2024 - 2031, USD Million
TABLE 324 Italy Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 325 Italy Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 326 Italy Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 327 Italy Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 328 Italy Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 329 Italy Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 330 Italy Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 331 Italy Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 332 Italy Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 333 Italy Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 334 Italy Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 335 Italy Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million

TABLE 336 Rest of Europe Operational Analytics Market, 2020 - 2023, USD Million
TABLE 337 Rest of Europe Operational Analytics Market, 2024 - 2031, USD Million
TABLE 338 Rest of Europe Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 339 Rest of Europe Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 340 Rest of Europe Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 341 Rest of Europe Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 342 Rest of Europe Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 343 Rest of Europe Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 344 Rest of Europe Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 345 Rest of Europe Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 346 Rest of Europe Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 347 Rest of Europe Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 348 Rest of Europe Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 349 Rest of Europe Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 350 Asia Pacific Operational Analytics Market, 2020 - 2023, USD Million
TABLE 351 Asia Pacific Operational Analytics Market, 2024 - 2031, USD Million
TABLE 352 Asia Pacific Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 353 Asia Pacific Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 354 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
TABLE 355 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
TABLE 356 Asia Pacific Service Market by Country, 2020 - 2023, USD Million
TABLE 357 Asia Pacific Service Market by Country, 2024 - 2031, USD Million
TABLE 358 Asia Pacific Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 359 Asia Pacific Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 360 Asia Pacific Managed Services Market by Country, 2020 - 2023, USD Million
TABLE 361 Asia Pacific Managed Services Market by Country, 2024 - 2031, USD Million
TABLE 362 Asia Pacific Professional Services Market by Country, 2020 - 2023, USD Million
TABLE 363 Asia Pacific Professional Services Market by Country, 2024 - 2031, USD Million
TABLE 364 Asia Pacific Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 365 Asia Pacific Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 366 Asia Pacific Information Technology (IT) Market by Country, 2020 - 2023, USD Million
TABLE 367 Asia Pacific Information Technology (IT) Market by Country, 2024 - 2031, USD Million
TABLE 368 Asia Pacific Sales & Marketing Market by Country, 2020 - 2023, USD Million
TABLE 369 Asia Pacific Sales & Marketing Market by Country, 2024 - 2031, USD Million
TABLE 370 Asia Pacific Finance Market by Country, 2020 - 2023, USD Million
TABLE 371 Asia Pacific Finance Market by Country, 2024 - 2031, USD Million
TABLE 372 Asia Pacific Human Resources (HR) Market by Country, 2020 - 2023, USD Million
TABLE 373 Asia Pacific Human Resources (HR) Market by Country, 2024 - 2031, USD Million
TABLE 374 Asia Pacific Other Business Function Market by Country, 2020 - 2023, USD Million
TABLE 375 Asia Pacific Other Business Function Market by Country, 2024 - 2031, USD Million
TABLE 376 Asia Pacific Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 377 Asia Pacific Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 378 Asia Pacific Predictive Asset Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 379 Asia Pacific Predictive Asset Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 380 Asia Pacific Risk Management Market by Country, 2020 - 2023, USD Million
TABLE 381 Asia Pacific Risk Management Market by Country, 2024 - 2031, USD Million
TABLE 382 Asia Pacific Fraud Detection Market by Country, 2020 - 2023, USD Million
TABLE 383 Asia Pacific Fraud Detection Market by Country, 2024 - 2031, USD Million
TABLE 384 Asia Pacific Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 385 Asia Pacific Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 386 Asia Pacific Customer Management Market by Country, 2020 - 2023, USD Million
TABLE 387 Asia Pacific Customer Management Market by Country, 2024 - 2031, USD Million
TABLE 388 Asia Pacific Other Application Market by Country, 2020 - 2023, USD Million
TABLE 389 Asia Pacific Other Application Market by Country, 2024 - 2031, USD Million
TABLE 390 Asia Pacific Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 391 Asia Pacific Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 392 Asia Pacific Cloud Market by Country, 2020 - 2023, USD Million
TABLE 393 Asia Pacific Cloud Market by Country, 2024 - 2031, USD Million
TABLE 394 Asia Pacific On-premises Market by Country, 2020 - 2023, USD Million
TABLE 395 Asia Pacific On-premises Market by Country, 2024 - 2031, USD Million
TABLE 396 Asia Pacific Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 397 Asia Pacific Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 398 Asia Pacific Telecommunication Market by Country, 2020 - 2023, USD Million
TABLE 399 Asia Pacific Telecommunication Market by Country, 2024 - 2031, USD Million
TABLE 400 Asia Pacific Retail & Consumer Goods Market by Country, 2020 - 2023, USD Million
TABLE 401 Asia Pacific Retail & Consumer Goods Market by Country, 2024 - 2031, USD Million
TABLE 402 Asia Pacific Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 403 Asia Pacific Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 404 Asia Pacific Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 405 Asia Pacific Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 406 Asia Pacific Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 407 Asia Pacific Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 408 Asia Pacific Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 409 Asia Pacific Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 410 Asia Pacific Other Industry Vertical Market by Country, 2020 - 2023, USD Million
TABLE 411 Asia Pacific Other Industry Vertical Market by Country, 2024 - 2031, USD Million
TABLE 412 Asia Pacific Operational Analytics Market by Country, 2020 - 2023, USD Million
TABLE 413 Asia Pacific Operational Analytics Market by Country, 2024 - 2031, USD Million
TABLE 414 China Operational Analytics Market, 2020 - 2023, USD Million
TABLE 415 China Operational Analytics Market, 2024 - 2031, USD Million
TABLE 416 China Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 417 China Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 418 China Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 419 China Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 420 China Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 421 China Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 422 China Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 423 China Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 424 China Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 425 China Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 426 China Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 427 China Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 428 Japan Operational Analytics Market, 2020 - 2023, USD Million
TABLE 429 Japan Operational Analytics Market, 2024 - 2031, USD Million
TABLE 430 Japan Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 431 Japan Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 432 Japan Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 433 Japan Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 434 Japan Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 435 Japan Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 436 Japan Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 437 Japan Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 438 Japan Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 439 Japan Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 440 Japan Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 441 Japan Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 442 India Operational Analytics Market, 2020 - 2023, USD Million
TABLE 443 India Operational Analytics Market, 2024 - 2031, USD Million
TABLE 444 India Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 445 India Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 446 India Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 447 India Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 448 India Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 449 India Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 450 India Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 451 India Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 452 India Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 453 India Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 454 India Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 455 India Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 456 South Korea Operational Analytics Market, 2020 - 2023, USD Million
TABLE 457 South Korea Operational Analytics Market, 2024 - 2031, USD Million
TABLE 458 South Korea Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 459 South Korea Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 460 South Korea Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 461 South Korea Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 462 South Korea Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 463 South Korea Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 464 South Korea Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 465 South Korea Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 466 South Korea Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 467 South Korea Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 468 South Korea Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 469 South Korea Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 470 Singapore Operational Analytics Market, 2020 - 2023, USD Million
TABLE 471 Singapore Operational Analytics Market, 2024 - 2031, USD Million
TABLE 472 Singapore Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 473 Singapore Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 474 Singapore Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 475 Singapore Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 476 Singapore Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 477 Singapore Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 478 Singapore Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 479 Singapore Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 480 Singapore Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 481 Singapore Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 482 Singapore Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 483 Singapore Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 484 Malaysia Operational Analytics Market, 2020 - 2023, USD Million
TABLE 485 Malaysia Operational Analytics Market, 2024 - 2031, USD Million
TABLE 486 Malaysia Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 487 Malaysia Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 488 Malaysia Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 489 Malaysia Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 490 Malaysia Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 491 Malaysia Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 492 Malaysia Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 493 Malaysia Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 494 Malaysia Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 495 Malaysia Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 496 Malaysia Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 497 Malaysia Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 498 Rest of Asia Pacific Operational Analytics Market, 2020 - 2023, USD Million
TABLE 499 Rest of Asia Pacific Operational Analytics Market, 2024 - 2031, USD Million
TABLE 500 Rest of Asia Pacific Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 501 Rest of Asia Pacific Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 502 Rest of Asia Pacific Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 503 Rest of Asia Pacific Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 504 Rest of Asia Pacific Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 505 Rest of Asia Pacific Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 506 Rest of Asia Pacific Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 507 Rest of Asia Pacific Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 508 Rest of Asia Pacific Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 509 Rest of Asia Pacific Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 510 Rest of Asia Pacific Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 511 Rest of Asia Pacific Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 512 LAMEA Operational Analytics Market, 2020 - 2023, USD Million
TABLE 513 LAMEA Operational Analytics Market, 2024 - 2031, USD Million
TABLE 514 LAMEA Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 515 LAMEA Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 516 LAMEA Software Market by Country, 2020 - 2023, USD Million
TABLE 517 LAMEA Software Market by Country, 2024 - 2031, USD Million
TABLE 518 LAMEA Service Market by Country, 2020 - 2023, USD Million
TABLE 519 LAMEA Service Market by Country, 2024 - 2031, USD Million
TABLE 520 LAMEA Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 521 LAMEA Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 522 LAMEA Managed Services Market by Country, 2020 - 2023, USD Million
TABLE 523 LAMEA Managed Services Market by Country, 2024 - 2031, USD Million
TABLE 524 LAMEA Professional Services Market by Country, 2020 - 2023, USD Million
TABLE 525 LAMEA Professional Services Market by Country, 2024 - 2031, USD Million
TABLE 526 LAMEA Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 527 LAMEA Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 528 LAMEA Information Technology (IT) Market by Country, 2020 - 2023, USD Million
TABLE 529 LAMEA Information Technology (IT) Market by Country, 2024 - 2031, USD Million
TABLE 530 LAMEA Sales & Marketing Market by Country, 2020 - 2023, USD Million
TABLE 531 LAMEA Sales & Marketing Market by Country, 2024 - 2031, USD Million
TABLE 532 LAMEA Finance Market by Country, 2020 - 2023, USD Million
TABLE 533 LAMEA Finance Market by Country, 2024 - 2031, USD Million
TABLE 534 LAMEA Human Resources (HR) Market by Country, 2020 - 2023, USD Million
TABLE 535 LAMEA Human Resources (HR) Market by Country, 2024 - 2031, USD Million
TABLE 536 LAMEA Other Business Function Market by Country, 2020 - 2023, USD Million
TABLE 537 LAMEA Other Business Function Market by Country, 2024 - 2031, USD Million
TABLE 538 LAMEA Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 539 LAMEA Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 540 LAMEA Predictive Asset Maintenance Market by Country, 2020 - 2023, USD Million
TABLE 541 LAMEA Predictive Asset Maintenance Market by Country, 2024 - 2031, USD Million
TABLE 542 LAMEA Risk Management Market by Country, 2020 - 2023, USD Million
TABLE 543 LAMEA Risk Management Market by Country, 2024 - 2031, USD Million
TABLE 544 LAMEA Fraud Detection Market by Country, 2020 - 2023, USD Million
TABLE 545 LAMEA Fraud Detection Market by Country, 2024 - 2031, USD Million
TABLE 546 LAMEA Supply Chain Management Market by Country, 2020 - 2023, USD Million
TABLE 547 LAMEA Supply Chain Management Market by Country, 2024 - 2031, USD Million
TABLE 548 LAMEA Customer Management Market by Country, 2020 - 2023, USD Million
TABLE 549 LAMEA Customer Management Market by Country, 2024 - 2031, USD Million
TABLE 550 LAMEA Other Application Market by Country, 2020 - 2023, USD Million
TABLE 551 LAMEA Other Application Market by Country, 2024 - 2031, USD Million
TABLE 552 LAMEA Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 553 LAMEA Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 554 LAMEA Cloud Market by Country, 2020 - 2023, USD Million
TABLE 555 LAMEA Cloud Market by Country, 2024 - 2031, USD Million
TABLE 556 LAMEA On-premises Market by Country, 2020 - 2023, USD Million
TABLE 557 LAMEA On-premises Market by Country, 2024 - 2031, USD Million
TABLE 558 LAMEA Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 559 LAMEA Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 560 LAMEA Telecommunication Market by Country, 2020 - 2023, USD Million
TABLE 561 LAMEA Telecommunication Market by Country, 2024 - 2031, USD Million
TABLE 562 LAMEA Retail & Consumer Goods Market by Country, 2020 - 2023, USD Million
TABLE 563 LAMEA Retail & Consumer Goods Market by Country, 2024 - 2031, USD Million
TABLE 564 LAMEA Manufacturing Market by Country, 2020 - 2023, USD Million
TABLE 565 LAMEA Manufacturing Market by Country, 2024 - 2031, USD Million
TABLE 566 LAMEA Government & Defense Market by Country, 2020 - 2023, USD Million
TABLE 567 LAMEA Government & Defense Market by Country, 2024 - 2031, USD Million
TABLE 568 LAMEA Energy & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 569 LAMEA Energy & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 570 LAMEA Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 571 LAMEA Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 572 LAMEA Other Industry Vertical Market by Country, 2020 - 2023, USD Million
TABLE 573 LAMEA Other Industry Vertical Market by Country, 2024 - 2031, USD Million
TABLE 574 LAMEA Operational Analytics Market by Country, 2020 - 2023, USD Million
TABLE 575 LAMEA Operational Analytics Market by Country, 2024 - 2031, USD Million
TABLE 576 Brazil Operational Analytics Market, 2020 - 2023, USD Million
TABLE 577 Brazil Operational Analytics Market, 2024 - 2031, USD Million
TABLE 578 Brazil Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 579 Brazil Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 580 Brazil Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 581 Brazil Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 582 Brazil Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 583 Brazil Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 584 Brazil Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 585 Brazil Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 586 Brazil Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 587 Brazil Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 588 Brazil Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 589 Brazil Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 590 Argentina Operational Analytics Market, 2020 - 2023, USD Million
TABLE 591 Argentina Operational Analytics Market, 2024 - 2031, USD Million
TABLE 592 Argentina Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 593 Argentina Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 594 Argentina Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 595 Argentina Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 596 Argentina Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 597 Argentina Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 598 Argentina Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 599 Argentina Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 600 Argentina Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 601 Argentina Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 602 Argentina Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 603 Argentina Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million

TABLE 604 UAE Operational Analytics Market, 2020 - 2023, USD Million
TABLE 605 UAE Operational Analytics Market, 2024 - 2031, USD Million
TABLE 606 UAE Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 607 UAE Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 608 UAE Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 609 UAE Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 610 UAE Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 611 UAE Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 612 UAE Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 613 UAE Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 614 UAE Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 615 UAE Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 616 UAE Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 617 UAE Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 618 Saudi Arabia Operational Analytics Market, 2020 - 2023, USD Million
TABLE 619 Saudi Arabia Operational Analytics Market, 2024 - 2031, USD Million
TABLE 620 Saudi Arabia Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 621 Saudi Arabia Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 622 Saudi Arabia Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 623 Saudi Arabia Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 624 Saudi Arabia Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 625 Saudi Arabia Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 626 Saudi Arabia Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 627 Saudi Arabia Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 628 Saudi Arabia Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 629 Saudi Arabia Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 630 Saudi Arabia Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 631 Saudi Arabia Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 632 South Africa Operational Analytics Market, 2020 - 2023, USD Million
TABLE 633 South Africa Operational Analytics Market, 2024 - 2031, USD Million
TABLE 634 South Africa Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 635 South Africa Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 636 South Africa Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 637 South Africa Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 638 South Africa Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 639 South Africa Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 640 South Africa Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 641 South Africa Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 642 South Africa Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 643 South Africa Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 644 South Africa Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 645 South Africa Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 646 Nigeria Operational Analytics Market, 2020 - 2023, USD Million
TABLE 647 Nigeria Operational Analytics Market, 2024 - 2031, USD Million
TABLE 648 Nigeria Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 649 Nigeria Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 650 Nigeria Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 651 Nigeria Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 652 Nigeria Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 653 Nigeria Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 654 Nigeria Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 655 Nigeria Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 656 Nigeria Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 657 Nigeria Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 658 Nigeria Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 659 Nigeria Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 660 Rest of LAMEA Operational Analytics Market, 2020 - 2023, USD Million
TABLE 661 Rest of LAMEA Operational Analytics Market, 2024 - 2031, USD Million
TABLE 662 Rest of LAMEA Operational Analytics Market by Type, 2020 - 2023, USD Million
TABLE 663 Rest of LAMEA Operational Analytics Market by Type, 2024 - 2031, USD Million
TABLE 664 Rest of LAMEA Operational Analytics Market by Service Type, 2020 - 2023, USD Million
TABLE 665 Rest of LAMEA Operational Analytics Market by Service Type, 2024 - 2031, USD Million
TABLE 666 Rest of LAMEA Operational Analytics Market by Business Function, 2020 - 2023, USD Million
TABLE 667 Rest of LAMEA Operational Analytics Market by Business Function, 2024 - 2031, USD Million
TABLE 668 Rest of LAMEA Operational Analytics Market by Application, 2020 - 2023, USD Million
TABLE 669 Rest of LAMEA Operational Analytics Market by Application, 2024 - 2031, USD Million
TABLE 670 Rest of LAMEA Operational Analytics Market by Deployment Model, 2020 - 2023, USD Million
TABLE 671 Rest of LAMEA Operational Analytics Market by Deployment Model, 2024 - 2031, USD Million
TABLE 672 Rest of LAMEA Operational Analytics Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 673 Rest of LAMEA Operational Analytics Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 674 Key Information - Google LLC
TABLE 675 Key Information - Hewlett Packard Enterprise Company
TABLE 676 Key Information - Amazon Web Services, Inc.
TABLE 677 Key Information - Microsoft Corporation
TABLE 678 Key Information - Oracle Corporation
TABLE 679 Key Information - SAS Institute, Inc.
TABLE 680 Key Information - IBM Corporation
TABLE 681 Key Information - SAP SE
TABLE 682 Key Information - Teradata Corporation
TABLE 683 Key Information - Tibco Software, Inc.

The Global Operational Analytics Market size is expected to reach $26.4 billion by 2031, rising at a market growth of 13.7% CAGR during the forecast period.

The North America segment witnessed 36% revenue share in the operational analytics market in 2023. North American companies have been early adopters of these analytics to improve decision-making, streamline processes, and gain a competitive edge. Furthermore, innovation and the implementation of sophisticated analytics tools are expedited by the presence of significant technology companies and solution providers.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In June, 2024, IBM Corporation partnered with Telefonica Tech, a Spanish telecommunications company, to enhance AI, analytics, and data governance solutions in Spain. This partnership would develop an open, hybrid, multi-cloud platform, SHARK.X, featuring IBM's watsonx AI and Data platform. Moreover, In February, 2024, SAS Institute Inc. announced a partnership with Carahsoft, an IT company, to enhance SAS's analytics and AI solutions' accessibility to US government agencies. Under the partnership, Carahsoft would distribute SAS products through various government contracts, expanding SAS's public sector reach and supporting advanced data management and AI capabilities for improved decision-making and innovation.

KBV Cardinal Matrix - Operational Analytics Market Competition Analysis

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Product Launches are the forerunners in the Operational Analytics Market. In June, 2023, Microsoft Corporation signed a partnership with Moody's, a financial services company. The partnership aimed to develop advanced data, analytics, and risk solutions using Microsoft Azure OpenAI Service. Companies such as Amazon Web Services, Inc., Oracle Corporation and IBM Corporation are some of the key innovators in Operational Analytics Market.

Market Growth Factors

The rapid growth of IoT and Big Data generates unprecedented data from a vast network of sensors, machines, and equipment across various industries. IoT devices collect continuous data streams, capturing real-time insights into operations, from tracking assets in logistics to monitoring energy usage in smart buildings. This influx of data has created a demand for these analytics tools to process and analyze these extensive datasets, transforming them into actionable insights for better operational decision-making and efficiency. Thus, as the adoption of IoT devices continues to grow, so will the demand for these analytics solutions that can transform raw data into valuable insights.

Additionally, The increasing adoption of cloud technology is transforming the landscape of these analytics as organizations recognize the numerous advantages that cloud-based solutions bring to their data operations. It is estimated that global public cloud spending reached approximately $600 billion in 2023, a substantial increase from $490 billion in 2022. Therefore, the assistance of these analytics in a cloud environment is increasing their adoption.

Market Restraining Factors

However, Data breaches and cyber-attacks have increased significantly in recent years, exposing sensitive business and customer information. This rise in data breaches has made companies more cautious about data sharing, as they aim to avoid the risk of financial penalties, reputational damage, and loss of customer trust. Businesses now recognize that even a single data breach can have long-lasting consequences, impacting customer loyalty and the company's market position. Consequently, this hesitation to leverage data fully and the intricate compliance requirements are key factors that impede the rapid adoption and growth of this market.

Type Outlook

Based on type, the operational analytics market is bifurcated into software and service. The service segment procured 42% revenue share in this market in 2023. The service segment is driven by the need for specialized expertise to implement, integrate, and maintain these analytics solutions effectively. As analytics technologies become more sophisticated, organizations often require consulting, implementation, training, and support services to ensure they can leverage these tools to their full potential.

Business Function Outlook

On the basis of business function, the operational analytics market is classified into information technology (IT), sales & marketing, finance, human resources (HR), and others. The sales & marketing segment recorded 24% revenue share in this market in 2023. The segment leverages these analytics to understand customer behavior, personalize marketing efforts, and optimize sales strategies. With consumer preferences shifting rapidly, sales and marketing teams use analytics to analyze purchasing patterns, customer feedback, and engagement metrics.

Application Outlook

By application, the operational analytics market is divided into predictive asset maintenance, risk management, fraud detection, supply chain management, customer management, and others. The risk management segment garnered 19% revenue share in this market in 2023. The risk management segment is propelled by the increasing complexity and interconnectedness of business operations, which makes risk identification and mitigation a critical priority. These analytics enables organizations to monitor real-time risk indicators, analyze data from diverse sources, and predict potential threats before they impact the business.

Deployment Model Outlook

On the basis of deployment model, the operational analytics market is bifurcated into cloud and on-premises. The on-premises segment garnered 37% revenue share in this market in 2023. On-premises deployments give organizations direct control over their data and infrastructure, ensuring compliance with stringent regulatory standards and internal policies. Although on-premises solutions necessitate a more substantial initial hardware investment and ongoing maintenance, they enable organizations to customize the configuration to their unique requirements and store data locally.

Industry Vertical Outlook

By industry vertical, the operational analytics market is divided into telecommunication, retail & consumer goods, manufacturing, government & defense, energy & utilities, healthcare, and others. The retail & consumer goods segment acquired 17% revenue share in this market in 2023. The retail & consumer goods segment is fueled by the need to understand consumer behavior, optimize inventory, and streamline supply chains. Retailers use these analytics to analyze purchasing patterns, forecast demand, and tailor marketing strategies.

Regional Outlook

Region-wise, the operational analytics market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The Europe segment garnered 31% revenue share in this market in 2023. European organizations are adopting these analytics to meet stringent regulatory standards, especially in sectors like finance, healthcare, and manufacturing, where compliance is critical.

Market Competition and Attributes

The Operational Analytics Market is dynamic, with smaller and mid-sized companies actively innovating to capture market share. Without top key players, competition intensifies among emerging vendors focusing on specialized solutions, cloud integration, and industry-specific analytics. Differentiation is largely driven by advanced data visualization, AI, and machine learning capabilities, enabling companies to offer tailored, cost-effective solutions that attract niche market segments.

Recent Strategies Deployed in the Market

Mar-2024: SAP introduced innovations in data management, AI-driven planning, and analytics, including SAP Datasphere knowledge graph, SAP HANA Cloud vector engine, enhanced Collibra AI Governance, and closer integration between SAP Datasphere and SAP Analytics Cloud. These updates aim to streamline data insights, governance, and planning for businesses.
Dec-2023: IBM Corporation took over streamsets, the Software AG's prominent data ingrestion platform. This acquisition enhances IBM's AI and hybrid cloud capabilities, adding data ingestion and integration tools to its portfolio.
Nov-2023: Amazon Web Services, Inc. expanded its partnership with Salesforce, Inc., integrating products across data and AI and offering select Salesforce products on the AWS Marketplace. This simplifies data management and allows for the integration of advanced AI technologies into applications and workflows.
Sep-2023: Oracle introduced new AI-powered features in Oracle Analytics Cloud, enhancing self-service analytics with generative AI, document understanding, contextual insights, and collaboration integrations. These capabilities simplify data interaction, enabling users to make better decisions without relying on data scientists, and include AI-generated avatars for more engaging data storytelling.
May-2023: Google Cloud, a part of Google LLC, expanded its partnership with SAP SE, a German multinational software company, to introduce an open data offering aimed at simplifying data landscapes and unlocking business data potential. This enables customers to create an end-to-end data cloud, integrating SAP Datasphere with Google's data cloud to provide real-time access to their entire data estates, maximizing value from Google Cloud and SAP software investments.

List of Key Companies Profiled

Microsoft Corporation
Oracle Corporation
SAS Institute Inc.
Amazon Web Services, Inc. (Amazon.com, Inc.)
Google LLC
Hewlett Packard Enterprise Company
IBM Corporation
SAP SE
Teradata Corporation
TIBCO Software, Inc. (Vista Equity Partners Management, LLC)

Global Operational Analytics Market Report Segmentation

By Type

Software
Service
- Managed Services
- Professional Services

By Business Function

Information Technology (IT)
Sales & Marketing
Finance
Human Resources (HR)
Other Business Function

By Application

Predictive Asset Maintenance
Risk Management
Fraud Detection
Supply Chain Management
Customer Management
Other Application

By Deployment Model

Cloud
On-premises

By Industry Vertical

Telecommunication
Retail & Consumer Goods
Manufacturing
Government & Defense
Energy & Utilities
Healthcare
Other Industry Vertical

By Geography

North America
- US
- Canada
- Mexico
- Rest of North America
Europe
- Germany
- UK
- France
- Russia
- Spain
- Italy
- Rest of Europe
Asia Pacific
- China
- Japan
- India
- South Korea
- Singapore
- Malaysia
- Rest of Asia Pacific
LAMEA
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
Rest of LAMEA

Chapter 1. Market Scope & Methodology

1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
- 1.4.1 Global Operational Analytics Market, by Type
- 1.4.2 Global Operational Analytics Market, by Business Function
- 1.4.3 Global Operational Analytics Market, by Application
- 1.4.4 Global Operational Analytics Market, by Deployment Model
- 1.4.5 Global Operational Analytics Market, by Industry Vertical
- 1.4.6 Global Operational Analytics Market, by Geography
1.5 Methodology for the research

Chapter 2. Market at a Glance

2.1 Key Highlights

Chapter 3. Market Overview

3.1 Introduction
- 3.1.1 Overview
  - 3.1.1.1 Market Composition and Scenario
3.2 Key Factors Impacting the Market
- 3.2.1 Market Drivers
- 3.2.2 Market Restraints
- 3.2.3 Market Opportunities
- 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

4.1 KBV Cardinal Matrix
4.2 Recent Industry Wide Strategic Developments
- 4.2.1 Partnerships, Collaborations and Agreements
- 4.2.2 Product Launches and Product Expansions
- 4.2.3 Acquisition and Mergers
4.3 Market Share Analysis, 2023
4.4 Top Winning Strategies
- 4.4.1 Key Leading Strategies: Percentage Distribution (2020-2024)
- 4.4.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2020, May - 2024, Jun) Leading Players
4.5 Porter Five Forces Analysis

Chapter 5. Global Operational Analytics Market by Type

5.1 Global Software Market by Region
5.2 Global Service Market by Region
5.3 Global Operational Analytics Market by Service Type
- 5.3.1 Global Managed Services Market by Region
- 5.3.2 Global Professional Services Market by Region

Chapter 6. Global Operational Analytics Market by Business Function

6.1 Global Information Technology (IT) Market by Region
6.2 Global Sales & Marketing Market by Region
6.3 Global Finance Market by Region
6.4 Global Human Resources (HR) Market by Region
6.5 Global Other Business Function Market by Region

Chapter 7. Global Operational Analytics Market by Application

7.1 Global Predictive Asset Maintenance Market by Region
7.2 Global Risk Management Market by Region
7.3 Global Fraud Detection Market by Region
7.4 Global Supply Chain Management Market by Region
7.5 Global Customer Management Market by Region
7.6 Global Other Application Market by Region

Chapter 8. Global Operational Analytics Market by Deployment Model

8.1 Global Cloud Market by Region
8.2 Global On-premises Market by Region

Chapter 9. Global Operational Analytics Market by Industry Vertical

9.1 Global Telecommunication Market by Region
9.2 Global Retail & Consumer Goods Market by Region
9.3 Global Manufacturing Market by Region
9.4 Global Government & Defense Market by Region
9.5 Global Energy & Utilities Market by Region
9.6 Global Healthcare Market by Region
9.7 Global Other Industry Vertical Market by Region

Chapter 10. Global Operational Analytics Market by Region

10.1 North America Operational Analytics Market
- 10.1.1 North America Operational Analytics Market by Type
  - 10.1.1.1 North America Software Market by Country
  - 10.1.1.2 North America Service Market by Country
  - 10.1.1.3 North America Operational Analytics Market by Service Type
    - 10.1.1.3.1 North America Managed Services Market by Country
    - 10.1.1.3.2 North America Professional Services Market by Country
- 10.1.2 North America Operational Analytics Market by Business Function
  - 10.1.2.1 North America Information Technology (IT) Market by Region
  - 10.1.2.2 North America Sales & Marketing Market by Region
  - 10.1.2.3 North America Finance Market by Region
  - 10.1.2.4 North America Human Resources (HR) Market by Region
  - 10.1.2.5 North America Other Business Function Market by Region
- 10.1.3 North America Operational Analytics Market by Application
  - 10.1.3.1 North America Predictive Asset Maintenance Market by Country
  - 10.1.3.2 North America Risk Management Market by Country
  - 10.1.3.3 North America Fraud Detection Market by Country
  - 10.1.3.4 North America Supply Chain Management Market by Country
  - 10.1.3.5 North America Customer Management Market by Country
  - 10.1.3.6 North America Other Application Market by Country
- 10.1.4 North America Operational Analytics Market by Deployment Model
  - 10.1.4.1 North America Cloud Market by Country
  - 10.1.4.2 North America On-premises Market by Country
- 10.1.5 North America Operational Analytics Market by Industry Vertical
  - 10.1.5.1 North America Telecommunication Market by Country
  - 10.1.5.2 North America Retail & Consumer Goods Market by Country
  - 10.1.5.3 North America Manufacturing Market by Country
  - 10.1.5.4 North America Government & Defense Market by Country
  - 10.1.5.5 North America Energy & Utilities Market by Country
  - 10.1.5.6 North America Healthcare Market by Country
  - 10.1.5.7 North America Other Industry Vertical Market by Country
- 10.1.6 North America Operational Analytics Market by Country
  - 10.1.6.1 US Operational Analytics Market
    - 10.1.6.1.1 US Operational Analytics Market by Type
      - 10.1.6.1.1.1 US Operational Analytics Market by Service Type
    - 10.1.6.1.2 US Operational Analytics Market by Business Function
    - 10.1.6.1.3 US Operational Analytics Market by Application
    - 10.1.6.1.4 US Operational Analytics Market by Deployment Model
    - 10.1.6.1.5 US Operational Analytics Market by Industry Vertical
  - 10.1.6.2 Canada Operational Analytics Market
    - 10.1.6.2.1 Canada Operational Analytics Market by Type
      - 10.1.6.2.1.1 Canada Operational Analytics Market by Service Type
    - 10.1.6.2.2 Canada Operational Analytics Market by Business Function
    - 10.1.6.2.3 Canada Operational Analytics Market by Application
    - 10.1.6.2.4 Canada Operational Analytics Market by Deployment Model
    - 10.1.6.2.5 Canada Operational Analytics Market by Industry Vertical
  - 10.1.6.3 Mexico Operational Analytics Market
    - 10.1.6.3.1 Mexico Operational Analytics Market by Type
      - 10.1.6.3.1.1 Mexico Operational Analytics Market by Service Type
    - 10.1.6.3.2 Mexico Operational Analytics Market by Business Function
    - 10.1.6.3.3 Mexico Operational Analytics Market by Application
    - 10.1.6.3.4 Mexico Operational Analytics Market by Deployment Model
    - 10.1.6.3.5 Mexico Operational Analytics Market by Industry Vertical
  - 10.1.6.4 Rest of North America Operational Analytics Market
    - 10.1.6.4.1 Rest of North America Operational Analytics Market by Type
      - 10.1.6.4.1.1 Rest of North America Operational Analytics Market by Service Type
    - 10.1.6.4.2 Rest of North America Operational Analytics Market by Business Function
    - 10.1.6.4.3 Rest of North America Operational Analytics Market by Application
    - 10.1.6.4.4 Rest of North America Operational Analytics Market by Deployment Model
    - 10.1.6.4.5 Rest of North America Operational Analytics Market by Industry Vertical
10.2 Europe Operational Analytics Market
- 10.2.1 Europe Operational Analytics Market by Type
  - 10.2.1.1 Europe Software Market by Country
  - 10.2.1.2 Europe Service Market by Country
  - 10.2.1.3 Europe Operational Analytics Market by Service Type
    - 10.2.1.3.1 Europe Managed Services Market by Country
    - 10.2.1.3.2 Europe Professional Services Market by Country
- 10.2.2 Europe Operational Analytics Market by Business Function
  - 10.2.2.1 Europe Information Technology (IT) Market by Country
  - 10.2.2.2 Europe Sales & Marketing Market by Country
  - 10.2.2.3 Europe Finance Market by Country
  - 10.2.2.4 Europe Human Resources (HR) Market by Country
  - 10.2.2.5 Europe Other Business Function Market by Country
- 10.2.3 Europe Operational Analytics Market by Application
  - 10.2.3.1 Europe Predictive Asset Maintenance Market by Country
  - 10.2.3.2 Europe Risk Management Market by Country
  - 10.2.3.3 Europe Fraud Detection Market by Country
  - 10.2.3.4 Europe Supply Chain Management Market by Country
  - 10.2.3.5 Europe Customer Management Market by Country
  - 10.2.3.6 Europe Other Application Market by Country
- 10.2.4 Europe Operational Analytics Market by Deployment Model
  - 10.2.4.1 Europe Cloud Market by Country
  - 10.2.4.2 Europe On-premises Market by Country
- 10.2.5 Europe Operational Analytics Market by Industry Vertical
  - 10.2.5.1 Europe Telecommunication Market by Country
  - 10.2.5.2 Europe Retail & Consumer Goods Market by Country
  - 10.2.5.3 Europe Manufacturing Market by Country
  - 10.2.5.4 Europe Government & Defense Market by Country
  - 10.2.5.5 Europe Energy & Utilities Market by Country
  - 10.2.5.6 Europe Healthcare Market by Country
  - 10.2.5.7 Europe Other Industry Vertical Market by Country
- 10.2.6 Europe Operational Analytics Market by Country
  - 10.2.6.1 Germany Operational Analytics Market
    - 10.2.6.1.1 Germany Operational Analytics Market by Type
      - 10.2.6.1.1.1 Germany Operational Analytics Market by Service Type
    - 10.2.6.1.2 Germany Operational Analytics Market by Business Function
    - 10.2.6.1.3 Germany Operational Analytics Market by Application
    - 10.2.6.1.4 Germany Operational Analytics Market by Deployment Model
    - 10.2.6.1.5 Germany Operational Analytics Market by Industry Vertical
  - 10.2.6.2 UK Operational Analytics Market
    - 10.2.6.2.1 UK Operational Analytics Market by Type
      - 10.2.6.2.1.1 UK Operational Analytics Market by Service Type
    - 10.2.6.2.2 UK Operational Analytics Market by Business Function
    - 10.2.6.2.3 UK Operational Analytics Market by Application
    - 10.2.6.2.4 UK Operational Analytics Market by Deployment Model
    - 10.2.6.2.5 UK Operational Analytics Market by Industry Vertical
  - 10.2.6.3 France Operational Analytics Market
    - 10.2.6.3.1 France Operational Analytics Market by Type
      - 10.2.6.3.1.1 France Operational Analytics Market by Service Type
    - 10.2.6.3.2 France Operational Analytics Market by Business Function
    - 10.2.6.3.3 France Operational Analytics Market by Application
    - 10.2.6.3.4 France Operational Analytics Market by Deployment Model
    - 10.2.6.3.5 France Operational Analytics Market by Industry Vertical
  - 10.2.6.4 Russia Operational Analytics Market
    - 10.2.6.4.1 Russia Operational Analytics Market by Type
      - 10.2.6.4.1.1 Russia Operational Analytics Market by Service Type
    - 10.2.6.4.2 Russia Operational Analytics Market by Business Function
    - 10.2.6.4.3 Russia Operational Analytics Market by Application
    - 10.2.6.4.4 Russia Operational Analytics Market by Deployment Model
    - 10.2.6.4.5 Russia Operational Analytics Market by Industry Vertical
  - 10.2.6.5 Spain Operational Analytics Market
    - 10.2.6.5.1 Spain Operational Analytics Market by Type
      - 10.2.6.5.1.1 Spain Operational Analytics Market by Service Type
    - 10.2.6.5.2 Spain Operational Analytics Market by Business Function
    - 10.2.6.5.3 Spain Operational Analytics Market by Application
    - 10.2.6.5.4 Spain Operational Analytics Market by Deployment Model
    - 10.2.6.5.5 Spain Operational Analytics Market by Industry Vertical
  - 10.2.6.6 Italy Operational Analytics Market
    - 10.2.6.6.1 Italy Operational Analytics Market by Type
      - 10.2.6.6.1.1 Italy Operational Analytics Market by Service Type
    - 10.2.6.6.2 Italy Operational Analytics Market by Business Function
    - 10.2.6.6.3 Italy Operational Analytics Market by Application
    - 10.2.6.6.4 Italy Operational Analytics Market by Deployment Model
    - 10.2.6.6.5 Italy Operational Analytics Market by Industry Vertical
  - 10.2.6.7 Rest of Europe Operational Analytics Market
    - 10.2.6.7.1 Rest of Europe Operational Analytics Market by Type
      - 10.2.6.7.1.1 Rest of Europe Operational Analytics Market by Service Type
    - 10.2.6.7.2 Rest of Europe Operational Analytics Market by Business Function
    - 10.2.6.7.3 Rest of Europe Operational Analytics Market by Application
    - 10.2.6.7.4 Rest of Europe Operational Analytics Market by Deployment Model
    - 10.2.6.7.5 Rest of Europe Operational Analytics Market by Industry Vertical
10.3 Asia Pacific Operational Analytics Market
- 10.3.1 Asia Pacific Operational Analytics Market by Type
  - 10.3.1.1 Asia Pacific Software Market by Country
  - 10.3.1.2 Asia Pacific Service Market by Country
  - 10.3.1.3 Asia Pacific Operational Analytics Market by Service Type
    - 10.3.1.3.1 Asia Pacific Managed Services Market by Country
    - 10.3.1.3.2 Asia Pacific Professional Services Market by Country
- 10.3.2 Asia Pacific Operational Analytics Market by Business Function
  - 10.3.2.1 Asia Pacific Information Technology (IT) Market by Country
  - 10.3.2.2 Asia Pacific Sales & Marketing Market by Country
  - 10.3.2.3 Asia Pacific Finance Market by Country
  - 10.3.2.4 Asia Pacific Human Resources (HR) Market by Country
  - 10.3.2.5 Asia Pacific Other Business Function Market by Country
- 10.3.3 Asia Pacific Operational Analytics Market by Application
  - 10.3.3.1 Asia Pacific Predictive Asset Maintenance Market by Country
  - 10.3.3.2 Asia Pacific Risk Management Market by Country
  - 10.3.3.3 Asia Pacific Fraud Detection Market by Country
  - 10.3.3.4 Asia Pacific Supply Chain Management Market by Country
  - 10.3.3.5 Asia Pacific Customer Management Market by Country
  - 10.3.3.6 Asia Pacific Other Application Market by Country
- 10.3.4 Asia Pacific Operational Analytics Market by Deployment Model
  - 10.3.4.1 Asia Pacific Cloud Market by Country
  - 10.3.4.2 Asia Pacific On-premises Market by Country
- 10.3.5 Asia Pacific Operational Analytics Market by Industry Vertical
  - 10.3.5.1 Asia Pacific Telecommunication Market by Country
  - 10.3.5.2 Asia Pacific Retail & Consumer Goods Market by Country
  - 10.3.5.3 Asia Pacific Manufacturing Market by Country
  - 10.3.5.4 Asia Pacific Government & Defense Market by Country
  - 10.3.5.5 Asia Pacific Energy & Utilities Market by Country
  - 10.3.5.6 Asia Pacific Healthcare Market by Country
  - 10.3.5.7 Asia Pacific Other Industry Vertical Market by Country
- 10.3.6 Asia Pacific Operational Analytics Market by Country
  - 10.3.6.1 China Operational Analytics Market
    - 10.3.6.1.1 China Operational Analytics Market by Type
      - 10.3.6.1.1.1 China Operational Analytics Market by Service Type
    - 10.3.6.1.2 China Operational Analytics Market by Business Function
    - 10.3.6.1.3 China Operational Analytics Market by Application
    - 10.3.6.1.4 China Operational Analytics Market by Deployment Model
    - 10.3.6.1.5 China Operational Analytics Market by Industry Vertical
  - 10.3.6.2 Japan Operational Analytics Market
    - 10.3.6.2.1 Japan Operational Analytics Market by Type
      - 10.3.6.2.1.1 Japan Operational Analytics Market by Service Type
    - 10.3.6.2.2 Japan Operational Analytics Market by Business Function
    - 10.3.6.2.3 Japan Operational Analytics Market by Application
    - 10.3.6.2.4 Japan Operational Analytics Market by Deployment Model
    - 10.3.6.2.5 Japan Operational Analytics Market by Industry Vertical
  - 10.3.6.3 India Operational Analytics Market
    - 10.3.6.3.1 India Operational Analytics Market by Type
      - 10.3.6.3.1.1 India Operational Analytics Market by Service Type
    - 10.3.6.3.2 India Operational Analytics Market by Business Function
    - 10.3.6.3.3 India Operational Analytics Market by Application
    - 10.3.6.3.4 India Operational Analytics Market by Deployment Model
    - 10.3.6.3.5 India Operational Analytics Market by Industry Vertical
  - 10.3.6.4 South Korea Operational Analytics Market
    - 10.3.6.4.1 South Korea Operational Analytics Market by Type
      - 10.3.6.4.1.1 South Korea Operational Analytics Market by Service Type
    - 10.3.6.4.2 South Korea Operational Analytics Market by Business Function
    - 10.3.6.4.3 South Korea Operational Analytics Market by Application
    - 10.3.6.4.4 South Korea Operational Analytics Market by Deployment Model
    - 10.3.6.4.5 South Korea Operational Analytics Market by Industry Vertical
  - 10.3.6.5 Singapore Operational Analytics Market
    - 10.3.6.5.1 Singapore Operational Analytics Market by Type
      - 10.3.6.5.1.1 Singapore Operational Analytics Market by Service Type
    - 10.3.6.5.2 Singapore Operational Analytics Market by Business Function
    - 10.3.6.5.3 Singapore Operational Analytics Market by Application
    - 10.3.6.5.4 Singapore Operational Analytics Market by Deployment Model
    - 10.3.6.5.5 Singapore Operational Analytics Market by Industry Vertical
  - 10.3.6.6 Malaysia Operational Analytics Market
    - 10.3.6.6.1 Malaysia Operational Analytics Market by Type
      - 10.3.6.6.1.1 Malaysia Operational Analytics Market by Service Type
    - 10.3.6.6.2 Malaysia Operational Analytics Market by Business Function
    - 10.3.6.6.3 Malaysia Operational Analytics Market by Application
    - 10.3.6.6.4 Malaysia Operational Analytics Market by Deployment Model
    - 10.3.6.6.5 Malaysia Operational Analytics Market by Industry Vertical
  - 10.3.6.7 Rest of Asia Pacific Operational Analytics Market
    - 10.3.6.7.1 Rest of Asia Pacific Operational Analytics Market by Type
      - 10.3.6.7.1.1 Rest of Asia Pacific Operational Analytics Market by Service Type
    - 10.3.6.7.2 Rest of Asia Pacific Operational Analytics Market by Business Function
    - 10.3.6.7.3 Rest of Asia Pacific Operational Analytics Market by Application
    - 10.3.6.7.4 Rest of Asia Pacific Operational Analytics Market by Deployment Model
    - 10.3.6.7.5 Rest of Asia Pacific Operational Analytics Market by Industry Vertical
10.4 LAMEA Operational Analytics Market
- 10.4.1 LAMEA Operational Analytics Market by Type
  - 10.4.1.1 LAMEA Software Market by Country
  - 10.4.1.2 LAMEA Service Market by Country
  - 10.4.1.3 LAMEA Operational Analytics Market by Service Type
    - 10.4.1.3.1 LAMEA Managed Services Market by Country
    - 10.4.1.3.2 LAMEA Professional Services Market by Country
- 10.4.2 LAMEA Operational Analytics Market by Business Function
  - 10.4.2.1 LAMEA Information Technology (IT) Market by Country
  - 10.4.2.2 LAMEA Sales & Marketing Market by Country
  - 10.4.2.3 LAMEA Finance Market by Country
  - 10.4.2.4 LAMEA Human Resources (HR) Market by Country
  - 10.4.2.5 LAMEA Other Business Function Market by Country
- 10.4.3 LAMEA Operational Analytics Market by Application
  - 10.4.3.1 LAMEA Predictive Asset Maintenance Market by Country
  - 10.4.3.2 LAMEA Risk Management Market by Country
  - 10.4.3.3 LAMEA Fraud Detection Market by Country
  - 10.4.3.4 LAMEA Supply Chain Management Market by Country
  - 10.4.3.5 LAMEA Customer Management Market by Country
  - 10.4.3.6 LAMEA Other Application Market by Country
- 10.4.4 LAMEA Operational Analytics Market by Deployment Model
  - 10.4.4.1 LAMEA Cloud Market by Country
  - 10.4.4.2 LAMEA On-premises Market by Country
- 10.4.5 LAMEA Operational Analytics Market by Industry Vertical
  - 10.4.5.1 LAMEA Telecommunication Market by Country
  - 10.4.5.2 LAMEA Retail & Consumer Goods Market by Country
  - 10.4.5.3 LAMEA Manufacturing Market by Country
  - 10.4.5.4 LAMEA Government & Defense Market by Country
  - 10.4.5.5 LAMEA Energy & Utilities Market by Country
  - 10.4.5.6 LAMEA Healthcare Market by Country
  - 10.4.5.7 LAMEA Other Industry Vertical Market by Country
- 10.4.6 LAMEA Operational Analytics Market by Country
  - 10.4.6.1 Brazil Operational Analytics Market
    - 10.4.6.1.1 Brazil Operational Analytics Market by Type
      - 10.4.6.1.1.1 Brazil Operational Analytics Market by Service Type
    - 10.4.6.1.2 Brazil Operational Analytics Market by Business Function
    - 10.4.6.1.3 Brazil Operational Analytics Market by Application
    - 10.4.6.1.4 Brazil Operational Analytics Market by Deployment Model
    - 10.4.6.1.5 Brazil Operational Analytics Market by Industry Vertical
  - 10.4.6.2 Argentina Operational Analytics Market
    - 10.4.6.2.1 Argentina Operational Analytics Market by Type
      - 10.4.6.2.1.1 Argentina Operational Analytics Market by Service Type
    - 10.4.6.2.2 Argentina Operational Analytics Market by Business Function
    - 10.4.6.2.3 Argentina Operational Analytics Market by Application
    - 10.4.6.2.4 Argentina Operational Analytics Market by Deployment Model
    - 10.4.6.2.5 Argentina Operational Analytics Market by Industry Vertical
  - 10.4.6.3 UAE Operational Analytics Market
    - 10.4.6.3.1 UAE Operational Analytics Market by Type
      - 10.4.6.3.1.1 UAE Operational Analytics Market by Service Type
    - 10.4.6.3.2 UAE Operational Analytics Market by Business Function
    - 10.4.6.3.3 UAE Operational Analytics Market by Application
    - 10.4.6.3.4 UAE Operational Analytics Market by Deployment Model
    - 10.4.6.3.5 UAE Operational Analytics Market by Industry Vertical
  - 10.4.6.4 Saudi Arabia Operational Analytics Market
    - 10.4.6.4.1 Saudi Arabia Operational Analytics Market by Type
      - 10.4.6.4.1.1 Saudi Arabia Operational Analytics Market by Service Type
    - 10.4.6.4.2 Saudi Arabia Operational Analytics Market by Business Function
    - 10.4.6.4.3 Saudi Arabia Operational Analytics Market by Application
    - 10.4.6.4.4 Saudi Arabia Operational Analytics Market by Deployment Model
    - 10.4.6.4.5 Saudi Arabia Operational Analytics Market by Industry Vertical
  - 10.4.6.5 South Africa Operational Analytics Market
    - 10.4.6.5.1 South Africa Operational Analytics Market by Type
      - 10.4.6.5.1.1 South Africa Operational Analytics Market by Service Type
    - 10.4.6.5.2 South Africa Operational Analytics Market by Business Function
    - 10.4.6.5.3 South Africa Operational Analytics Market by Application
    - 10.4.6.5.4 South Africa Operational Analytics Market by Deployment Model
    - 10.4.6.5.5 South Africa Operational Analytics Market by Industry Vertical
  - 10.4.6.6 Nigeria Operational Analytics Market
    - 10.4.6.6.1 Nigeria Operational Analytics Market by Type
      - 10.4.6.6.1.1 Nigeria Operational Analytics Market by Service Type
    - 10.4.6.6.2 Nigeria Operational Analytics Market by Business Function
    - 10.4.6.6.3 Nigeria Operational Analytics Market by Application
    - 10.4.6.6.4 Nigeria Operational Analytics Market by Deployment Model
    - 10.4.6.6.5 Nigeria Operational Analytics Market by Industry Vertical
  - 10.4.6.7 Rest of LAMEA Operational Analytics Market
    - 10.4.6.7.1 Rest of LAMEA Operational Analytics Market by Type
      - 10.4.6.7.1.1 Rest of LAMEA Operational Analytics Market by Service Type
    - 10.4.6.7.2 Rest of LAMEA Operational Analytics Market by Business Function
    - 10.4.6.7.3 Rest of LAMEA Operational Analytics Market by Application
    - 10.4.6.7.4 Rest of LAMEA Operational Analytics Market by Deployment Model
    - 10.4.6.7.5 Rest of LAMEA Operational Analytics Market by Industry Vertical

Chapter 11. Company Profiles

11.1 Google LLC (Alphabet Inc.)
- 11.1.1 Company Overview
- 11.1.2 Financial Analysis
- 11.1.3 Segmental and Regional Analysis
- 11.1.4 Research & Development Expense
- 11.1.5 Recent strategies and developments:
  - 11.1.5.1 Partnerships, Collaborations, and Agreements:
- 11.1.6 SWOT Analysis
11.2 Hewlett Packard Enterprise Company
- 11.2.1 Company Overview
- 11.2.2 Financial Analysis
- 11.2.3 Segmental and Regional Analysis
- 11.2.4 Research & Development Expense
- 11.2.5 Recent strategies and developments:
  - 11.2.5.1 Partnerships, Collaborations, and Agreements:
  - 11.2.5.2 Product Launches and Product Expansions:
- 11.2.6 SWOT Analysis
11.3 Amazon Web Services, Inc. (Amazon.com, Inc.)
- 11.3.1 Company Overview
- 11.3.2 Financial Analysis
- 11.3.3 Segmental Analysis
- 11.3.4 Recent strategies and developments:
  - 11.3.4.1 Partnerships, Collaborations, and Agreements:
- 11.3.5 SWOT Analysis
11.4 Microsoft Corporation
- 11.4.1 Company Overview
- 11.4.2 Financial Analysis
- 11.4.3 Segmental and Regional Analysis
- 11.4.4 Research & Development Expenses
- 11.4.5 Recent strategies and developments:
  - 11.4.5.1 Partnerships, Collaborations, and Agreements:
  - 11.4.5.2 Acquisition and Mergers:
- 11.4.6 SWOT Analysis
11.5 Oracle Corporation
- 11.5.1 Company Overview
- 11.5.2 Financial Analysis
- 11.5.3 Segmental and Regional Analysis
- 11.5.4 Research & Development Expense
- 11.5.5 Recent strategies and developments:
  - 11.5.5.1 Partnerships, Collaborations, and Agreements:
  - 11.5.5.2 Product Launches and Product Expansions:
- 11.5.6 SWOT Analysis
11.6 SAS Institute, Inc.
- 11.6.1 Company Overview
- 11.6.2 Recent strategies and developments:
  - 11.6.2.1 Partnerships, Collaborations, and Agreements:
- 11.6.3 SWOT Analysis
11.7 IBM Corporation
- 11.7.1 Company Overview
- 11.7.2 Financial Analysis
- 11.7.3 Regional & Segmental Analysis
- 11.7.4 Research & Development Expenses
- 11.7.5 Recent strategies and developments:
  - 11.7.5.1 Partnerships, Collaborations, and Agreements:
  - 11.7.5.2 Product Launches and Product Expansions:
  - 11.7.5.3 Acquisition and Mergers:
- 11.7.6 SWOT Analysis
11.8 SAP SE
- 11.8.1 Company Overview
- 11.8.2 Financial Analysis
- 11.8.3 Regional Analysis
- 11.8.4 Research & Development Expense
- 11.8.5 Recent strategies and developments:
  - 11.8.5.1 Partnerships, Collaborations, and Agreements:
  - 11.8.5.2 Product Launches and Product Expansions:
  - 11.8.5.3 Acquisition and Mergers:
- 11.8.6 SWOT Analysis
11.9 Teradata Corporation
- 11.9.1 Company Overview
- 11.9.2 Financial Analysis
- 11.9.3 Regional Analysis
- 11.9.4 Research & Development Expenses
- 11.9.5 SWOT Analysis
11.10. Tibco Software, Inc. (Vista Equity Partners Management, LLC)
- 11.10.1 Company Overview
- 11.10.2 Recent strategies and developments:
  - 11.10.2.1 Product Launches and Product Expansions:
  - 11.10.2.2 Acquisition and Mergers:
- 11.10.3 SWOT Analysis

オペレーションアナリティクスの世界市場規模、シェア、動向分析：タイプ別、ビジネス機能別、アプリケーション別、展開モデル別、業種別、地域別、展望と予測、2024年～2031年

Global Operational Analytics Market Size, Share & Trends Analysis Report By Type, By Business Function, By Application, By Deployment Model (Cloud and On-premises), By Industry Vertical, By Regional Outlook and Forecast, 2024 - 2031

目次

第1章市場範囲と調査手法

第2章市場要覧

第3章市場概要

第4章競合分析- 世界

第5章世界のオペレーションアナリティクス市場：タイプ別

第6章世界のオペレーションアナリティクス市場：ビジネス機能別

第7章世界のオペレーションアナリティクス市場：アプリケーション別

第8章世界のオペレーションアナリティクス市場：展開モデル別

第9章世界のオペレーションアナリティクス市場：業種別

第10章世界のオペレーションアナリティクス市場：地域別

第11章企業プロファイル

第12章オペレーションアナリティクス市場の成功必須条件

LIST OF TABLES

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market at a Glance

Chapter 3. Market Overview

Chapter 4. Competition Analysis - Global

Chapter 5. Global Operational Analytics Market by Type

Chapter 6. Global Operational Analytics Market by Business Function

Chapter 7. Global Operational Analytics Market by Application

Chapter 8. Global Operational Analytics Market by Deployment Model

Chapter 9. Global Operational Analytics Market by Industry Vertical

Chapter 10. Global Operational Analytics Market by Region

Chapter 11. Company Profiles

Chapter 12. Winning Imperatives of Operational Analytics Market

オペレーションアナリティクスの世界市場規模、シェア、動向分析：タイプ別、ビジネス機能別、アプリケーション別、展開モデル別、業種別、地域別、展望と予測、2024年～2031年

Global Operational Analytics Market Size, Share & Trends Analysis Report By Type, By Business Function, By Application, By Deployment Model (Cloud and On-premises), By Industry Vertical, By Regional Outlook and Forecast, 2024 - 2031

目次

第1章 市場範囲と調査手法

第2章 市場要覧

第3章 市場概要

第4章 競合分析- 世界

第5章 世界のオペレーションアナリティクス市場：タイプ別

第6章 世界のオペレーションアナリティクス市場：ビジネス機能別

第7章 世界のオペレーションアナリティクス市場：アプリケーション別

第8章 世界のオペレーションアナリティクス市場：展開モデル別

第9章 世界のオペレーションアナリティクス市場：業種別

第10章 世界のオペレーションアナリティクス市場：地域別

第11章 企業プロファイル

第12章 オペレーションアナリティクス市場の成功必須条件

LIST OF TABLES

Table of Contents

Chapter 1. Market Scope & Methodology

Chapter 2. Market at a Glance

Chapter 3. Market Overview

Chapter 4. Competition Analysis - Global

Chapter 5. Global Operational Analytics Market by Type

Chapter 6. Global Operational Analytics Market by Business Function

Chapter 7. Global Operational Analytics Market by Application

Chapter 8. Global Operational Analytics Market by Deployment Model

Chapter 9. Global Operational Analytics Market by Industry Vertical

Chapter 10. Global Operational Analytics Market by Region

Chapter 11. Company Profiles

Chapter 12. Winning Imperatives of Operational Analytics Market

第1章市場範囲と調査手法

第2章市場要覧

第3章市場概要

第4章競合分析- 世界

第5章世界のオペレーションアナリティクス市場：タイプ別

第6章世界のオペレーションアナリティクス市場：ビジネス機能別

第7章世界のオペレーションアナリティクス市場：アプリケーション別

第8章世界のオペレーションアナリティクス市場：展開モデル別

第9章世界のオペレーションアナリティクス市場：業種別

第10章世界のオペレーションアナリティクス市場：地域別

第11章企業プロファイル

第12章オペレーションアナリティクス市場の成功必須条件