ライフサイエンス分析におけるAIの世界市場規模、シェア、産業動向分析レポート：エンドユーザー別（医薬品、医療機器、バイオテクノロジー、その他）、アプリケーション別、展開別、コンポーネント別、地域別展望と予測、2022年～2028年

ライフサイエンス分析におけるAIの世界市場規模は、予測期間中にCAGR10.9％で成長し、2028年には25億米ドルに達すると予測されます。

また、創薬や臨床試験におけるコスト削減や業務効率化のニーズが高まっていることから、ライフサイエンス分野でのAIの活用も進んでいます。データに基づくAIの急速な発展、ディープラーニングの技術的進歩、ロボット工学における自律性の実現という要求の高まりが、アナリティクスにおけるAIの導入を促進しています。

この導入は主に、研究開発にかかる高いコスト、臨床試験の低い成功率、希少疾患への注目度の高まりといった変数の結果、創薬プロセスが非効率になっていることが原因となっています。候補者の採用プロセス、データストレージ、データ分析を改善する機械学習技術の能力は、市場拡大の原動力になると予想されます。

COVID-19インパクト分析

多数の臨床試験の結果を拡大した規模で追跡するためにAIが広範囲に役立つことは、AIと類似の技術に対するより多くの需要を生み出すことにさらに貢献しました。さらに、パンデミック時の電子データキャプチャ（EDC）システムなどの技術開発により、文書管理のモニタリングやリモート電子署名が可能になり、試験プロセスがさらに加速されました。その結果、これは多くの製薬会社が効率的な薬の候補を迅速に開発する上で、非常に役立ちました。したがって、COVID-19パンデミックは、ライフサイエンス分析におけるAI市場にプラスの影響を与えました。

市場の成長要因

個別化薬と精密医療の重視の高まり

AI技術は、個別化医療と精密医療の開発分野に大きな影響を及ぼしています。これまでの予測モデリングやメカニズム的な仮定による方法とは異なり、AIソリューションは最適な薬剤の組み合わせを論理的に開発します。これらの薬剤の組み合わせは、評価対象の疾患に特化した控えめなデータセットの効率的な分析により、本物の成功した実験的証明から開発されます。したがって、個別化薬と精密薬の開発におけるAIとMLの範囲を拡張することにより、ライフサイエンス分析におけるAI市場は成長することになります。

創薬におけるAIの応用の拡大

多くの製薬会社やバイオ医薬品会社が人工知能システムへの投資を増やしています。これらは、疾患ターゲットの特定、最初のステップからの投薬設計、毒性、効力予測、化学スクリーニングの改善に広く役立っているからです。また、AIによる深層学習は、データセットのサイズに関係なく、未処理のデータから本質的な特徴を抽出する能力があるため、医薬品開発に適しています。このことは、AIの採用をさらに後押ししているため、ライフサイエンス分析市場におけるAIの拡大を後押ししています。

市場の抑制要因

重要な情報の安全性とプライバシーに関する懸念

研究機関、ソフトウェア会社、臨床研究機関（CRO）間でのデータベース共有の増加により、機密事項のデータ漏えいのリスクが高くなっています。また、情報への頻繁なアクセスにより、機密性の高い患者情報が外部の人間に漏えいする可能性もあります。データの大半は電子的に管理されているため、分析ソリューションの適用とプライバシーポリシーの遵守は、バイオ医薬品および製薬会社にとって大きな課題となっています。その結果、医薬品開発の研究開発は、さまざまな政府規制の変更によって制限を受ける可能性があります。

エンドユーザー別展望

エンドユーザーに基づいて、ライフサイエンス分析におけるAI市場は、医療機器、製薬、バイオテクノロジー、その他に細分化されます。医薬品セグメントは、2021年にライフサイエンス分析におけるAI市場で最高の収益シェアを獲得しました。創薬、臨床試験、製造におけるAIツールの導入の高まりは、このセグメントの成長を進める主な要因です。これらのツールは、臨床成果を改善しながら、コストとサイクルタイムを大幅に減少させます。

アプリケーションの展望

アプリケーションに基づいて、ライフサイエンス分析におけるAI市場は、研究開発、販売＆マーケティングサポート、サプライチェーンアナリティクス、およびその他に区分されます。2021年のライフサイエンス分析におけるAI市場では、サプライチェーンアナリティクスセグメントが大幅に成長しました。製薬会社やバイオ製薬会社のサプライチェーンには、医薬品の生産に必要な一連の複雑な手順が含まれています。サプライチェーンの顕著な部分には、原材料の調達と供給、製造と流通のプロセス、開発された薬の配送が含まれます。

デプロイメントの展望

展開に基づき、ライフサイエンス分析におけるAI市場はオンプレミスとクラウドに分けられます。クラウドセグメントは、2021年にライフサイエンス分析におけるAI市場で最大の収益シェアを記録しました。クラウドサービスの開発の増加、インターネットの普及、クラウドベースの技術の採用が、このセグメントの成長を推進する主な要因となっています。クラウドベースのAIサービスの導入は、専用のデータセンターの必要性を排除するため、投資コストを下げることができるというメリットがあります。

コンポーネントの展望

コンポーネントに基づいて、ライフサイエンス分析におけるAI市場は、ソフトウェア、ハードウェア、およびサービスに分類されます。ハードウェアセグメントは、2021年のライフサイエンス分析におけるAI市場で顕著な成長率を調達しました。生物医学工学の分野では、AIベースのシステムは、任意の低侵襲手術のための診断やライブ画像生成などのタスクに役立つように統合されています。さらに、事前設定されたハードウェアソリューションのアプリケーションは、医療行為、介護施設、病院における医療スタッフの重要な仕事をサポートするのに役立ちます。

地域別の展望

地域別では、ライフサイエンス分析におけるAI市場は、北米、欧州、アジア太平洋、LAMEAで分析されます。北米セグメントは、2021年のAI Inライフサイエンスアナリティクス市場で最大の収益シェアを獲得しました。同地域のライフサイエンス分野の発展とともに、デジタルリテラシーが高いことが、同セグメントの成長を促進しています。また、政府のイニシアチブの増加や、メーカーと政府機関のコラボレーションの増加が、AIソリューションの需要や統合をさらに後押ししています。また、同地域の多くのヘルスケア機関は、ワークフローを整理するためにAIソリューションの導入を開始しています。

市場参入企業がとる主な戦略は、パートナーシップです。カーディナルマトリックスで提示された分析に基づき、Microsoft Corporationは、ライフサイエンス分析におけるAI市場の主要な先駆者です。Oracle Corporation、Accenture PLC、IBM Corporationなどの企業は、ライフサイエンス分析におけるAI Marketの主要なイノベーターです。

目次

第1章 市場の範囲と調査手法

• 市場の定義
• 目的
• 市場規模
• セグメンテーション
  • ライフサイエンス分析におけるAIの世界市場、エンドユーザー別
  • ライフサイエンス分析におけるAIの世界市場、アプリケーション別
  • ライフサイエンス分析におけるAIの世界市場、デプロイメント別
  • ライフサイエンス分析におけるAIの世界市場：コンポーネント別
  • ライフサイエンス分析におけるAIの世界市場、地域別
• 調査手法

第2章 市場概要

• イントロダクション
  • 概要の説明
    • 市場の構成とシナリオ
• 市場に影響を与える主な要因
  • 市場促進要因
  • 市場の抑制要因

第3章 競合分析-世界

• KBVカーディナルマトリックス
• 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、契約
  • 製品上市と製品拡張
  • 買収と合併
• 主要成功戦略
  • 主要なリーディング戦略：割合の分布（2018-2022年）

第4章 ライフサイエンス分析におけるAIの世界市場：エンドユーザー別

• 医薬品の世界市場：地域別
• 医療機器の世界市場：地域別
• バイオテクノロジーの世界市場：地域別
• 世界の地域別その他市場

第5章 ライフサイエンス分析におけるAIの世界市場：アプリケーション別

• 営業・マーケティング支援の世界市場：地域別
• サプライチェーンアナリティクスの世界市場：地域別
• 研究開発の世界市場：地域別
• 世界の地域別その他市場

第6章 ライフサイエンス分析におけるAIの世界市場：デプロイメント別

• クラウドの世界市場：地域別
• オンプレミスの世界市場：地域別

第7章：ライフサイエンス分析におけるAIの世界市場：コンポーネント別

• 世界のサービス市場：地域別
• ハードウェアの世界市場：地域別
• ソフトウェアの地域別世界市場

第8章 ライフサイエンス分析におけるAIの世界市場：地域別

• 北米
  • 北米のライフサイエンス分析におけるAIの国別市場
    • 米国
    • カナダ
    • メキシコ
    • その他北米地域
• 欧州
  • 欧州のライフサイエンス分析におけるAI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
• アジア太平洋地域
  • アジア太平洋地域のライフサイエンス分析におけるAI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
• LAMEA
  • LAMEAのライフサイエンス分析におけるAI市場：国別
    • ブラジル
    • アルゼンチン
    • UAE
    • サウジアラビア
    • 南アフリカ共和国
    • ナイジェリア
    • LAMEAの他の地域

第9章 企業プロファイル

• Wipro Limited
• Oracle Corporation
• IBM Corporation
• Accenture PLC
• Microsoft Corporation
• IQVIA Holdings, Inc.
• Lexalytics, Inc.（InMoment, Inc.）
• Sisense, Inc.
• Databricks, Inc.
• SAS Institute, Inc.

LIST OF TABLES

• TABLE 1 Global AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 2 Global AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 3 Partnerships, Collaborations and Agreements- AI In Life Science Analytics Market
• TABLE 4 Product Launches And Product Expansions- AI In Life Science Analytics Market
• TABLE 5 Acquisition and Mergers- AI In Life Science Analytics Market
• TABLE 6 Global AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 7 Global AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 8 Global Pharmaceutical Market by Region, 2018 - 2021, USD Million
• TABLE 9 Global Pharmaceutical Market by Region, 2022 - 2028, USD Million
• TABLE 10 Global Medical Devices Market by Region, 2018 - 2021, USD Million
• TABLE 11 Global Medical Devices Market by Region, 2022 - 2028, USD Million
• TABLE 12 Global Biotechnology Market by Region, 2018 - 2021, USD Million
• TABLE 13 Global Biotechnology Market by Region, 2022 - 2028, USD Million
• TABLE 14 Global Others Market by Region, 2018 - 2021, USD Million
• TABLE 15 Global Others Market by Region, 2022 - 2028, USD Million
• TABLE 16 Global AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 17 Global AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 18 Global Sales & Marketing Support Market by Region, 2018 - 2021, USD Million
• TABLE 19 Global Sales & Marketing Support Market by Region, 2022 - 2028, USD Million
• TABLE 20 Global Supply Chain Analytics Market by Region, 2018 - 2021, USD Million
• TABLE 21 Global Supply Chain Analytics Market by Region, 2022 - 2028, USD Million
• TABLE 22 Global Research & Development Market by Region, 2018 - 2021, USD Million
• TABLE 23 Global Research & Development Market by Region, 2022 - 2028, USD Million
• TABLE 24 Global Others Market by Region, 2018 - 2021, USD Million
• TABLE 25 Global Others Market by Region, 2022 - 2028, USD Million
• TABLE 26 Global AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 27 Global AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 28 Global Cloud Market by Region, 2018 - 2021, USD Million
• TABLE 29 Global Cloud Market by Region, 2022 - 2028, USD Million
• TABLE 30 Global On-premise Market by Region, 2018 - 2021, USD Million
• TABLE 31 Global On-premise Market by Region, 2022 - 2028, USD Million
• TABLE 32 Global AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 33 Global AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 34 Global Services Market by Region, 2018 - 2021, USD Million
• TABLE 35 Global Services Market by Region, 2022 - 2028, USD Million
• TABLE 36 Global Hardware Market by Region, 2018 - 2021, USD Million
• TABLE 37 Global Hardware Market by Region, 2022 - 2028, USD Million
• TABLE 38 Global Software Market by Region, 2018 - 2021, USD Million
• TABLE 39 Global Software Market by Region, 2022 - 2028, USD Million
• TABLE 40 Global AI In Life Science Analytics Market by Region, 2018 - 2021, USD Million
• TABLE 41 Global AI In Life Science Analytics Market by Region, 2022 - 2028, USD Million
• TABLE 42 North America AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 43 North America AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 44 North America AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 45 North America AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 46 North America Pharmaceutical Market by Country, 2018 - 2021, USD Million
• TABLE 47 North America Pharmaceutical Market by Country, 2022 - 2028, USD Million
• TABLE 48 North America Medical Devices Market by Country, 2018 - 2021, USD Million
• TABLE 49 North America Medical Devices Market by Country, 2022 - 2028, USD Million
• TABLE 50 North America Biotechnology Market by Country, 2018 - 2021, USD Million
• TABLE 51 North America Biotechnology Market by Country, 2022 - 2028, USD Million
• TABLE 52 North America Others Market by Country, 2018 - 2021, USD Million
• TABLE 53 North America Others Market by Country, 2022 - 2028, USD Million
• TABLE 54 North America AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 55 North America AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 56 North America Sales & Marketing Support Market by Country, 2018 - 2021, USD Million
• TABLE 57 North America Sales & Marketing Support Market by Country, 2022 - 2028, USD Million
• TABLE 58 North America Supply Chain Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 59 North America Supply Chain Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 60 North America Research & Development Market by Country, 2018 - 2021, USD Million
• TABLE 61 North America Research & Development Market by Country, 2022 - 2028, USD Million
• TABLE 62 North America Others Market by Country, 2018 - 2021, USD Million
• TABLE 63 North America Others Market by Country, 2022 - 2028, USD Million
• TABLE 64 North America AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 65 North America AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 66 North America Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 67 North America Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 68 North America On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 69 North America On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 70 North America AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 71 North America AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 72 North America Services Market by Country, 2018 - 2021, USD Million
• TABLE 73 North America Services Market by Country, 2022 - 2028, USD Million
• TABLE 74 North America Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 75 North America Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 76 North America Software Market by Country, 2018 - 2021, USD Million
• TABLE 77 North America Software Market by Country, 2022 - 2028, USD Million
• TABLE 78 North America AI In Life Science Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 79 North America AI In Life Science Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 80 US AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 81 US AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 82 US AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 83 US AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 84 US AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 85 US AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 86 US AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 87 US AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 88 US AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 89 US AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 90 Canada AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 91 Canada AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 92 Canada AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 93 Canada AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 94 Canada AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 95 Canada AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 96 Canada AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 97 Canada AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 98 Canada AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 99 Canada AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 100 Mexico AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 101 Mexico AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 102 Mexico AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 103 Mexico AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 104 Mexico AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 105 Mexico AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 106 Mexico AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 107 Mexico AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 108 Mexico AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 109 Mexico AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 110 Rest of North America AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 111 Rest of North America AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 112 Rest of North America AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 113 Rest of North America AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 114 Rest of North America AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 115 Rest of North America AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 116 Rest of North America AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 117 Rest of North America AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 118 Rest of North America AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 119 Rest of North America AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 120 Europe AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 121 Europe AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 122 Europe AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 123 Europe AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 124 Europe Pharmaceutical Market by Country, 2018 - 2021, USD Million
• TABLE 125 Europe Pharmaceutical Market by Country, 2022 - 2028, USD Million
• TABLE 126 Europe Medical Devices Market by Country, 2018 - 2021, USD Million
• TABLE 127 Europe Medical Devices Market by Country, 2022 - 2028, USD Million
• TABLE 128 Europe Biotechnology Market by Country, 2018 - 2021, USD Million
• TABLE 129 Europe Biotechnology Market by Country, 2022 - 2028, USD Million
• TABLE 130 Europe Others Market by Country, 2018 - 2021, USD Million
• TABLE 131 Europe Others Market by Country, 2022 - 2028, USD Million
• TABLE 132 Europe AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 133 Europe AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 134 Europe Sales & Marketing Support Market by Country, 2018 - 2021, USD Million
• TABLE 135 Europe Sales & Marketing Support Market by Country, 2022 - 2028, USD Million
• TABLE 136 Europe Supply Chain Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 137 Europe Supply Chain Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 138 Europe Research & Development Market by Country, 2018 - 2021, USD Million
• TABLE 139 Europe Research & Development Market by Country, 2022 - 2028, USD Million
• TABLE 140 Europe Others Market by Country, 2018 - 2021, USD Million
• TABLE 141 Europe Others Market by Country, 2022 - 2028, USD Million
• TABLE 142 Europe AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 143 Europe AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 144 Europe Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 145 Europe Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 146 Europe On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 147 Europe On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 148 Europe AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 149 Europe AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 150 Europe Services Market by Country, 2018 - 2021, USD Million
• TABLE 151 Europe Services Market by Country, 2022 - 2028, USD Million
• TABLE 152 Europe Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 153 Europe Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 154 Europe Software Market by Country, 2018 - 2021, USD Million
• TABLE 155 Europe Software Market by Country, 2022 - 2028, USD Million
• TABLE 156 Europe AI In Life Science Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 157 Europe AI In Life Science Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 158 Germany AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 159 Germany AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 160 Germany AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 161 Germany AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 162 Germany AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 163 Germany AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 164 Germany AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 165 Germany AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 166 Germany AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 167 Germany AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 168 UK AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 169 UK AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 170 UK AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 171 UK AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 172 UK AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 173 UK AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 174 UK AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 175 UK AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 176 UK AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 177 UK AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 178 France AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 179 France AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 180 France AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 181 France AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 182 France AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 183 France AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 184 France AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 185 France AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 186 France AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 187 France AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 188 Russia AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 189 Russia AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 190 Russia AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 191 Russia AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 192 Russia AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 193 Russia AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 194 Russia AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 195 Russia AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 196 Russia AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 197 Russia AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 198 Spain AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 199 Spain AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 200 Spain AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 201 Spain AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 202 Spain AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 203 Spain AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 204 Spain AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 205 Spain AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 206 Spain AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 207 Spain AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 208 Italy AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 209 Italy AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 210 Italy AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 211 Italy AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 212 Italy AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 213 Italy AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 214 Italy AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 215 Italy AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 216 Italy AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 217 Italy AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 218 Rest of Europe AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 219 Rest of Europe AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 220 Rest of Europe AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 221 Rest of Europe AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 222 Rest of Europe AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 223 Rest of Europe AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 224 Rest of Europe AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 225 Rest of Europe AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 226 Rest of Europe AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 227 Rest of Europe AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 228 Asia Pacific AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 229 Asia Pacific AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 230 Asia Pacific AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 231 Asia Pacific AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 232 Asia Pacific Pharmaceutical Market by Country, 2018 - 2021, USD Million
• TABLE 233 Asia Pacific Pharmaceutical Market by Country, 2022 - 2028, USD Million
• TABLE 234 Asia Pacific Medical Devices Market by Country, 2018 - 2021, USD Million
• TABLE 235 Asia Pacific Medical Devices Market by Country, 2022 - 2028, USD Million
• TABLE 236 Asia Pacific Biotechnology Market by Country, 2018 - 2021, USD Million
• TABLE 237 Asia Pacific Biotechnology Market by Country, 2022 - 2028, USD Million
• TABLE 238 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
• TABLE 239 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
• TABLE 240 Asia Pacific AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 241 Asia Pacific AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 242 Asia Pacific Sales & Marketing Support Market by Country, 2018 - 2021, USD Million
• TABLE 243 Asia Pacific Sales & Marketing Support Market by Country, 2022 - 2028, USD Million
• TABLE 244 Asia Pacific Supply Chain Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 245 Asia Pacific Supply Chain Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 246 Asia Pacific Research & Development Market by Country, 2018 - 2021, USD Million
• TABLE 247 Asia Pacific Research & Development Market by Country, 2022 - 2028, USD Million
• TABLE 248 Asia Pacific Others Market by Country, 2018 - 2021, USD Million
• TABLE 249 Asia Pacific Others Market by Country, 2022 - 2028, USD Million
• TABLE 250 Asia Pacific AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 251 Asia Pacific AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 252 Asia Pacific Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 253 Asia Pacific Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 254 Asia Pacific On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 255 Asia Pacific On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 256 Asia Pacific AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 257 Asia Pacific AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 258 Asia Pacific Services Market by Country, 2018 - 2021, USD Million
• TABLE 259 Asia Pacific Services Market by Country, 2022 - 2028, USD Million
• TABLE 260 Asia Pacific Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 261 Asia Pacific Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 262 Asia Pacific Software Market by Country, 2018 - 2021, USD Million
• TABLE 263 Asia Pacific Software Market by Country, 2022 - 2028, USD Million
• TABLE 264 Asia Pacific AI In Life Science Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 265 Asia Pacific AI In Life Science Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 266 China AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 267 China AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 268 China AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 269 China AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 270 China AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 271 China AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 272 China AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 273 China AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 274 China AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 275 China AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 276 Japan AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 277 Japan AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 278 Japan AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 279 Japan AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 280 Japan AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 281 Japan AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 282 Japan AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 283 Japan AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 284 Japan AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 285 Japan AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 286 India AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 287 India AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 288 India AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 289 India AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 290 India AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 291 India AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 292 India AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 293 India AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 294 India AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 295 India AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 296 South Korea AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 297 South Korea AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 298 South Korea AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 299 South Korea AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 300 South Korea AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 301 South Korea AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 302 South Korea AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 303 South Korea AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 304 South Korea AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 305 South Korea AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 306 Singapore AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 307 Singapore AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 308 Singapore AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 309 Singapore AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 310 Singapore AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 311 Singapore AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 312 Singapore AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 313 Singapore AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 314 Singapore AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 315 Singapore AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 316 Malaysia AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 317 Malaysia AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 318 Malaysia AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 319 Malaysia AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 320 Malaysia AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 321 Malaysia AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 322 Malaysia AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 323 Malaysia AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 324 Malaysia AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 325 Malaysia AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 326 Rest of Asia Pacific AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 327 Rest of Asia Pacific AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 328 Rest of Asia Pacific AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 329 Rest of Asia Pacific AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 330 Rest of Asia Pacific AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 331 Rest of Asia Pacific AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 332 Rest of Asia Pacific AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 333 Rest of Asia Pacific AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 334 Rest of Asia Pacific AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 335 Rest of Asia Pacific AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million

• TABLE 336 LAMEA AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 337 LAMEA AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 338 LAMEA AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 339 LAMEA AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 340 LAMEA Pharmaceutical Market by Country, 2018 - 2021, USD Million
• TABLE 341 LAMEA Pharmaceutical Market by Country, 2022 - 2028, USD Million
• TABLE 342 LAMEA Medical Devices Market by Country, 2018 - 2021, USD Million
• TABLE 343 LAMEA Medical Devices Market by Country, 2022 - 2028, USD Million
• TABLE 344 LAMEA Biotechnology Market by Country, 2018 - 2021, USD Million
• TABLE 345 LAMEA Biotechnology Market by Country, 2022 - 2028, USD Million
• TABLE 346 LAMEA Others Market by Country, 2018 - 2021, USD Million
• TABLE 347 LAMEA Others Market by Country, 2022 - 2028, USD Million
• TABLE 348 LAMEA AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 349 LAMEA AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 350 LAMEA Sales & Marketing Support Market by Country, 2018 - 2021, USD Million
• TABLE 351 LAMEA Sales & Marketing Support Market by Country, 2022 - 2028, USD Million
• TABLE 352 LAMEA Supply Chain Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 353 LAMEA Supply Chain Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 354 LAMEA Research & Development Market by Country, 2018 - 2021, USD Million
• TABLE 355 LAMEA Research & Development Market by Country, 2022 - 2028, USD Million
• TABLE 356 LAMEA Others Market by Country, 2018 - 2021, USD Million
• TABLE 357 LAMEA Others Market by Country, 2022 - 2028, USD Million
• TABLE 358 LAMEA AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 359 LAMEA AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 360 LAMEA Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 361 LAMEA Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 362 LAMEA On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 363 LAMEA On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 364 LAMEA AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 365 LAMEA AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 366 LAMEA Services Market by Country, 2018 - 2021, USD Million
• TABLE 367 LAMEA Services Market by Country, 2022 - 2028, USD Million
• TABLE 368 LAMEA Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 369 LAMEA Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 370 LAMEA Software Market by Country, 2018 - 2021, USD Million
• TABLE 371 LAMEA Software Market by Country, 2022 - 2028, USD Million
• TABLE 372 LAMEA AI In Life Science Analytics Market by Country, 2018 - 2021, USD Million
• TABLE 373 LAMEA AI In Life Science Analytics Market by Country, 2022 - 2028, USD Million
• TABLE 374 Brazil AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 375 Brazil AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 376 Brazil AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 377 Brazil AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 378 Brazil AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 379 Brazil AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 380 Brazil AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 381 Brazil AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 382 Brazil AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 383 Brazil AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 384 Argentina AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 385 Argentina AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 386 Argentina AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 387 Argentina AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 388 Argentina AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 389 Argentina AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 390 Argentina AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 391 Argentina AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 392 Argentina AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 393 Argentina AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 394 UAE AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 395 UAE AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 396 UAE AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 397 UAE AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 398 UAE AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 399 UAE AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 400 UAE AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 401 UAE AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 402 UAE AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 403 UAE AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 404 Saudi Arabia AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 405 Saudi Arabia AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 406 Saudi Arabia AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 407 Saudi Arabia AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 408 Saudi Arabia AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 409 Saudi Arabia AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 410 Saudi Arabia AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 411 Saudi Arabia AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 412 Saudi Arabia AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 413 Saudi Arabia AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 414 South Africa AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 415 South Africa AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 416 South Africa AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 417 South Africa AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 418 South Africa AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 419 South Africa AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 420 South Africa AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 421 South Africa AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 422 South Africa AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 423 South Africa AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 424 Nigeria AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 425 Nigeria AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 426 Nigeria AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 427 Nigeria AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 428 Nigeria AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 429 Nigeria AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 430 Nigeria AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 431 Nigeria AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 432 Nigeria AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 433 Nigeria AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 434 Rest of LAMEA AI In Life Science Analytics Market, 2018 - 2021, USD Million
• TABLE 435 Rest of LAMEA AI In Life Science Analytics Market, 2022 - 2028, USD Million
• TABLE 436 Rest of LAMEA AI In Life Science Analytics Market by End-user, 2018 - 2021, USD Million
• TABLE 437 Rest of LAMEA AI In Life Science Analytics Market by End-user, 2022 - 2028, USD Million
• TABLE 438 Rest of LAMEA AI In Life Science Analytics Market by Application, 2018 - 2021, USD Million
• TABLE 439 Rest of LAMEA AI In Life Science Analytics Market by Application, 2022 - 2028, USD Million
• TABLE 440 Rest of LAMEA AI In Life Science Analytics Market by Deployment, 2018 - 2021, USD Million
• TABLE 441 Rest of LAMEA AI In Life Science Analytics Market by Deployment, 2022 - 2028, USD Million
• TABLE 442 Rest of LAMEA AI In Life Science Analytics Market by Component, 2018 - 2021, USD Million
• TABLE 443 Rest of LAMEA AI In Life Science Analytics Market by Component, 2022 - 2028, USD Million
• TABLE 444 Key Information - Wipro Limited
• TABLE 445 Key Information - Oracle Corporation
• TABLE 446 Key information - IBM Corporation
• TABLE 447 Key information - Accenture PLC
• TABLE 448 key information - Microsoft Corporation
• TABLE 449 Key information - IQVIA Holdings, Inc.
• TABLE 450 Key Information - Lexalytics, Inc.
• TABLE 451 Key Information - Sisense, Inc.
• TABLE 452 Key Information - Databricks, Inc.
• TABLE 453 Key information - SAS Institute, Inc.

List of Figures

• FIG 1 Methodology for the research
• FIG 2 KBV Cardinal Matrix
• FIG 3 Key Leading Strategies: Percentage Distribution (2018-2022)
• FIG 4 Global AI In Life Science Analytics Market Share by End-user, 2021
• FIG 5 Global AI In Life Science Analytics Market Share by End-user, 2028
• FIG 6 Global AI In Life Science Analytics Market by End-user, 2018 - 2028, USD Million
• FIG 7 Global AI In Life Science Analytics Market Share by Application, 2021
• FIG 8 Global AI In Life Science Analytics Market Share by Application, 2028
• FIG 9 Global AI In Life Science Analytics Market by Application, 2018 - 2028, USD Million
• FIG 10 Global AI In Life Science Analytics Market Share by Deployment, 2021
• FIG 11 Global AI In Life Science Analytics Market Share by Deployment, 2028
• FIG 12 Global AI In Life Science Analytics Market by Deployment, 2018 - 2028, USD Million
• FIG 13 Global AI In Life Science Analytics Market Share by Component, 2021
• FIG 14 Global AI In Life Science Analytics Market Share by Component, 2028
• FIG 15 Global AI In Life Science Analytics Market by Component, 2018 - 2028, USD Million
• FIG 16 Global AI In Life Science Analytics Market Share by Region, 2021
• FIG 17 Global AI In Life Science Analytics Market Share by Region, 2028
• FIG 18 Global AI In Life Science Analytics Market by Region, 2018 - 2028, USD Million
• FIG 19 Recent strategies and developments: Wipro Limited
• FIG 20 SWOT Analysis: Wipro Limited
• FIG 21 Recent strategies and developments: Oracle Corporation
• FIG 22 SWOT analysis: Oracle Corporation
• FIG 23 Swot analysis: IBM Corporation
• FIG 24 Swot analysis: Accenture plc
• FIG 25 SWOT Analysis: Microsoft Corporation
• FIG 26 Recent strategies and developments: IQVIA Holdings, Inc.

The Global AI In Life Science Analytics Market size is expected to reach $2.5 billion by 2028, rising at a market growth of 10.9% CAGR during the forecast period.

The term artificial intelligence (AI) refers to a heavily data-driven technology. It is frequently used in the R&D departments of the life sciences sector to provide insightful data from fragmented sources. Though the use of AI technologies and tools is still in its early phases in the life sciences sector, yet it is facilitating companies to develop strategic technological skills for establishing a competitive edge.

Since it can deliver data quickly, precisely, and reliably, AI is gaining acceptance in the analytics field. Because of this, businesses are becoming keener to invest in incorporating AI algorithms into analytical solutions. The accelerating development of new technologies, such as artificial intelligence, and their widespread use across a variety of industries have increased demand for AI in the life sciences sector.

In addition, the application of AI in life sciences is also growing as there is a rising need to reduce costs and improve operational efficiencies in drug discovery and clinical trials. The rapid development of data-based AI, technological advancements in deep learning, and the growing requirement to achieve autonomy in robotics has propelled the implementation of AI in analytics.

This adoption is mainly driven by the inefficiency of the drug discovery process as a result of variables such as high costs of research and development, low success rates in clinical trials, and rising attention to rare diseases. The ability of machine learning technology to improve candidate recruitment processes, data storage, and data analytics is expected to drive market expansion.

COVID-19 Impact Analysis

The extensive help of AI in keeping track of the results of numerous clinical trials on an expanded scale further helped in creating more demand for AI and similar technologies. Furthermore, the development of technologies like electronic data capture (EDC) systems during the pandemic enabled document management monitoring and remote electronic signatures and further accelerated the trial processes. As a result, this immensely helped many pharmaceutical companies in developing efficient drug contenders rapidly. Therefore, the COVID-19 pandemic positively impacted the AI in life science analytics market.

Market Growth Factors

Increasing Emphasis On Personalized Drugs And Precision Medicines

AI technology has greatly influenced the personalized medicine and precision medicine development sectors. Unlike the previous methods of predictive modeling and mechanistic assumptions, AI solutions logically develop optimal drug combinations. These drug combinations are developed from genuine and successful experimental proofs by efficient analysis of modest datasets that are specific to the disease being assessed. Hence, by extending the reach of AI and ML in the development of personalized drugs and precision medicines, AI in life science analytics market is bound to grow.

Growing Application Of Ai In Drug Discovery

Many pharmaceutical and biopharmaceutical companies have increased their investments in artificial intelligence systems as these extensively help in improving the identification of disease targets, designing of medication from the first step, toxicity, potency predictions, and chemical screening. In addition, deep learning enabled by AI is well suited for drug development because of its ability to extract essential features from unprocessed data, regardless of the dataset size. . This has further helped the adoption of AI and thus boosts the expansion of AI in life science analytics market.

Market Restraining Factors

Concerns Regarding The Safety And Privacy Of Crucial Information

The rising number of database sharing among research institutions, software companies, and clinical research organizations (CROs) presents a high risk of data leaks of confidential status. Frequent access to information may also result in the leakage of sensitive patient information to unofficial individuals. Since the majority of data is being maintained electronically, the application of analytics solutions and privacy policies compliance laws pose a significant challenge for biopharmaceutical and pharmaceutical companies. As a result, the R&D of drug development may get restricted by different governmental regulation shifts.

End-User Outlook

On the basis of end-user, the AI in life science analytics market is fragmented into medical devices, pharmaceutical, biotechnology, and others. The pharmaceutical segment acquired the highest revenue share in the AI in life science analytics market in 2021. The rising implementation of AI tools in drug discovery, clinical trials, and manufacturing are the primary factors that are advancing the growth of the segment. These tools significantly decrease the costs and cycle times while improving clinical outcomes.

Application Outlook

Based on application, the AI In life science analytics market is segmented into research & development, sales & marketing support, supply chain analytics, and others. The supply chain analytics segment witnessed a considerable growth rate in the AI In life science analytics market in 2021. The supply chains of pharmaceutical and biopharmaceutical companies involve an intricate set of steps that are necessary for the production of drugs. Some prominent parts of the supply chain include raw materials' sourcing and supply, manufacturing and distribution processes, and delivery of developed medications.

Deployment Outlook

On the basis of deployment, the AI In life science analytics market is divided into on-premise and cloud. The cloud segment recorded the maximum revenue share in the AI In life science analytics market in 2021. Increased development of cloud services, penetration of the internet, and adoption of cloud-based technologies are the main factors propelling the growth of the segment. Implementation of cloud-based AI services is beneficial as they eliminate the requirement for dedicated data centers and hence lower the cost of investment.

Component Outlook

Based on component, the AI In life science analytics market is categorized into software, hardware, and services. The hardware segment procured a remarkable growth rate in the AI In life science analytics market in 2021. In the field of biomedical engineering, AI-based systems are integrated to help in tasks like diagnoses and live image production for any minimally invasive surgeries. The further application of preconfigured hardware solutions aid in supporting crucial jobs of medical staff in medical practices, care facilities, and hospitals.

Regional Outlook

On the basis of region, the AI In life science analytics market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment garnered the maximum revenue share in the AI In life science analytics market in 2021. The higher digital literacy, along with developments in the life science field in the region, has propelled the growth of the segment. In addition, the rising number of government initiatives and increasing collaborations between manufacturers and government bodies have further boosted the demand and integration of AI solutions. Many healthcare institutions in the region have also started adopting AI solutions to organize their workflows.

The major strategies followed by the market participants are Partnerships. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation is the major forerunner in the AI In Life Science Analytics Market. Companies such as Oracle Corporation, Accenture PLC, and IBM Corporation are some of the key innovators in AI In Life Science Analytics Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Wipro Limited, Lexalytics, Inc., Databricks, Inc., SAS Institute, Inc., Sisense, Inc., IQVIA Holdings, Inc., IBM Corporation, Microsoft Corporation, Oracle Corporation, and Accenture PLC.

Strategies deployed in AI In Life Science Analytics Market

Nov-2022: IQVIA teamed up with Clalit, a health services organization in Israel, with an aim to launch the first prime site in the country. Under the collaboration, the capabilities of real-world research, genomics, data, and clinical trial delivery of both companies would be combined, which would allow focus on the delivery of data-driven trials and precision medicine.

Sep-2022: Wipro announced the launch of an AI-enabled Cath lab, to assist with cardiovascular disease. The product contains AutoRight technology, which allows the delivery of precision healthcare, with an aim of minimization of risk and surgical procedures. Cath lab enables intelligent imaging systems to help cardiologists to give appropriate therapies and treatments.

Aug-2022: Databricks make an enhancement to its Brickbuilder Solutions for Healthcare and Life Sciences. New manufacturing and financial services in healthcare would be added, with an aim to reduce cost and elevate time to value across the data transformation journey. Brickbuilder Solutions comprises of AI and data solutions that are expertly designed to address industry-specific business requirements.

Mar-2022: Wipro partnered with Pandorum Technologies, a biotechnology company. Under the partnership, the expertise of Pandorum in regenerative medicines would be combined with the capabilities of Wipro in Artificial Intelligence (AI). This would fuel growth, elevate innovation as well as transform business processes.

Mar-2022: IQVIA released a new workflow tool OCE+, an advancement to its life science customer engagement platform. The tool provides AI-driven recommendations for healthcare professionals (HCP) and this tool would be able to make more informed and smarter decisions. The product maximizes productivity, expands ROI, and advances HCP experiences.

Oct-2021: Oracle took over Cerner, a provider of healthcare solutions, to get more coordinated care and seamless technology in solutions for healthcare. This acquisition would combine the clinical abilities of Cerner with Oracle's enterprise analytics, platform, and automation expertise and aim to expand its global footprint.

Sep-2021: IQVIA added AI-powered technologies to advance the capabilities of Medical Information (MI)services, which comprise Safety and Quality offerings providing customers with end-to-end services and technology. IQVIA's MI Contact Center services would be available in around 170 countries in 50 different languages with highly skilled agents solving to queries.

Apr-2021: IQVIA Holdings Inc. completed the acquisition of Q2 Solutions, clinical laboratory services organization. This acquisition would strengthen its product offering with industry leading suite of services that includes supply chain, biorepository, project management, biospecimen, comprehensive testing as well as consent tracking solutions used in clinical trials.

Mar-2021: Oracle partnered with Saama to provide AI-Enabled Applications to Life Sciences Industry to Advance Clinical Trials. Under the partnership, the smart application of Saam would be combined with the Oracle platform, to provide clinical trial teams with real-time insight. Additionally, this would enable an integrated user experience, agility, and fast outcomes from clinical applications.

Jan-2021: SAS announced the acquisition of Boemska, an IT Services and IT Consulting company. With This acquisition, the acquired technology would be integrated with SAS Viya which would allow the execution and development of decisions and models using no-code and low-code technologies, to perform specific tasks such as decision-making related to a medical event, identifying a manufacturing defect, anticipating fraud and more.

Jan-2020: Accenture came into collaboration with Google Cloud, a suite of cloud computing services. Under the collaboration, artificial intelligence and the cloud of Google would be combined with life sciences services and platforms of Accenture, to assist the life sciences organizations, to make data more secure, valuable, and accessible.

Feb-2019: IQvia announced the acquisition of Linguamatics, a provider of NLP-based text mining for life science and healthcare. With this addition of the AI-based natural language processing solution, the company would be able to uplift the capabilities to help life science and offer better value-based care and good decision-making.

Scope of the Study

Market Segments covered in the Report:

By End-user

• Pharmaceutical
• Medical Devices
• Biotechnology
• Others

By Application

• Sales & Marketing Support
• Supply Chain Analytics
• Research & Development
• Others

By Deployment

• Cloud
• On-premise

By Component

• Services
• Hardware
• Software

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

Companies Profiled

• Wipro Limited
• Lexalytics, Inc.
• Databricks, Inc.
• SAS Institute, Inc.
• Sisense, Inc.
• IQVIA Holdings, Inc.
• IBM Corporation
• Microsoft Corporation
• Oracle Corporation
• Accenture PLC

Unique Offerings from KBV Research

• Exhaustive coverage
• Highest number of market tables and figures
• Subscription based model available
• Guaranteed best price
• Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

• 1.1 Market Definition
• 1.2 Objectives
• 1.3 Market Scope
• 1.4 Segmentation
  • 1.4.1 Global AI In Life Science Analytics Market, by End-user
  • 1.4.2 Global AI In Life Science Analytics Market, by Application
  • 1.4.3 Global AI In Life Science Analytics Market, by Deployment
  • 1.4.4 Global AI In Life Science Analytics Market, by Component
  • 1.4.5 Global AI In Life Science Analytics Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market Overview

• 2.1 Introduction
  • 2.1.1 Overview
    • 2.1.1.1 Market Composition and Scenario
• 2.2 Key Factors Impacting the Market
  • 2.2.1 Market Drivers
  • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

• 3.1 KBV Cardinal Matrix
• 3.2 Recent Industry Wide Strategic Developments
  • 3.2.1 Partnerships, Collaborations and Agreements
  • 3.2.2 Product Launches and Product Expansions
  • 3.2.3 Acquisition and Mergers
• 3.3 Top Winning Strategies
  • 3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)

Chapter 4. Global AI In Life Science Analytics Market by End-user

• 4.1 Global Pharmaceutical Market by Region
• 4.2 Global Medical Devices Market by Region
• 4.3 Global Biotechnology Market by Region
• 4.4 Global Others Market by Region

Chapter 5. Global AI In Life Science Analytics Market by Application

• 5.1 Global Sales & Marketing Support Market by Region
• 5.2 Global Supply Chain Analytics Market by Region
• 5.3 Global Research & Development Market by Region
• 5.4 Global Others Market by Region

Chapter 6. Global AI In Life Science Analytics Market by Deployment

• 6.1 Global Cloud Market by Region
• 6.2 Global On-premise Market by Region

Chapter 7. Global AI In Life Science Analytics Market by Component

• 7.1 Global Services Market by Region
• 7.2 Global Hardware Market by Region
• 7.3 Global Software Market by Region

Chapter 8. Global AI In Life Science Analytics Market by Region

• 8.1 North America AI In Life Science Analytics Market
  • 8.1.1 North America AI In Life Science Analytics Market by End-user
    • 8.1.1.1 North America Pharmaceutical Market by Country
    • 8.1.1.2 North America Medical Devices Market by Country
    • 8.1.1.3 North America Biotechnology Market by Country
    • 8.1.1.4 North America Others Market by Country
  • 8.1.2 North America AI In Life Science Analytics Market by Application
    • 8.1.2.1 North America Sales & Marketing Support Market by Country
    • 8.1.2.2 North America Supply Chain Analytics Market by Country
    • 8.1.2.3 North America Research & Development Market by Country
    • 8.1.2.4 North America Others Market by Country
  • 8.1.3 North America AI In Life Science Analytics Market by Deployment
    • 8.1.3.1 North America Cloud Market by Country
    • 8.1.3.2 North America On-premise Market by Country
  • 8.1.4 North America AI In Life Science Analytics Market by Component
    • 8.1.4.1 North America Services Market by Country
    • 8.1.4.2 North America Hardware Market by Country
    • 8.1.4.3 North America Software Market by Country
  • 8.1.5 North America AI In Life Science Analytics Market by Country
    • 8.1.5.1 US AI In Life Science Analytics Market
      • 8.1.5.1.1 US AI In Life Science Analytics Market by End-user
      • 8.1.5.1.2 US AI In Life Science Analytics Market by Application
      • 8.1.5.1.3 US AI In Life Science Analytics Market by Deployment
      • 8.1.5.1.4 US AI In Life Science Analytics Market by Component
    • 8.1.5.2 Canada AI In Life Science Analytics Market
      • 8.1.5.2.1 Canada AI In Life Science Analytics Market by End-user
      • 8.1.5.2.2 Canada AI In Life Science Analytics Market by Application
      • 8.1.5.2.3 Canada AI In Life Science Analytics Market by Deployment
      • 8.1.5.2.4 Canada AI In Life Science Analytics Market by Component
    • 8.1.5.3 Mexico AI In Life Science Analytics Market
      • 8.1.5.3.1 Mexico AI In Life Science Analytics Market by End-user
      • 8.1.5.3.2 Mexico AI In Life Science Analytics Market by Application
      • 8.1.5.3.3 Mexico AI In Life Science Analytics Market by Deployment
      • 8.1.5.3.4 Mexico AI In Life Science Analytics Market by Component
    • 8.1.5.4 Rest of North America AI In Life Science Analytics Market
      • 8.1.5.4.1 Rest of North America AI In Life Science Analytics Market by End-user
      • 8.1.5.4.2 Rest of North America AI In Life Science Analytics Market by Application
      • 8.1.5.4.3 Rest of North America AI In Life Science Analytics Market by Deployment
      • 8.1.5.4.4 Rest of North America AI In Life Science Analytics Market by Component
• 8.2 Europe AI In Life Science Analytics Market
  • 8.2.1 Europe AI In Life Science Analytics Market by End-user
    • 8.2.1.1 Europe Pharmaceutical Market by Country
    • 8.2.1.2 Europe Medical Devices Market by Country
    • 8.2.1.3 Europe Biotechnology Market by Country
    • 8.2.1.4 Europe Others Market by Country
  • 8.2.2 Europe AI In Life Science Analytics Market by Application
    • 8.2.2.1 Europe Sales & Marketing Support Market by Country
    • 8.2.2.2 Europe Supply Chain Analytics Market by Country
    • 8.2.2.3 Europe Research & Development Market by Country
    • 8.2.2.4 Europe Others Market by Country
  • 8.2.3 Europe AI In Life Science Analytics Market by Deployment
    • 8.2.3.1 Europe Cloud Market by Country
    • 8.2.3.2 Europe On-premise Market by Country
  • 8.2.4 Europe AI In Life Science Analytics Market by Component
    • 8.2.4.1 Europe Services Market by Country
    • 8.2.4.2 Europe Hardware Market by Country
    • 8.2.4.3 Europe Software Market by Country
  • 8.2.5 Europe AI In Life Science Analytics Market by Country
    • 8.2.5.1 Germany AI In Life Science Analytics Market
      • 8.2.5.1.1 Germany AI In Life Science Analytics Market by End-user
      • 8.2.5.1.2 Germany AI In Life Science Analytics Market by Application
      • 8.2.5.1.3 Germany AI In Life Science Analytics Market by Deployment
      • 8.2.5.1.4 Germany AI In Life Science Analytics Market by Component
    • 8.2.5.2 UK AI In Life Science Analytics Market
      • 8.2.5.2.1 UK AI In Life Science Analytics Market by End-user
      • 8.2.5.2.2 UK AI In Life Science Analytics Market by Application
      • 8.2.5.2.3 UK AI In Life Science Analytics Market by Deployment
      • 8.2.5.2.4 UK AI In Life Science Analytics Market by Component
    • 8.2.5.3 France AI In Life Science Analytics Market
      • 8.2.5.3.1 France AI In Life Science Analytics Market by End-user
      • 8.2.5.3.2 France AI In Life Science Analytics Market by Application
      • 8.2.5.3.3 France AI In Life Science Analytics Market by Deployment
      • 8.2.5.3.4 France AI In Life Science Analytics Market by Component
    • 8.2.5.4 Russia AI In Life Science Analytics Market
      • 8.2.5.4.1 Russia AI In Life Science Analytics Market by End-user
      • 8.2.5.4.2 Russia AI In Life Science Analytics Market by Application
      • 8.2.5.4.3 Russia AI In Life Science Analytics Market by Deployment
      • 8.2.5.4.4 Russia AI In Life Science Analytics Market by Component
    • 8.2.5.5 Spain AI In Life Science Analytics Market
      • 8.2.5.5.1 Spain AI In Life Science Analytics Market by End-user
      • 8.2.5.5.2 Spain AI In Life Science Analytics Market by Application
      • 8.2.5.5.3 Spain AI In Life Science Analytics Market by Deployment
      • 8.2.5.5.4 Spain AI In Life Science Analytics Market by Component
    • 8.2.5.6 Italy AI In Life Science Analytics Market
      • 8.2.5.6.1 Italy AI In Life Science Analytics Market by End-user
      • 8.2.5.6.2 Italy AI In Life Science Analytics Market by Application
      • 8.2.5.6.3 Italy AI In Life Science Analytics Market by Deployment
      • 8.2.5.6.4 Italy AI In Life Science Analytics Market by Component
    • 8.2.5.7 Rest of Europe AI In Life Science Analytics Market
      • 8.2.5.7.1 Rest of Europe AI In Life Science Analytics Market by End-user
      • 8.2.5.7.2 Rest of Europe AI In Life Science Analytics Market by Application
      • 8.2.5.7.3 Rest of Europe AI In Life Science Analytics Market by Deployment
      • 8.2.5.7.4 Rest of Europe AI In Life Science Analytics Market by Component
• 8.3 Asia Pacific AI In Life Science Analytics Market
  • 8.3.1 Asia Pacific AI In Life Science Analytics Market by End-user
    • 8.3.1.1 Asia Pacific Pharmaceutical Market by Country
    • 8.3.1.2 Asia Pacific Medical Devices Market by Country
    • 8.3.1.3 Asia Pacific Biotechnology Market by Country
    • 8.3.1.4 Asia Pacific Others Market by Country
  • 8.3.2 Asia Pacific AI In Life Science Analytics Market by Application
    • 8.3.2.1 Asia Pacific Sales & Marketing Support Market by Country
    • 8.3.2.2 Asia Pacific Supply Chain Analytics Market by Country
    • 8.3.2.3 Asia Pacific Research & Development Market by Country
    • 8.3.2.4 Asia Pacific Others Market by Country
  • 8.3.3 Asia Pacific AI In Life Science Analytics Market by Deployment
    • 8.3.3.1 Asia Pacific Cloud Market by Country
    • 8.3.3.2 Asia Pacific On-premise Market by Country
  • 8.3.4 Asia Pacific AI In Life Science Analytics Market by Component
    • 8.3.4.1 Asia Pacific Services Market by Country
    • 8.3.4.2 Asia Pacific Hardware Market by Country
    • 8.3.4.3 Asia Pacific Software Market by Country
  • 8.3.5 Asia Pacific AI In Life Science Analytics Market by Country
    • 8.3.5.1 China AI In Life Science Analytics Market
      • 8.3.5.1.1 China AI In Life Science Analytics Market by End-user
      • 8.3.5.1.2 China AI In Life Science Analytics Market by Application
      • 8.3.5.1.3 China AI In Life Science Analytics Market by Deployment
      • 8.3.5.1.4 China AI In Life Science Analytics Market by Component
    • 8.3.5.2 Japan AI In Life Science Analytics Market
      • 8.3.5.2.1 Japan AI In Life Science Analytics Market by End-user
      • 8.3.5.2.2 Japan AI In Life Science Analytics Market by Application
      • 8.3.5.2.3 Japan AI In Life Science Analytics Market by Deployment
      • 8.3.5.2.4 Japan AI In Life Science Analytics Market by Component
    • 8.3.5.3 India AI In Life Science Analytics Market
      • 8.3.5.3.1 India AI In Life Science Analytics Market by End-user
      • 8.3.5.3.2 India AI In Life Science Analytics Market by Application
      • 8.3.5.3.3 India AI In Life Science Analytics Market by Deployment
      • 8.3.5.3.4 India AI In Life Science Analytics Market by Component
    • 8.3.5.4 South Korea AI In Life Science Analytics Market
      • 8.3.5.4.1 South Korea AI In Life Science Analytics Market by End-user
      • 8.3.5.4.2 South Korea AI In Life Science Analytics Market by Application
      • 8.3.5.4.3 South Korea AI In Life Science Analytics Market by Deployment
      • 8.3.5.4.4 South Korea AI In Life Science Analytics Market by Component
    • 8.3.5.5 Singapore AI In Life Science Analytics Market
      • 8.3.5.5.1 Singapore AI In Life Science Analytics Market by End-user
      • 8.3.5.5.2 Singapore AI In Life Science Analytics Market by Application
      • 8.3.5.5.3 Singapore AI In Life Science Analytics Market by Deployment
      • 8.3.5.5.4 Singapore AI In Life Science Analytics Market by Component
    • 8.3.5.6 Malaysia AI In Life Science Analytics Market
      • 8.3.5.6.1 Malaysia AI In Life Science Analytics Market by End-user
      • 8.3.5.6.2 Malaysia AI In Life Science Analytics Market by Application
      • 8.3.5.6.3 Malaysia AI In Life Science Analytics Market by Deployment
      • 8.3.5.6.4 Malaysia AI In Life Science Analytics Market by Component
    • 8.3.5.7 Rest of Asia Pacific AI In Life Science Analytics Market
      • 8.3.5.7.1 Rest of Asia Pacific AI In Life Science Analytics Market by End-user
      • 8.3.5.7.2 Rest of Asia Pacific AI In Life Science Analytics Market by Application
      • 8.3.5.7.3 Rest of Asia Pacific AI In Life Science Analytics Market by Deployment
      • 8.3.5.7.4 Rest of Asia Pacific AI In Life Science Analytics Market by Component
• 8.4 LAMEA AI In Life Science Analytics Market
  • 8.4.1 LAMEA AI In Life Science Analytics Market by End-user
    • 8.4.1.1 LAMEA Pharmaceutical Market by Country
    • 8.4.1.2 LAMEA Medical Devices Market by Country
    • 8.4.1.3 LAMEA Biotechnology Market by Country
    • 8.4.1.4 LAMEA Others Market by Country
  • 8.4.2 LAMEA AI In Life Science Analytics Market by Application
    • 8.4.2.1 LAMEA Sales & Marketing Support Market by Country
    • 8.4.2.2 LAMEA Supply Chain Analytics Market by Country
    • 8.4.2.3 LAMEA Research & Development Market by Country
    • 8.4.2.4 LAMEA Others Market by Country
  • 8.4.3 LAMEA AI In Life Science Analytics Market by Deployment
    • 8.4.3.1 LAMEA Cloud Market by Country
    • 8.4.3.2 LAMEA On-premise Market by Country
  • 8.4.4 LAMEA AI In Life Science Analytics Market by Component
    • 8.4.4.1 LAMEA Services Market by Country
    • 8.4.4.2 LAMEA Hardware Market by Country
    • 8.4.4.3 LAMEA Software Market by Country
  • 8.4.5 LAMEA AI In Life Science Analytics Market by Country
    • 8.4.5.1 Brazil AI In Life Science Analytics Market
      • 8.4.5.1.1 Brazil AI In Life Science Analytics Market by End-user
      • 8.4.5.1.2 Brazil AI In Life Science Analytics Market by Application
      • 8.4.5.1.3 Brazil AI In Life Science Analytics Market by Deployment
      • 8.4.5.1.4 Brazil AI In Life Science Analytics Market by Component
    • 8.4.5.2 Argentina AI In Life Science Analytics Market
      • 8.4.5.2.1 Argentina AI In Life Science Analytics Market by End-user
      • 8.4.5.2.2 Argentina AI In Life Science Analytics Market by Application
      • 8.4.5.2.3 Argentina AI In Life Science Analytics Market by Deployment
      • 8.4.5.2.4 Argentina AI In Life Science Analytics Market by Component
    • 8.4.5.3 UAE AI In Life Science Analytics Market
      • 8.4.5.3.1 UAE AI In Life Science Analytics Market by End-user
      • 8.4.5.3.2 UAE AI In Life Science Analytics Market by Application
      • 8.4.5.3.3 UAE AI In Life Science Analytics Market by Deployment
      • 8.4.5.3.4 UAE AI In Life Science Analytics Market by Component
    • 8.4.5.4 Saudi Arabia AI In Life Science Analytics Market
      • 8.4.5.4.1 Saudi Arabia AI In Life Science Analytics Market by End-user
      • 8.4.5.4.2 Saudi Arabia AI In Life Science Analytics Market by Application
      • 8.4.5.4.3 Saudi Arabia AI In Life Science Analytics Market by Deployment
      • 8.4.5.4.4 Saudi Arabia AI In Life Science Analytics Market by Component
    • 8.4.5.5 South Africa AI In Life Science Analytics Market
      • 8.4.5.5.1 South Africa AI In Life Science Analytics Market by End-user
      • 8.4.5.5.2 South Africa AI In Life Science Analytics Market by Application
      • 8.4.5.5.3 South Africa AI In Life Science Analytics Market by Deployment
      • 8.4.5.5.4 South Africa AI In Life Science Analytics Market by Component
    • 8.4.5.6 Nigeria AI In Life Science Analytics Market
      • 8.4.5.6.1 Nigeria AI In Life Science Analytics Market by End-user
      • 8.4.5.6.2 Nigeria AI In Life Science Analytics Market by Application
      • 8.4.5.6.3 Nigeria AI In Life Science Analytics Market by Deployment
      • 8.4.5.6.4 Nigeria AI In Life Science Analytics Market by Component
    • 8.4.5.7 Rest of LAMEA AI In Life Science Analytics Market
      • 8.4.5.7.1 Rest of LAMEA AI In Life Science Analytics Market by End-user
      • 8.4.5.7.2 Rest of LAMEA AI In Life Science Analytics Market by Application
      • 8.4.5.7.3 Rest of LAMEA AI In Life Science Analytics Market by Deployment
      • 8.4.5.7.4 Rest of LAMEA AI In Life Science Analytics Market by Component

Chapter 9. Company Profiles

• 9.1 Wipro Limited
  • 9.1.1 Company Overview
  • 9.1.2 Financial Analysis
  • 9.1.3 Segmental and Regional Analysis
  • 9.1.4 Research & Development Expenses
  • 9.1.5 Recent strategies and developments:
    • 9.1.5.1 Partnerships, Collaborations, and Agreements:
    • 9.1.5.2 Product Launches and Product Expansions:
  • 9.1.6 SWOT Analysis
• 9.2 Oracle Corporation
  • 9.2.1 Company Overview
  • 9.2.2 Financial Analysis
  • 9.2.3 Segmental and Regional Analysis
  • 9.2.4 Research & Development Expense
  • 9.2.5 Recent strategies and developments:
    • 9.2.5.1 Partnerships, Collaborations, and Agreements:
    • 9.2.5.2 Acquisition and Mergers:
  • 9.2.6 SWOT Analysis
• 9.3 IBM Corporation
  • 9.3.1 Company Overview
  • 9.3.2 Financial Analysis
  • 9.3.3 Regional & Segmental Analysis
  • 9.3.4 Research & Development Expenses
  • 9.3.5 SWOT Analysis
• 9.4 Accenture PLC
  • 9.4.1 Company Overview
  • 9.4.2 Financial Analysis
  • 9.4.3 Segmental and Regional Analysis
  • 9.4.4 Research & Development Expenses
  • 9.4.5 Recent strategies and developments:
    • 9.4.5.1 Partnerships, Collaborations, and Agreements:
  • 9.4.6 SWOT Analysis
• 9.5 Microsoft Corporation
  • 9.5.1 Company Overview
  • 9.5.2 Financial Analysis
  • 9.5.3 Segmental and Regional Analysis
  • 9.5.4 Research & Development Expenses
  • 9.5.5 SWOT Analysis
• 9.6 IQVIA Holdings, Inc.
  • 9.6.1 Company Overview
  • 9.6.2 Financial Analysis
  • 9.6.3 Segmental and Regional Analysis
  • 9.6.4 Recent strategies and developments:
    • 9.6.4.1 Partnerships, Collaborations, and Agreements:
    • 9.6.4.2 Product Launches and Product Expansions:
    • 9.6.4.3 Acquisition and Mergers:
• 9.7 Lexalytics, Inc. (InMoment, Inc.)
  • 9.7.1 Company Overview
• 9.8 Sisense, Inc.
  • 9.8.1 Company Overview
• 9.9 Databricks, Inc.
  • 9.9.1 Company Overview
  • 9.9.2 Recent strategies and developments:
    • 9.9.2.1 Product Launches & Product Expansions:
• 9.10. SAS Institute, Inc.
  • 9.10.1 Company Overview
  • 9.10.2 Recent strategies and developments:
    • 9.10.2.1 Partnerships, Collaborations, and Agreements: