市場調査レポート

商品コード

ビジネスにおけるAIと機械学習の世界市場規模、シェア、動向分析レポート：コンポーネント別、企業規模別、業界別、用途別、地域別の展望と予測、2024年～2031年

Global AI and Machine Learning in Business Market Size, Share & Trends Analysis Report By Component (Solution and Services), By Enterprise Size, By Industry Vertical, By Application, By Regional Outlook and Forecast, 2024 - 2031

出版日: 2024年05月31日
発行: KBV Research
ページ情報: 英文 351 Pages
納期: 即納可能

価格

PDF (Single User License)

USD 3,600 529,164円

レポートPDFを1名のみがご利用頂けるライセンスです。PDF内のテキスト等のコピー＆ペーストは可能です。PDFの印刷は可能で、回数に制限はありません。印刷したもののご利用はPDFのご利用範囲に準拠します。

PDF (Multi User License)

USD 4,320 634,996円

レポートPDFを同一企業内の10名までご利用頂けるライセンスです。PDF内のテキスト等のコピー＆ペーストは可能です。PDFの印刷は可能で、回数に制限はありません。印刷したもののご利用はPDFのご利用範囲に準拠します。

PDF (Corporate User License)

USD 6,048 888,995円

レポートPDFを同一企業のすべての方にご利用頂けるライセンスです。PDF内のテキスト等のコピー＆ペーストは可能です。PDFの印刷は可能で、回数に制限はありません。印刷したもののご利用はPDFのご利用範囲に準拠します。

価格表記: USDを日本円(税抜)に換算

本日の銀行送金レート: 1USD=146.99円

全表示
概要
図表
目次

概要

サンプル依頼リストに入れる

ビジネスにおけるAIと機械学習の市場規模は、予測期間中に30.9%のCAGRで市場成長し、2031年までに1兆1,984億米ドルに達すると予想されています。

KBVカーディナルマトリックスで提示された分析に基づくと、Microsoft CorporationとGoogle LLCは、ビジネス市場におけるAIと機械学習の先駆者です。2024年4月、Microsoft Corporationはアブダビ銀行（FAB）と協力して、新しいAIベースの銀行機能を開発しました。NVIDIA Corporation、Amazon.com、Inc.、IBM Corporationなどの企業は、市場の主要なイノベーターの一部です。

市場成長要因

AI対応のツールやプラットフォームの台頭により、ビジネス運営の情勢は大きく変わりつつあり、企業には広範な技術的知識を必要とせずにAIを活用する前例のない機会が提供されています。AIを民主化することで、これらのプラットフォームやツールは、あらゆる規模のあらゆる業界の組織が、顧客体験を強化し、イノベーションを推進し、効率を高めるAIソリューションを作成し、実装することを可能にします。したがって、これらのツールとプラットフォームの進歩は、予測期間全体を通じて市場の成長を支えることになります。

AIと機械学習のテクノロジーは、ヘルスケア、金融、小売、製造など、多くの業界で幅広く採用されています。この採用の増加は、業務の最適化、顧客体験の向上、さまざまなセクターでのイノベーションの推進におけるAIの変革の可能性の認識によって促進されています。同様に、金融では、AIと機械学習によって不正検出、リスク管理、顧客サービスが強化されます。したがって、業界全体でAIと機械学習の採用が増えていることが市場の成長を促進し、企業の業務を変革しています。

市場抑制要因

人工知能（AI）と機械学習（ML）の熟練した専門家の不足は、これらのテクノロジーを活用したいと考えている企業にとって大きな課題となっています。AIとMLの急速な進歩により、現在の供給をはるかに超える専門人材の需要が生まれています。その結果、この分野の熟練した専門家の採用と維持は、組織、特にリソースが限られている中小企業にとって非常に困難になる可能性があります。したがって、熟練した専門家の深刻な不足は、市場の成長を大幅に妨げる可能性があります。

コンポーネント別の展望

コンポーネントに基づいて、市場はソリューションとサービスに分かれています。サービスセグメントは、2023年に市場で42％の収益シェアを獲得しました。AIおよびMLサービスには、企業がAI実装の機会を特定し、戦略を策定し、AI採用の複雑さを乗り越えるのに役立つコンサルティングおよびアドバイザリサービスが含まれることがよくあります。これらのサービスには、AIソリューションの開発と既存システムへの統合も含まれる場合があります。これには、カスタムAIモデルの構築、サードパーティのAIツールの統合、既存のインフラストラクチャとの互換性の確保などが含まれます。

企業規模別の展望

企業規模に基づいて、市場は大企業と中小企業に分類されます。中小企業セグメントは、2023年に市場で42％の収益シェアを記録しました。AIと機械学習を活用したツールは、中小企業にとってよりアクセスしやすく手頃な価格になりつつあります。クラウドコンピューティングとサービスとしてのソフトウェア（SaaS）モデルにより、中小企業はハードウェアやソフトウェアに多額の先行投資をすることなく、AIと機械学習ツールにアクセスできます。中小企業はリソースが限られていることが多く、可能な限り効率化する必要があります。

用途別の展望

用途別に見ると、市場は予測分析、サイバーセキュリティ、サプライチェーンと在庫管理、データ分析、その他に分類されます。サプライチェーンと在庫管理セグメントは、2023年に市場で15％の収益シェアを獲得しました。サプライチェーンと在庫管理を強化するために、AIと機械学習をモノのインターネット（IoT）デバイスやその他のテクノロジーと統合することがますます普及しています。

業界別の展望

業界別では、市場はBFSI、IT・通信、小売、製造・物流、エネルギー部門・公益事業、ヘルスケアなどに区分されています。小売部門は2023年に市場で15％の収益シェアを獲得しました。顧客の行動や歩行パターンなどの店内データを分析することで、AIと機械学習は店舗レイアウトを最適化し、ショッピング体験を向上させることができます。さらに、AIと機械学習アルゴリズムは顧客データを分析して、パーソナライズされた製品の推奨を提供することができます。

地域別の展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAにわたって分析されています。北米セグメントは、2023年に市場で39％の収益シェアを記録しました。主要なテクノロジー企業や学術機関は北米に拠点を置いており、AIと機械学習の革新を推進しています。これらの進歩は、さまざまな地域の業界でAIと機械学習テクノロジーの採用を促進しています。

AIおよび機械学習ビジネス市場における競合は熾烈で、Google、Microsoft、IBM、Amazon Web Servicesなどの大手テクノロジー企業、アジャイルスタートアップ、ニッチソリューションプロバイダーが牽引しています。コンサルティング会社やシステムインテグレーターも、実装と統合の専門知識を提供することで重要な役割を果たしています。データ主導の洞察と自動化の需要が高まる中、企業はイノベーション、カスタマイズ、戦略的パートナーシップを通じて競争しています。成功の鍵は、差別化、価値の提供、そして進化する情勢への適応力の維持です。

北米
- 北米市場：国別
  - 米国
  - カナダ
  - メキシコ
  - その他北米地域
欧州
- 欧州市場：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10章企業プロファイル

NVIDIA Corporation
Google LLC（Alphabet Inc）
Baidu, Inc
SAP SE
Hewlett Packard Enterprise Company
Microsoft Corporation
IBM Corporation
Intel Corporation
Salesforce, Inc
Amazoncom, Inc.

第11章ビジネスにおけるAIと機械学習市場の成功必須条件

図表

LIST OF TABLES

TABLE 1 Global AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 2 Global AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 3 Partnerships, Collaborations and Agreements- AI and Machine Learning in Business Market
TABLE 4 Product Launches And Product Expansions- AI and Machine Learning in Business Market
TABLE 5 Acquisition and Mergers- AI and Machine Learning in Business Market
TABLE 6 Global AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 7 Global AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 8 Global Solution Market by Region, 2020 - 2023, USD Million
TABLE 9 Global Solution Market by Region, 2024 - 2031, USD Million
TABLE 10 Global Services Market by Region, 2020 - 2023, USD Million
TABLE 11 Global Services Market by Region, 2024 - 2031, USD Million
TABLE 12 Global AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 13 Global AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 14 Global Large Enterprise Market by Region, 2020 - 2023, USD Million
TABLE 15 Global Large Enterprise Market by Region, 2024 - 2031, USD Million
TABLE 16 Global Small & Middle-sized Enterprise Market by Region, 2020 - 2023, USD Million
TABLE 17 Global Small & Middle-sized Enterprise Market by Region, 2024 - 2031, USD Million
TABLE 18 Global AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 19 Global AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 20 Global BFSI Market by Region, 2020 - 2023, USD Million
TABLE 21 Global BFSI Market by Region, 2024 - 2031, USD Million
TABLE 22 Global IT & Telecom Market by Region, 2020 - 2023, USD Million
TABLE 23 Global IT & Telecom Market by Region, 2024 - 2031, USD Million
TABLE 24 Global Retail Market by Region, 2020 - 2023, USD Million
TABLE 25 Global Retail Market by Region, 2024 - 2031, USD Million
TABLE 26 Global Energy Sector & Utilities Market by Region, 2020 - 2023, USD Million
TABLE 27 Global Energy Sector & Utilities Market by Region, 2024 - 2031, USD Million
TABLE 28 Global Manufacturing & Logistics Market by Region, 2020 - 2023, USD Million
TABLE 29 Global Manufacturing & Logistics Market by Region, 2024 - 2031, USD Million
TABLE 30 Global Healthcare Market by Region, 2020 - 2023, USD Million
TABLE 31 Global Healthcare Market by Region, 2024 - 2031, USD Million
TABLE 32 Global Others Market by Region, 2020 - 2023, USD Million
TABLE 33 Global Others Market by Region, 2024 - 2031, USD Million
TABLE 34 Global AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 35 Global AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 36 Global Data Analytics Market by Region, 2020 - 2023, USD Million
TABLE 37 Global Data Analytics Market by Region, 2024 - 2031, USD Million
TABLE 38 Global Predictive Analytics Market by Region, 2020 - 2023, USD Million
TABLE 39 Global Predictive Analytics Market by Region, 2024 - 2031, USD Million
TABLE 40 Global Cyber Security Market by Region, 2020 - 2023, USD Million
TABLE 41 Global Cyber Security Market by Region, 2024 - 2031, USD Million
TABLE 42 Global Supply Chain & Inventory Management Market by Region, 2020 - 2023, USD Million
TABLE 43 Global Supply Chain & Inventory Management Market by Region, 2024 - 2031, USD Million
TABLE 44 Global Others Market by Region, 2020 - 2023, USD Million
TABLE 45 Global Others Market by Region, 2024 - 2031, USD Million
TABLE 46 Global AI and Machine Learning in Business Market by Region, 2020 - 2023, USD Million
TABLE 47 Global AI and Machine Learning in Business Market by Region, 2024 - 2031, USD Million
TABLE 48 North America AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 49 North America AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 50 North America AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 51 North America AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 52 North America Solution Market by Region, 2020 - 2023, USD Million
TABLE 53 North America Solution Market by Region, 2024 - 2031, USD Million
TABLE 54 North America Services Market by Region, 2020 - 2023, USD Million
TABLE 55 North America Services Market by Region, 2024 - 2031, USD Million
TABLE 56 North America AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 57 North America AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 58 North America Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 59 North America Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 60 North America Small & Middle-sized Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 61 North America Small & Middle-sized Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 62 North America AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 63 North America AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 64 North America BFSI Market by Country, 2020 - 2023, USD Million
TABLE 65 North America BFSI Market by Country, 2024 - 2031, USD Million
TABLE 66 North America IT & Telecom Market by Country, 2020 - 2023, USD Million
TABLE 67 North America IT & Telecom Market by Country, 2024 - 2031, USD Million
TABLE 68 North America Retail Market by Country, 2020 - 2023, USD Million
TABLE 69 North America Retail Market by Country, 2024 - 2031, USD Million
TABLE 70 North America Energy Sector & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 71 North America Energy Sector & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 72 North America Manufacturing & Logistics Market by Country, 2020 - 2023, USD Million
TABLE 73 North America Manufacturing & Logistics Market by Country, 2024 - 2031, USD Million
TABLE 74 North America Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 75 North America Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 76 North America Others Market by Country, 2020 - 2023, USD Million
TABLE 77 North America Others Market by Country, 2024 - 2031, USD Million
TABLE 78 North America AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 79 North America AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 80 North America Data Analytics Market by Country, 2020 - 2023, USD Million
TABLE 81 North America Data Analytics Market by Country, 2024 - 2031, USD Million
TABLE 82 North America Predictive Analytics Market by Country, 2020 - 2023, USD Million
TABLE 83 North America Predictive Analytics Market by Country, 2024 - 2031, USD Million
TABLE 84 North America Cyber Security Market by Country, 2020 - 2023, USD Million
TABLE 85 North America Cyber Security Market by Country, 2024 - 2031, USD Million
TABLE 86 North America Supply Chain & Inventory Management Market by Country, 2020 - 2023, USD Million
TABLE 87 North America Supply Chain & Inventory Management Market by Country, 2024 - 2031, USD Million
TABLE 88 North America Others Market by Country, 2020 - 2023, USD Million
TABLE 89 North America Others Market by Country, 2024 - 2031, USD Million
TABLE 90 North America AI and Machine Learning in Business Market by Country, 2020 - 2023, USD Million
TABLE 91 North America AI and Machine Learning in Business Market by Country, 2024 - 2031, USD Million
TABLE 92 US AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 93 US AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 94 US AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 95 US AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 96 US AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 97 US AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 98 US AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 99 US AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 100 US AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 101 US AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 102 Canada AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 103 Canada AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 104 Canada AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 105 Canada AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 106 Canada AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 107 Canada AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 108 Canada AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 109 Canada AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 110 Canada AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 111 Canada AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 112 Mexico AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 113 Mexico AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 114 Mexico AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 115 Mexico AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 116 Mexico AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 117 Mexico AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 118 Mexico AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 119 Mexico AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 120 Mexico AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 121 Mexico AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 122 Rest of North America AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 123 Rest of North America AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 124 Rest of North America AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 125 Rest of North America AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 126 Rest of North America AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 127 Rest of North America AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 128 Rest of North America AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 129 Rest of North America AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 130 Rest of North America AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 131 Rest of North America AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 132 Europe AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 133 Europe AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 134 Europe AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 135 Europe AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 136 Europe Solution Market by Country, 2020 - 2023, USD Million
TABLE 137 Europe Solution Market by Country, 2024 - 2031, USD Million
TABLE 138 Europe Services Market by Country, 2020 - 2023, USD Million
TABLE 139 Europe Services Market by Country, 2024 - 2031, USD Million
TABLE 140 Europe AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 141 Europe AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 142 Europe Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 143 Europe Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 144 Europe Small & Middle-sized Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 145 Europe Small & Middle-sized Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 146 Europe AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 147 Europe AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 148 Europe BFSI Market by Country, 2020 - 2023, USD Million
TABLE 149 Europe BFSI Market by Country, 2024 - 2031, USD Million
TABLE 150 Europe IT & Telecom Market by Country, 2020 - 2023, USD Million
TABLE 151 Europe IT & Telecom Market by Country, 2024 - 2031, USD Million
TABLE 152 Europe Retail Market by Country, 2020 - 2023, USD Million
TABLE 153 Europe Retail Market by Country, 2024 - 2031, USD Million
TABLE 154 Europe Energy Sector & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 155 Europe Energy Sector & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 156 Europe Manufacturing & Logistics Market by Country, 2020 - 2023, USD Million
TABLE 157 Europe Manufacturing & Logistics Market by Country, 2024 - 2031, USD Million
TABLE 158 Europe Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 159 Europe Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 160 Europe Others Market by Country, 2020 - 2023, USD Million
TABLE 161 Europe Others Market by Country, 2024 - 2031, USD Million
TABLE 162 Europe AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 163 Europe AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 164 Europe Data Analytics Market by Country, 2020 - 2023, USD Million
TABLE 165 Europe Data Analytics Market by Country, 2024 - 2031, USD Million
TABLE 166 Europe Predictive Analytics Market by Country, 2020 - 2023, USD Million
TABLE 167 Europe Predictive Analytics Market by Country, 2024 - 2031, USD Million
TABLE 168 Europe Cyber Security Market by Country, 2020 - 2023, USD Million
TABLE 169 Europe Cyber Security Market by Country, 2024 - 2031, USD Million
TABLE 170 Europe Supply Chain & Inventory Management Market by Country, 2020 - 2023, USD Million
TABLE 171 Europe Supply Chain & Inventory Management Market by Country, 2024 - 2031, USD Million
TABLE 172 Europe Others Market by Country, 2020 - 2023, USD Million
TABLE 173 Europe Others Market by Country, 2024 - 2031, USD Million
TABLE 174 Europe AI and Machine Learning in Business Market by Country, 2020 - 2023, USD Million
TABLE 175 Europe AI and Machine Learning in Business Market by Country, 2024 - 2031, USD Million
TABLE 176 Germany AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 177 Germany AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 178 Germany AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 179 Germany AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 180 Germany AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 181 Germany AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 182 Germany AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 183 Germany AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 184 Germany AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 185 Germany AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 186 UK AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 187 UK AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 188 UK AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 189 UK AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 190 UK AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 191 UK AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 192 UK AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 193 UK AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 194 UK AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 195 UK AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 196 France AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 197 France AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 198 France AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 199 France AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 200 France AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 201 France AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 202 France AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 203 France AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 204 France AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 205 France AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 206 Russia AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 207 Russia AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 208 Russia AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 209 Russia AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 210 Russia AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 211 Russia AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 212 Russia AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 213 Russia AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 214 Russia AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 215 Russia AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 216 Spain AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 217 Spain AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 218 Spain AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 219 Spain AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 220 Spain AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 221 Spain AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 222 Spain AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 223 Spain AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 224 Spain AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 225 Spain AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 226 Italy AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 227 Italy AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 228 Italy AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 229 Italy AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 230 Italy AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 231 Italy AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 232 Italy AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 233 Italy AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 234 Italy AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 235 Italy AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 236 Rest of Europe AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 237 Rest of Europe AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 238 Rest of Europe AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 239 Rest of Europe AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 240 Rest of Europe AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 241 Rest of Europe AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 242 Rest of Europe AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 243 Rest of Europe AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 244 Rest of Europe AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 245 Rest of Europe AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 246 Asia Pacific AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 247 Asia Pacific AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 248 Asia Pacific AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 249 Asia Pacific AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 250 Asia Pacific Solution Market by Country, 2020 - 2023, USD Million
TABLE 251 Asia Pacific Solution Market by Country, 2024 - 2031, USD Million
TABLE 252 Asia Pacific Services Market by Country, 2020 - 2023, USD Million
TABLE 253 Asia Pacific Services Market by Country, 2024 - 2031, USD Million
TABLE 254 Asia Pacific AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 255 Asia Pacific AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 256 Asia Pacific Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 257 Asia Pacific Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 258 Asia Pacific Small & Middle-sized Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 259 Asia Pacific Small & Middle-sized Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 260 Asia Pacific AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 261 Asia Pacific AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 262 Asia Pacific BFSI Market by Country, 2020 - 2023, USD Million
TABLE 263 Asia Pacific BFSI Market by Country, 2024 - 2031, USD Million
TABLE 264 Asia Pacific IT & Telecom Market by Country, 2020 - 2023, USD Million
TABLE 265 Asia Pacific IT & Telecom Market by Country, 2024 - 2031, USD Million
TABLE 266 Asia Pacific Retail Market by Country, 2020 - 2023, USD Million
TABLE 267 Asia Pacific Retail Market by Country, 2024 - 2031, USD Million
TABLE 268 Asia Pacific Energy Sector & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 269 Asia Pacific Energy Sector & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 270 Asia Pacific Manufacturing & Logistics Market by Country, 2020 - 2023, USD Million
TABLE 271 Asia Pacific Manufacturing & Logistics Market by Country, 2024 - 2031, USD Million
TABLE 272 Asia Pacific Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 273 Asia Pacific Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 274 Asia Pacific Others Market by Country, 2020 - 2023, USD Million
TABLE 275 Asia Pacific Others Market by Country, 2024 - 2031, USD Million
TABLE 276 Asia Pacific AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 277 Asia Pacific AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 278 Asia Pacific Data Analytics Market by Country, 2020 - 2023, USD Million
TABLE 279 Asia Pacific Data Analytics Market by Country, 2024 - 2031, USD Million
TABLE 280 Asia Pacific Predictive Analytics Market by Country, 2020 - 2023, USD Million
TABLE 281 Asia Pacific Predictive Analytics Market by Country, 2024 - 2031, USD Million
TABLE 282 Asia Pacific Cyber Security Market by Country, 2020 - 2023, USD Million
TABLE 283 Asia Pacific Cyber Security Market by Country, 2024 - 2031, USD Million
TABLE 284 Asia Pacific Supply Chain & Inventory Management Market by Country, 2020 - 2023, USD Million
TABLE 285 Asia Pacific Supply Chain & Inventory Management Market by Country, 2024 - 2031, USD Million
TABLE 286 Asia Pacific Others Market by Country, 2020 - 2023, USD Million
TABLE 287 Asia Pacific Others Market by Country, 2024 - 2031, USD Million
TABLE 288 Asia Pacific AI and Machine Learning in Business Market by Country, 2020 - 2023, USD Million
TABLE 289 Asia Pacific AI and Machine Learning in Business Market by Country, 2024 - 2031, USD Million

TABLE 290 China AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 291 China AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 292 China AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 293 China AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 294 China AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 295 China AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 296 China AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 297 China AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 298 China AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 299 China AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 300 Japan AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 301 Japan AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 302 Japan AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 303 Japan AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 304 Japan AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 305 Japan AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 306 Japan AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 307 Japan AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 308 Japan AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 309 Japan AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 310 India AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 311 India AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 312 India AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 313 India AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 314 India AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 315 India AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 316 India AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 317 India AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 318 India AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 319 India AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 320 South Korea AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 321 South Korea AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 322 South Korea AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 323 South Korea AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 324 South Korea AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 325 South Korea AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 326 South Korea AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 327 South Korea AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 328 South Korea AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 329 South Korea AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 330 Singapore AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 331 Singapore AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 332 Singapore AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 333 Singapore AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 334 Singapore AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 335 Singapore AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 336 Singapore AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 337 Singapore AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 338 Singapore AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 339 Singapore AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 340 Malaysia AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 341 Malaysia AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 342 Malaysia AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 343 Malaysia AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 344 Malaysia AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 345 Malaysia AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 346 Malaysia AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 347 Malaysia AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 348 Malaysia AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 349 Malaysia AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 350 Rest of Asia Pacific AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 351 Rest of Asia Pacific AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 352 Rest of Asia Pacific AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 353 Rest of Asia Pacific AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 354 Rest of Asia Pacific AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 355 Rest of Asia Pacific AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 356 Rest of Asia Pacific AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 357 Rest of Asia Pacific AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 358 Rest of Asia Pacific AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 359 Rest of Asia Pacific AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 360 LAMEA AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 361 LAMEA AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 362 LAMEA AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 363 LAMEA AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 364 LAMEA Solution Market by Country, 2020 - 2023, USD Million
TABLE 365 LAMEA Solution Market by Country, 2024 - 2031, USD Million
TABLE 366 LAMEA Services Market by Country, 2020 - 2023, USD Million
TABLE 367 LAMEA Services Market by Country, 2024 - 2031, USD Million
TABLE 368 LAMEA AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 369 LAMEA AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 370 LAMEA Large Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 371 LAMEA Large Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 372 LAMEA Small & Middle-sized Enterprise Market by Country, 2020 - 2023, USD Million
TABLE 373 LAMEA Small & Middle-sized Enterprise Market by Country, 2024 - 2031, USD Million
TABLE 374 LAMEA AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 375 LAMEA AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 376 LAMEA BFSI Market by Country, 2020 - 2023, USD Million
TABLE 377 LAMEA BFSI Market by Country, 2024 - 2031, USD Million
TABLE 378 LAMEA IT & Telecom Market by Country, 2020 - 2023, USD Million
TABLE 379 LAMEA IT & Telecom Market by Country, 2024 - 2031, USD Million
TABLE 380 LAMEA Retail Market by Country, 2020 - 2023, USD Million
TABLE 381 LAMEA Retail Market by Country, 2024 - 2031, USD Million
TABLE 382 LAMEA Energy Sector & Utilities Market by Country, 2020 - 2023, USD Million
TABLE 383 LAMEA Energy Sector & Utilities Market by Country, 2024 - 2031, USD Million
TABLE 384 LAMEA Manufacturing & Logistics Market by Country, 2020 - 2023, USD Million
TABLE 385 LAMEA Manufacturing & Logistics Market by Country, 2024 - 2031, USD Million
TABLE 386 LAMEA Healthcare Market by Country, 2020 - 2023, USD Million
TABLE 387 LAMEA Healthcare Market by Country, 2024 - 2031, USD Million
TABLE 388 LAMEA Others Market by Country, 2020 - 2023, USD Million
TABLE 389 LAMEA Others Market by Country, 2024 - 2031, USD Million
TABLE 390 LAMEA AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 391 LAMEA AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 392 LAMEA Data Analytics Market by Country, 2020 - 2023, USD Million
TABLE 393 LAMEA Data Analytics Market by Country, 2024 - 2031, USD Million
TABLE 394 LAMEA Predictive Analytics Market by Country, 2020 - 2023, USD Million
TABLE 395 LAMEA Predictive Analytics Market by Country, 2024 - 2031, USD Million
TABLE 396 LAMEA Cyber Security Market by Country, 2020 - 2023, USD Million
TABLE 397 LAMEA Cyber Security Market by Country, 2024 - 2031, USD Million
TABLE 398 LAMEA Supply Chain & Inventory Management Market by Country, 2020 - 2023, USD Million
TABLE 399 LAMEA Supply Chain & Inventory Management Market by Country, 2024 - 2031, USD Million
TABLE 400 LAMEA Others Market by Country, 2020 - 2023, USD Million
TABLE 401 LAMEA Others Market by Country, 2024 - 2031, USD Million
TABLE 402 LAMEA AI and Machine Learning in Business Market by Country, 2020 - 2023, USD Million
TABLE 403 LAMEA AI and Machine Learning in Business Market by Country, 2024 - 2031, USD Million
TABLE 404 Brazil AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 405 Brazil AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 406 Brazil AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 407 Brazil AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 408 Brazil AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 409 Brazil AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 410 Brazil AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 411 Brazil AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 412 Brazil AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 413 Brazil AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 414 Argentina AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 415 Argentina AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 416 Argentina AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 417 Argentina AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 418 Argentina AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 419 Argentina AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 420 Argentina AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 421 Argentina AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 422 Argentina AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 423 Argentina AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 424 UAE AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 425 UAE AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 426 UAE AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 427 UAE AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 428 UAE AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 429 UAE AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 430 UAE AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 431 UAE AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 432 UAE AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 433 UAE AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 434 Saudi Arabia AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 435 Saudi Arabia AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 436 Saudi Arabia AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 437 Saudi Arabia AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 438 Saudi Arabia AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 439 Saudi Arabia AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 440 Saudi Arabia AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 441 Saudi Arabia AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 442 Saudi Arabia AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 443 Saudi Arabia AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 444 South Africa AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 445 South Africa AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 446 South Africa AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 447 South Africa AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 448 South Africa AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 449 South Africa AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 450 South Africa AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 451 South Africa AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 452 South Africa AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 453 South Africa AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 454 Nigeria AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 455 Nigeria AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 456 Nigeria AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 457 Nigeria AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 458 Nigeria AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 459 Nigeria AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 460 Nigeria AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 461 Nigeria AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 462 Nigeria AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 463 Nigeria AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 464 Rest of LAMEA AI and Machine Learning in Business Market, 2020 - 2023, USD Million
TABLE 465 Rest of LAMEA AI and Machine Learning in Business Market, 2024 - 2031, USD Million
TABLE 466 Rest of LAMEA AI and Machine Learning in Business Market by Component, 2020 - 2023, USD Million
TABLE 467 Rest of LAMEA AI and Machine Learning in Business Market by Component, 2024 - 2031, USD Million
TABLE 468 Rest of LAMEA AI and Machine Learning in Business Market by Enterprise Size, 2020 - 2023, USD Million
TABLE 469 Rest of LAMEA AI and Machine Learning in Business Market by Enterprise Size, 2024 - 2031, USD Million
TABLE 470 Rest of LAMEA AI and Machine Learning in Business Market by Industry Vertical, 2020 - 2023, USD Million
TABLE 471 Rest of LAMEA AI and Machine Learning in Business Market by Industry Vertical, 2024 - 2031, USD Million
TABLE 472 Rest of LAMEA AI and Machine Learning in Business Market by Application, 2020 - 2023, USD Million
TABLE 473 Rest of LAMEA AI and Machine Learning in Business Market by Application, 2024 - 2031, USD Million
TABLE 474 Key Information - NVIDIA Corporation
TABLE 475 Key Information - Google LLC
TABLE 476 Key Information - Baidu, Inc.
TABLE 477 Key Information - SAP SE
TABLE 478 Key Information - Hewlett Packard Enterprise Company
TABLE 479 Key Information - Microsoft Corporation
TABLE 480 Key Information - IBM Corporation
TABLE 481 Key Information - Intel Corporation
TABLE 482 Key Information - Salesforce, Inc.
TABLE 483 Key Information - Amazon.com, Inc.

The Global AI and Machine Learning in Business Market size is expected to reach $1198.4 billion by 2031, rising at a market growth of 30.9% CAGR during the forecast period.

Algorithms utilizing AI and ML can detect and simultaneously respond to cybersecurity threats by analyzing network traffic patterns. These technologies can help IT and telecom companies protect their networks, data, and systems from cyber-attacks. Hence, the IT & telecom segment captured 1/4th revenue share in the market in 2023. In the telecom sector, AI and machine learning implement network slicing, allowing operators to create virtualized networks tailored to specific use cases or customer requirements. This facilitates enhanced utilization of network resources and improved assistance for a wide range of applications and services.

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 September, 2023, NVIDIA Corporation partnered with Reliance Industries Limited. The partnership is being done to boost India's artificial intelligence and semiconductor chip ambitions. Additionally, In November, 2023, Google LLC is collaborating with Symphony Limited, to ramp up its voice analytics offering to banks and investment firms. This collaboration will enhance the portfolio of the company.

Based on the Analysis presented in the KBV Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the AI and Machine Learning in Business Market. In April, 2024, Microsoft Corporation collaborated with Abu Dhabi Bank (FAB), to develop new AI-based banking capabilities. Companies such as NVIDIA Corporation, Amazon.com, Inc., IBM Corporation are some of the key innovators in the Market.

Market Growth Factors

The rise of AI-enabled tools and platforms is significantly transforming the landscape of business operations, offering companies unprecedented opportunities to leverage AI without the need for extensive technical knowledge. By democratizing AI, these platforms and tools enable organizations of any size and in any industry to create and implement AI solutions that enhance customer experiences, drive innovation, and increase efficiency. Thus, the progression of these tools and platforms will support the growth of the market throughout the forecast period.

AI and machine learning technologies are experiencing widespread adoption across many industries, including healthcare, finance, retail, and manufacturing. This increasing adoption is fueled by the recognition of AI's transformative potential in optimizing operations, enhancing customer experiences, and driving innovation across diverse sectors. Similarly, in finance, AI and machine learning enhance fraud detection, risk management, and customer service. Therefore, the increasing adoption of AI and machine learning across industries is driving market growth and transforming businesses' operations.

Market Restraining Factors

The shortage of skilled professionals in artificial intelligence (AI) and machine learning (ML) presents a significant challenge for businesses looking to leverage these technologies. The rapid advancement of AI and ML has created a demand for specialized talent that is far exceeding the current supply. As a result, recruiting and retaining skilled professionals in this field can be extremely challenging for organizations, particularly smaller businesses with limited resources. Thus, the dire lack of skilled professionals may significantly hamper the market's growth.

Component Outlook

Based on component, the market is bifurcated into solution and services. The services segment procured 42% revenue share in the market in 2023. AI and ML services often include consulting and advisory services to help businesses identify opportunities for AI implementation, develop a strategy, and navigate the complexities of AI adoption. These services can also involve developing and integrating AI solutions into existing systems. This can include building custom AI models, integrating third-party AI tools, and ensuring compatibility with existing infrastructure.

Enterprise Size Outlook

On the basis of enterprise size, the market is classified into large enterprises and small & middle-sized enterprises. The small & middle-sized enterprises segment recorded 42% revenue share in the market in 2023. Tools utilizing AI and machine learning are becoming more accessible and affordable to SMBs. Cloud computing and software-as-a-service (SaaS) models allow SMEs to access AI and machine learning tools without significant upfront investment in hardware or software. SMEs often have limited resources and need to be as efficient as possible.

Application Outlook

By application, the market is divided into predictive analytics, cyber security, supply chain & inventory management, data analytics, and others. The supply chain & inventory management segment garnered 15% revenue share in the market in 2023. The integration of AI and machine learning with Internet of Things (IoT) devices and other technologies is becoming more prevalent in order to augment supply chain and inventory management.

Industry Vertical Outlook

Based on industry vertical, the market is segmented into BFSI, IT & telecom, retail, manufacturing & logistics, energy sector & utilities, healthcare, and others. The retail segment garnered 15% revenue share in the Market in 2023. By analyzing in-store data such as customer behavior and foot traffic patterns, AI and machine learning can optimize store layouts and enhance the shopping experience. Moreover, AI and machine learning algorithms can analyze customer data to provide personalized product recommendations.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded 39% revenue share in the market in 2023. Leading technology companies, as well as academic institutions, are located in North America, which drives innovation in AI and machine learning. These advancements fuel the adoption of AI and machine learning technologies across various regional industries.

Competition in the AI and machine learning business market is fierce, driven by tech giants like Google, Microsoft, IBM, and Amazon Web Services, alongside agile startups and niche solution providers. Consulting firms and system integrators also play a significant role, offering expertise in implementation and integration. With increasing demand for data-driven insights and automation, companies compete through innovation, customization, and strategic partnerships. Success hinges on differentiation, delivering value, and staying adaptable in an evolving landscape.

Recent Strategies Deployed in the Market

Apr-2024: Nvidia entered into an agreement to acquire Run:ai, a Kubernetes-based workload management and orchestration software provider. With this acquisition, the company aims to enable its clients to use artificial intelligence (AI) computing resources effiiciently.
Apr-2024: Microsoft Corporation collaborated with Abu Dhabi Bank (FAB), offering personal and private banking services, to develop new AI-based banking capabilities. Through this collaboration the company will accelerate advances in generative AI, intelligent automation, and machine learning for financial services.
Mar-2024: Hewlett Packard Enterprise Company revealed two generative AI solutions that provide all the necessary compute, storage, software, networking, and consulting services. These solutions are designed to expedite an organization's AI projects, facilitating the implementation of generative AI (GenAI), deep learning, and machine learning (ML) applications.
Nov-2023: Google LLC is collaborating with Symphony Limited, the market infrastructure and tech firm, to ramp up its voice analytics offering to banks and investment firms. This collaboration will enhance the portfolio of the company.
Nov-2023: Hewlett Packard Enterprise Company teamed up with NVIDIA Corporation, an American multinational corporation and technology company. Under this collaboration, the companies developed an enterprise computing solution tailored for generative AI (GenAI). The new product jointly engineered, pre-configured solution for AI tuning and inferencing facilitates enterprises, regardless of size, in swiftly tailoring foundational models using proprietary data.

List of Key Companies Profiled

NVIDIA Corporation
Baidu, Inc.
SAP SE
Hewlett Packard Enterprise Company
Microsoft Corporation
IBM Corporation
Intel Corporation
Salesforce, Inc.
Google LLC (Alphabet Inc.)
Amazon.com, Inc.

Global AI and Machine Learning in Business Market Report Segmentation

By Component

Solution
Services

By Enterprise Size

Large Enterprise
Small & Middle-sized Enterprise

By Industry Vertical

BFSI
IT & Telecom
Retail
Energy Sector & Utilities
Manufacturing & Logistics
Healthcare
Others

By Application

Data Analytics
Predictive Analytics
Cyber Security
Supply Chain & Inventory Management
Others

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 AI and Machine Learning in Business Market, by Component
- 1.4.2 Global AI and Machine Learning in Business Market, by Enterprise Size
- 1.4.3 Global AI and Machine Learning in Business Market, by Industry Vertical
- 1.4.4 Global AI and Machine Learning in Business Market, by Application
- 1.4.5 Global AI and Machine Learning in Business 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 Top Winning Strategies
- 4.3.1 Key Leading Strategies: Percentage Distribution (2020-2024)
- 4.3.2 Key Strategic Move: (Partnerships, Collaborations and Agreements: 2021, May - 2024, Apr) Leading Players
4.4 Porter Five Forces Analysis

Chapter 5. Global AI and Machine Learning in Business Market by Component

5.1 Global Solution Market by Region
5.2 Global Services Market by Region

Chapter 6. Global AI and Machine Learning in Business Market by Enterprise Size

6.1 Global Large Enterprise Market by Region
6.2 Global Small & Middle-sized Enterprise Market by Region

Chapter 7. Global AI and Machine Learning in Business Market by Industry Vertical

7.1 Global BFSI Market by Region
7.2 Global IT & Telecom Market by Region
7.3 Global Retail Market by Region
7.4 Global Energy Sector & Utilities Market by Region
7.5 Global Manufacturing & Logistics Market by Region
7.6 Global Healthcare Market by Region
7.7 Global Others Market by Region

Chapter 8. Global AI and Machine Learning in Business Market by Application

8.1 Global Data Analytics Market by Region
8.2 Global Predictive Analytics Market by Region
8.3 Global Cyber Security Market by Region
8.4 Global Supply Chain & Inventory Management Market by Region
8.5 Global Others Market by Region

Chapter 9. Global AI and Machine Learning in Business Market by Region

9.1 North America AI and Machine Learning in Business Market
- 9.1.1 North America AI and Machine Learning in Business Market by Component
  - 9.1.1.1 North America Solution Market by Region
  - 9.1.1.2 North America Services Market by Region
- 9.1.2 North America AI and Machine Learning in Business Market by Enterprise Size
  - 9.1.2.1 North America Large Enterprise Market by Country
  - 9.1.2.2 North America Small & Middle-sized Enterprise Market by Country
- 9.1.3 North America AI and Machine Learning in Business Market by Industry Vertical
  - 9.1.3.1 North America BFSI Market by Country
  - 9.1.3.2 North America IT & Telecom Market by Country
  - 9.1.3.3 North America Retail Market by Country
  - 9.1.3.4 North America Energy Sector & Utilities Market by Country
  - 9.1.3.5 North America Manufacturing & Logistics Market by Country
  - 9.1.3.6 North America Healthcare Market by Country
  - 9.1.3.7 North America Others Market by Country
- 9.1.4 North America AI and Machine Learning in Business Market by Application
  - 9.1.4.1 North America Data Analytics Market by Country
  - 9.1.4.2 North America Predictive Analytics Market by Country
  - 9.1.4.3 North America Cyber Security Market by Country
  - 9.1.4.4 North America Supply Chain & Inventory Management Market by Country
  - 9.1.4.5 North America Others Market by Country
- 9.1.5 North America AI and Machine Learning in Business Market by Country
  - 9.1.5.1 US AI and Machine Learning in Business Market
    - 9.1.5.1.1 US AI and Machine Learning in Business Market by Component
    - 9.1.5.1.2 US AI and Machine Learning in Business Market by Enterprise Size
    - 9.1.5.1.3 US AI and Machine Learning in Business Market by Industry Vertical
    - 9.1.5.1.4 US AI and Machine Learning in Business Market by Application
  - 9.1.5.2 Canada AI and Machine Learning in Business Market
    - 9.1.5.2.1 Canada AI and Machine Learning in Business Market by Component
    - 9.1.5.2.2 Canada AI and Machine Learning in Business Market by Enterprise Size
    - 9.1.5.2.3 Canada AI and Machine Learning in Business Market by Industry Vertical
    - 9.1.5.2.4 Canada AI and Machine Learning in Business Market by Application
  - 9.1.5.3 Mexico AI and Machine Learning in Business Market
    - 9.1.5.3.1 Mexico AI and Machine Learning in Business Market by Component
    - 9.1.5.3.2 Mexico AI and Machine Learning in Business Market by Enterprise Size
    - 9.1.5.3.3 Mexico AI and Machine Learning in Business Market by Industry Vertical
    - 9.1.5.3.4 Mexico AI and Machine Learning in Business Market by Application
  - 9.1.5.4 Rest of North America AI and Machine Learning in Business Market
    - 9.1.5.4.1 Rest of North America AI and Machine Learning in Business Market by Component
    - 9.1.5.4.2 Rest of North America AI and Machine Learning in Business Market by Enterprise Size
    - 9.1.5.4.3 Rest of North America AI and Machine Learning in Business Market by Industry Vertical
    - 9.1.5.4.4 Rest of North America AI and Machine Learning in Business Market by Application
9.2 Europe AI and Machine Learning in Business Market
- 9.2.1 Europe AI and Machine Learning in Business Market by Component
  - 9.2.1.1 Europe Solution Market by Country
  - 9.2.1.2 Europe Services Market by Country
- 9.2.2 Europe AI and Machine Learning in Business Market by Enterprise Size
  - 9.2.2.1 Europe Large Enterprise Market by Country
  - 9.2.2.2 Europe Small & Middle-sized Enterprise Market by Country
- 9.2.3 Europe AI and Machine Learning in Business Market by Industry Vertical
  - 9.2.3.1 Europe BFSI Market by Country
  - 9.2.3.2 Europe IT & Telecom Market by Country
  - 9.2.3.3 Europe Retail Market by Country
  - 9.2.3.4 Europe Energy Sector & Utilities Market by Country
  - 9.2.3.5 Europe Manufacturing & Logistics Market by Country
  - 9.2.3.6 Europe Healthcare Market by Country
  - 9.2.3.7 Europe Others Market by Country
- 9.2.4 Europe AI and Machine Learning in Business Market by Application
  - 9.2.4.1 Europe Data Analytics Market by Country
  - 9.2.4.2 Europe Predictive Analytics Market by Country
  - 9.2.4.3 Europe Cyber Security Market by Country
  - 9.2.4.4 Europe Supply Chain & Inventory Management Market by Country
  - 9.2.4.5 Europe Others Market by Country
- 9.2.5 Europe AI and Machine Learning in Business Market by Country
  - 9.2.5.1 Germany AI and Machine Learning in Business Market
    - 9.2.5.1.1 Germany AI and Machine Learning in Business Market by Component
    - 9.2.5.1.2 Germany AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.1.3 Germany AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.1.4 Germany AI and Machine Learning in Business Market by Application
  - 9.2.5.2 UK AI and Machine Learning in Business Market
    - 9.2.5.2.1 UK AI and Machine Learning in Business Market by Component
    - 9.2.5.2.2 UK AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.2.3 UK AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.2.4 UK AI and Machine Learning in Business Market by Application
  - 9.2.5.3 France AI and Machine Learning in Business Market
    - 9.2.5.3.1 France AI and Machine Learning in Business Market by Component
    - 9.2.5.3.2 France AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.3.3 France AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.3.4 France AI and Machine Learning in Business Market by Application
  - 9.2.5.4 Russia AI and Machine Learning in Business Market
    - 9.2.5.4.1 Russia AI and Machine Learning in Business Market by Component
    - 9.2.5.4.2 Russia AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.4.3 Russia AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.4.4 Russia AI and Machine Learning in Business Market by Application
  - 9.2.5.5 Spain AI and Machine Learning in Business Market
    - 9.2.5.5.1 Spain AI and Machine Learning in Business Market by Component
    - 9.2.5.5.2 Spain AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.5.3 Spain AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.5.4 Spain AI and Machine Learning in Business Market by Application
  - 9.2.5.6 Italy AI and Machine Learning in Business Market
    - 9.2.5.6.1 Italy AI and Machine Learning in Business Market by Component
    - 9.2.5.6.2 Italy AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.6.3 Italy AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.6.4 Italy AI and Machine Learning in Business Market by Application
  - 9.2.5.7 Rest of Europe AI and Machine Learning in Business Market
    - 9.2.5.7.1 Rest of Europe AI and Machine Learning in Business Market by Component
    - 9.2.5.7.2 Rest of Europe AI and Machine Learning in Business Market by Enterprise Size
    - 9.2.5.7.3 Rest of Europe AI and Machine Learning in Business Market by Industry Vertical
    - 9.2.5.7.4 Rest of Europe AI and Machine Learning in Business Market by Application
9.3 Asia Pacific AI and Machine Learning in Business Market
- 9.3.1 Asia Pacific AI and Machine Learning in Business Market by Component
  - 9.3.1.1 Asia Pacific Solution Market by Country
  - 9.3.1.2 Asia Pacific Services Market by Country
- 9.3.2 Asia Pacific AI and Machine Learning in Business Market by Enterprise Size
  - 9.3.2.1 Asia Pacific Large Enterprise Market by Country
  - 9.3.2.2 Asia Pacific Small & Middle-sized Enterprise Market by Country
- 9.3.3 Asia Pacific AI and Machine Learning in Business Market by Industry Vertical
  - 9.3.3.1 Asia Pacific BFSI Market by Country
  - 9.3.3.2 Asia Pacific IT & Telecom Market by Country
  - 9.3.3.3 Asia Pacific Retail Market by Country
  - 9.3.3.4 Asia Pacific Energy Sector & Utilities Market by Country
  - 9.3.3.5 Asia Pacific Manufacturing & Logistics Market by Country
  - 9.3.3.6 Asia Pacific Healthcare Market by Country
  - 9.3.3.7 Asia Pacific Others Market by Country
- 9.3.4 Asia Pacific AI and Machine Learning in Business Market by Application
  - 9.3.4.1 Asia Pacific Data Analytics Market by Country
  - 9.3.4.2 Asia Pacific Predictive Analytics Market by Country
  - 9.3.4.3 Asia Pacific Cyber Security Market by Country
  - 9.3.4.4 Asia Pacific Supply Chain & Inventory Management Market by Country
  - 9.3.4.5 Asia Pacific Others Market by Country
- 9.3.5 Asia Pacific AI and Machine Learning in Business Market by Country
  - 9.3.5.1 China AI and Machine Learning in Business Market
    - 9.3.5.1.1 China AI and Machine Learning in Business Market by Component
    - 9.3.5.1.2 China AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.1.3 China AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.1.4 China AI and Machine Learning in Business Market by Application
  - 9.3.5.2 Japan AI and Machine Learning in Business Market
    - 9.3.5.2.1 Japan AI and Machine Learning in Business Market by Component
    - 9.3.5.2.2 Japan AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.2.3 Japan AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.2.4 Japan AI and Machine Learning in Business Market by Application
  - 9.3.5.3 India AI and Machine Learning in Business Market
    - 9.3.5.3.1 India AI and Machine Learning in Business Market by Component
    - 9.3.5.3.2 India AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.3.3 India AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.3.4 India AI and Machine Learning in Business Market by Application
  - 9.3.5.4 South Korea AI and Machine Learning in Business Market
    - 9.3.5.4.1 South Korea AI and Machine Learning in Business Market by Component
    - 9.3.5.4.2 South Korea AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.4.3 South Korea AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.4.4 South Korea AI and Machine Learning in Business Market by Application
  - 9.3.5.5 Singapore AI and Machine Learning in Business Market
    - 9.3.5.5.1 Singapore AI and Machine Learning in Business Market by Component
    - 9.3.5.5.2 Singapore AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.5.3 Singapore AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.5.4 Singapore AI and Machine Learning in Business Market by Application
  - 9.3.5.6 Malaysia AI and Machine Learning in Business Market
    - 9.3.5.6.1 Malaysia AI and Machine Learning in Business Market by Component
    - 9.3.5.6.2 Malaysia AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.6.3 Malaysia AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.6.4 Malaysia AI and Machine Learning in Business Market by Application
  - 9.3.5.7 Rest of Asia Pacific AI and Machine Learning in Business Market
    - 9.3.5.7.1 Rest of Asia Pacific AI and Machine Learning in Business Market by Component
    - 9.3.5.7.2 Rest of Asia Pacific AI and Machine Learning in Business Market by Enterprise Size
    - 9.3.5.7.3 Rest of Asia Pacific AI and Machine Learning in Business Market by Industry Vertical
    - 9.3.5.7.4 Rest of Asia Pacific AI and Machine Learning in Business Market by Application
9.4 LAMEA AI and Machine Learning in Business Market
- 9.4.1 LAMEA AI and Machine Learning in Business Market by Component
  - 9.4.1.1 LAMEA Solution Market by Country
  - 9.4.1.2 LAMEA Services Market by Country
- 9.4.2 LAMEA AI and Machine Learning in Business Market by Enterprise Size
  - 9.4.2.1 LAMEA Large Enterprise Market by Country
  - 9.4.2.2 LAMEA Small & Middle-sized Enterprise Market by Country
- 9.4.3 LAMEA AI and Machine Learning in Business Market by Industry Vertical
  - 9.4.3.1 LAMEA BFSI Market by Country
  - 9.4.3.2 LAMEA IT & Telecom Market by Country
  - 9.4.3.3 LAMEA Retail Market by Country
  - 9.4.3.4 LAMEA Energy Sector & Utilities Market by Country
  - 9.4.3.5 LAMEA Manufacturing & Logistics Market by Country
  - 9.4.3.6 LAMEA Healthcare Market by Country
  - 9.4.3.7 LAMEA Others Market by Country
- 9.4.4 LAMEA AI and Machine Learning in Business Market by Application
  - 9.4.4.1 LAMEA Data Analytics Market by Country
  - 9.4.4.2 LAMEA Predictive Analytics Market by Country
  - 9.4.4.3 LAMEA Cyber Security Market by Country
  - 9.4.4.4 LAMEA Supply Chain & Inventory Management Market by Country
  - 9.4.4.5 LAMEA Others Market by Country
- 9.4.5 LAMEA AI and Machine Learning in Business Market by Country
  - 9.4.5.1 Brazil AI and Machine Learning in Business Market
    - 9.4.5.1.1 Brazil AI and Machine Learning in Business Market by Component
    - 9.4.5.1.2 Brazil AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.1.3 Brazil AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.1.4 Brazil AI and Machine Learning in Business Market by Application
  - 9.4.5.2 Argentina AI and Machine Learning in Business Market
    - 9.4.5.2.1 Argentina AI and Machine Learning in Business Market by Component
    - 9.4.5.2.2 Argentina AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.2.3 Argentina AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.2.4 Argentina AI and Machine Learning in Business Market by Application
  - 9.4.5.3 UAE AI and Machine Learning in Business Market
    - 9.4.5.3.1 UAE AI and Machine Learning in Business Market by Component
    - 9.4.5.3.2 UAE AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.3.3 UAE AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.3.4 UAE AI and Machine Learning in Business Market by Application
  - 9.4.5.4 Saudi Arabia AI and Machine Learning in Business Market
    - 9.4.5.4.1 Saudi Arabia AI and Machine Learning in Business Market by Component
    - 9.4.5.4.2 Saudi Arabia AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.4.3 Saudi Arabia AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.4.4 Saudi Arabia AI and Machine Learning in Business Market by Application
  - 9.4.5.5 South Africa AI and Machine Learning in Business Market
    - 9.4.5.5.1 South Africa AI and Machine Learning in Business Market by Component
    - 9.4.5.5.2 South Africa AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.5.3 South Africa AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.5.4 South Africa AI and Machine Learning in Business Market by Application
  - 9.4.5.6 Nigeria AI and Machine Learning in Business Market
    - 9.4.5.6.1 Nigeria AI and Machine Learning in Business Market by Component
    - 9.4.5.6.2 Nigeria AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.6.3 Nigeria AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.6.4 Nigeria AI and Machine Learning in Business Market by Application
  - 9.4.5.7 Rest of LAMEA AI and Machine Learning in Business Market
    - 9.4.5.7.1 Rest of LAMEA AI and Machine Learning in Business Market by Component
    - 9.4.5.7.2 Rest of LAMEA AI and Machine Learning in Business Market by Enterprise Size
    - 9.4.5.7.3 Rest of LAMEA AI and Machine Learning in Business Market by Industry Vertical
    - 9.4.5.7.4 Rest of LAMEA AI and Machine Learning in Business Market by Application

Chapter 10. Company Profiles

10.1 NVIDIA Corporation
- 10.1.1 Company Overview
- 10.1.2 Financial Analysis
- 10.1.3 Segmental and Regional Analysis
- 10.1.4 Research & Development Expenses
- 10.1.5 Recent strategies and developments:
  - 10.1.5.1 Partnerships, Collaborations, and Agreements:
  - 10.1.5.2 Product Launches and Product Expansions:
- 10.1.6 SWOT Analysis
10.2 Google LLC (Alphabet Inc.)
- 10.2.1 Company Overview
- 10.2.2 Financial Analysis
- 10.2.3 Segmental and Regional Analysis
- 10.2.4 Research & Development Expense
- 10.2.5 Recent strategies and developments:
  - 10.2.5.1 Partnerships, Collaborations, and Agreements:
  - 10.2.5.2 Product Launches and Product Expansions:
  - 10.2.5.3 Acquisition and Mergers:
- 10.2.6 SWOT Analysis
10.3 Baidu, Inc.
- 10.3.1 Company Overview
- 10.3.2 Financial Analysis
- 10.3.3 Segmental Analysis
- 10.3.4 Research & Development Expenses
- 10.3.5 Recent strategies and developments:
  - 10.3.5.1 Partnerships, Collaborations, and Agreements:
  - 10.3.5.2 Product Launches and Product Expansions:
- 10.3.6 SWOT Analysis
10.4 SAP SE
- 10.4.1 Company Overview
- 10.4.2 Financial Analysis
- 10.4.3 Regional Analysis
- 10.4.4 Research & Development Expense
- 10.4.5 Recent strategies and developments:
  - 10.4.5.1 Partnerships, Collaborations, and Agreements:
- 10.4.6 SWOT Analysis
10.5 Hewlett Packard Enterprise Company
- 10.5.1 Company Overview
- 10.5.2 Financial Analysis
- 10.5.3 Segmental and Regional Analysis
- 10.5.4 Research & Development Expense
- 10.5.5 Recent strategies and developments:
  - 10.5.5.1 Partnerships, Collaborations, and Agreements:
  - 10.5.5.2 Product Launches and Product Expansions:
  - 10.5.5.3 Acquisition and Mergers:
- 10.5.6 SWOT Analysis
10.6 Microsoft Corporation
- 10.6.1 Company Overview
- 10.6.2 Financial Analysis
- 10.6.3 Segmental and Regional Analysis
- 10.6.4 Research & Development Expenses
- 10.6.5 Recent strategies and developments:
  - 10.6.5.1 Partnerships, Collaborations, and Agreements:
  - 10.6.5.2 Acquisition and Mergers:
- 10.6.6 SWOT Analysis
10.7 IBM Corporation
- 10.7.1 Company Overview
- 10.7.2 Financial Analysis
- 10.7.3 Regional & Segmental Analysis
- 10.7.4 Research & Development Expenses
- 10.7.5 Recent strategies and developments:
  - 10.7.5.1 Product Launches and Product Expansions:
  - 10.7.5.2 Acquisition and Mergers:
  - 10.7.5.3 Geographical Expansions:
- 10.7.6 SWOT Analysis
10.8 Intel Corporation
- 10.8.1 Company Overview
- 10.8.2 Financial Analysis
- 10.8.3 Segmental and Regional Analysis
- 10.8.4 Research & Development Expenses
- 10.8.5 Recent strategies and developments:
  - 10.8.5.1 Partnerships, Collaborations, and Agreements:
  - 10.8.5.2 Acquisition and Mergers:
- 10.8.6 SWOT Analysis
10.9 Salesforce, Inc.
- 10.9.1 Company Overview
- 10.9.2 Financial Analysis
- 10.9.3 Regional Analysis
- 10.9.4 Research & Development Expenses
- 10.9.5 Recent strategies and developments:
  - 10.9.5.1 Partnerships, Collaborations, and Agreements:
  - 10.9.5.2 Product Launches and Product Expansions:
  - 10.9.5.3 Acquisition and Mergers:
- 10.9.6 SWOT Analysis
10.10. Amazon.com, Inc.
- 10.10.1 Company Overview
- 10.10.2 Financial Analysis
- 10.10.3 Segmental Analysis
- 10.10.4 Recent strategies and developments:
  - 10.10.4.1 Partnerships, Collaborations, and Agreements:
- 10.10.5 SWOT Analysis

ビジネスにおけるAIと機械学習の世界市場規模、シェア、動向分析レポート：コンポーネント別、企業規模別、業界別、用途別、地域別の展望と予測、2024年～2031年

Global AI and Machine Learning in Business Market Size, Share & Trends Analysis Report By Component (Solution and Services), By Enterprise Size, By Industry Vertical, By Application, 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 - 世界市場

第5章世界市場：コンポーネント別

第6章ビジネスにおけるAIと機械学習の世界市場：企業規模別

第7章ビジネスにおけるAIと機械学習の世界市場：業界別

第8章ビジネスにおけるAIと機械学習の世界市場：用途別

第9章ビジネスにおけるAIと機械学習の世界市場：地域別

第10章企業プロファイル

第11章ビジネスにおけるAIと機械学習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 AI and Machine Learning in Business Market by Component

Chapter 6. Global AI and Machine Learning in Business Market by Enterprise Size

Chapter 7. Global AI and Machine Learning in Business Market by Industry Vertical

Chapter 8. Global AI and Machine Learning in Business Market by Application

Chapter 9. Global AI and Machine Learning in Business Market by Region

Chapter 10. Company Profiles

Chapter 11. Winning Imperatives of AI and Machine Learning in Business Market

ビジネスにおけるAIと機械学習の世界市場規模、シェア、動向分析レポート：コンポーネント別、企業規模別、業界別、用途別、地域別の展望と予測、2024年～2031年

Global AI and Machine Learning in Business Market Size, Share & Trends Analysis Report By Component (Solution and Services), By Enterprise Size, By Industry Vertical, By Application, 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 - 世界市場

第5章 世界市場：コンポーネント別

第6章 ビジネスにおけるAIと機械学習の世界市場：企業規模別

第7章 ビジネスにおけるAIと機械学習の世界市場：業界別

第8章 ビジネスにおけるAIと機械学習の世界市場：用途別

第9章 ビジネスにおけるAIと機械学習の世界市場：地域別

第10章 企業プロファイル

第11章 ビジネスにおけるAIと機械学習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 AI and Machine Learning in Business Market by Component

Chapter 6. Global AI and Machine Learning in Business Market by Enterprise Size

Chapter 7. Global AI and Machine Learning in Business Market by Industry Vertical

Chapter 8. Global AI and Machine Learning in Business Market by Application

Chapter 9. Global AI and Machine Learning in Business Market by Region

Chapter 10. Company Profiles

Chapter 11. Winning Imperatives of AI and Machine Learning in Business 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 - 世界市場

第5章世界市場：コンポーネント別

第6章ビジネスにおけるAIと機械学習の世界市場：企業規模別

第7章ビジネスにおけるAIと機械学習の世界市場：業界別

第8章ビジネスにおけるAIと機械学習の世界市場：用途別

第9章ビジネスにおけるAIと機械学習の世界市場：地域別

第10章企業プロファイル

第11章ビジネスにおけるAIと機械学習市場の成功必須条件