表紙:創薬における人工知能市場-コンポーネント別、技術別、用途タイプ別、治療領域別、最終用途別、世界予測、2023-2032年
市場調査レポート
商品コード
1355829

創薬における人工知能市場-コンポーネント別、技術別、用途タイプ別、治療領域別、最終用途別、世界予測、2023-2032年

Artificial Intelligence (AI) in Drug Discovery Market-By Component (Software, Service), Technology (Machine learning {Deep Learning}), Application Type (Target Identification), Therapeutic Area (Oncology), End-use (CRO), Global Forecast, 2023-2032

出版日: | 発行: Global Market Insights Inc. | ページ情報: 英文 220 Pages | 納期: 2~3営業日

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価格
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本日の銀行送金レート: 1USD=156.76円
創薬における人工知能市場-コンポーネント別、技術別、用途タイプ別、治療領域別、最終用途別、世界予測、2023-2032年
出版日: 2023年08月01日
発行: Global Market Insights Inc.
ページ情報: 英文 220 Pages
納期: 2~3営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

創薬における人工知能(AI)の世界市場は、異業種連携やパートナーシップの増加により、2023年から2032年にかけてCAGR 30.1%で拡大します。

製薬の専門知識とAI駆動技術の融合により、より迅速で効率的な創薬プロセスが可能になります。共同研究は、医薬品研究へのAIアルゴリズムの統合を促進し、潜在化合物の同定を加速し、開発期間を短縮します。このような異業種間の相乗効果はイノベーションを促進し、創薬AI産業の成長を後押しします。

一例を挙げると、2023年10月、Evozynは、ジェネレーティブAIを活用した創薬プラットフォームと製品開発への取り組みを支援するため、8,100万米ドルのシリーズB資金調達ラウンドを完了したことを明らかにしました。この進展は、2023年初頭にエヌビディアと生産的な提携を結んだことに続くもので、この間に両社は治療用タンパク質を設計できる革新的なAIモデルを共同開発しました。

創薬AI市場全体は、コンポーネント、技術、用途、治療分野、最終用途、地域に基づいて分類されます。

サービス分野は、2023年から2032年にかけて顕著な利益を獲得する可能性があります。創薬サービスにおけるAIは、医薬品開発プロセスを大幅に迅速化する能力により、高い需要があります。AIアルゴリズムは、膨大なデータセットを分析し、潜在的な医薬品候補を予測し、分子構造を驚くべきスピードと精度で最適化することができます。これにより、研究開発期間が短縮されるだけでなく、コストも削減されます。より迅速で効率的な創薬ソリューションの必要性から、この分野におけるAIサービスの需要は伸び続けています。

創薬ソリューションとサービスにおけるAIは、精度と効率を高めるため、2032年までに前臨床試験用途で需要が急増する可能性があります。AIを活用したアルゴリズムは、複雑な生物学的・化学的データを迅速に分析し、有望な医薬品候補の同定や前臨床試験での挙動予測を支援することができます。これにより、大規模な実験室での実験の必要性が減り、医薬品開発のタイムラインが早まり、最終的にはコストが削減されるため、AIは創薬の前臨床試験段階で不可欠な存在となっています。

創薬産業における欧州のAIは、2023年から2032年の間に注目すべきCAGRを示す可能性があります。欧州は強力な製薬セクターを誇り、AI研究に多額の投資を行っています。EFPIAの2022年版年次報告書によると、欧州の研究開発型医薬品産業は生産額が大幅に伸びており、2000年の1,275億ユーロから2021年には3,000億ユーロに増加しています。同様に注目すべきは輸出の著しい増加で、同時期に909億ユーロから5,650億ユーロに急増しました。2021年には輸入が3,900億ユーロを占め、貿易収支は1,750億ユーロの黒字となります。

イノベーションに対する規制当局の支援と、学界、新興企業、既存の製薬企業間のパートナーシップが、AIの採用を促進します。 さらに、COVID-19のような疾患と闘うためのより効率的な医薬品開発プロセスの必要性が、欧州地域全体の創薬におけるAIソリューションの需要を加速させています。

目次

第1章 調査手法と調査範囲

第2章 エグゼクティブサマリー

第3章 創薬における人工知能の業界洞察

  • エコシステム分析
  • 業界への影響要因
    • 成長促進要因
      • 業界を超えたコラボレーションやパートナーシップの増加
      • 人工知能による創薬・開発プロセスにおけるコストと時間の削減
      • 慢性疾患および感染症の流行増加
    • 業界の潜在的リスク&課題
      • 創薬分野におけるデータセットの不足
      • 限られた理解と専門知識
  • 成長の可能性分析
  • COVID-19の影響分析
  • 規制状況
  • 創薬におけるAI-ステージ別・治療領域別の医薬品
  • 創薬におけるAIの資金調達、2018年~2020年
  • ポーターの分析
  • PESTEL分析

第4章 競合情勢

  • イントロダクション
  • 投資とパートナーシップの状況
  • 企業マトリックス分析
  • 主要市場企業の競合分析
  • 競合のポジショニング・マトリックス
  • 戦略ダッシュボード

第5章 創薬における人工知能の市場規模・予測:コンポーネント別

  • 主要動向:コンポーネント別
  • ソフトウェア
  • サービス

第6章 創薬における人工知能の市場規模・予測:技術別

  • 主要動向:技術別
  • 機械学習
    • ディープラーニング
    • 教師あり学習
    • 教師なし学習
    • その他の機械学習技術
  • その他の技術

第7章 創薬における人工知能の市場規模・予測:用途タイプ別

  • 主要動向:用途タイプ別
  • 分子ライブラリースクリーニング
  • ターゲット同定
  • 薬剤の最適化と再利用
  • 新薬設計
  • 前臨床試験

第8章 創薬における人工知能の市場規模・予測:治療領域別

  • 主要動向:治療領域別
  • がん領域
  • 神経変性疾患
  • 炎症性疾患
  • 感染症
  • 代謝性疾患
  • 希少疾患
  • 心血管疾患
  • その他の治療領域

第9章 創薬における人工知能の市場規模・予測:最終用途別

  • 主要動向:最終用途別
  • 製薬・バイオテクノロジー企業
  • CRO(医薬品開発業務受託機関)
  • その他のエンドユーザー

第10章 創薬における人工知能の市場規模・予測:地域別

  • 主要動向:地域別
  • 北米
    • 米国
    • カナダ
  • 欧州
    • ドイツ
    • 英国
    • フランス
    • スペイン
    • イタリア
    • その他欧州
  • アジア太平洋
    • 日本
    • 中国
    • インド
    • オーストラリア
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカ
    • ブラジル
    • メキシコ
    • その他ラテンアメリカ
  • 中東・アフリカ
    • 南アフリカ
    • サウジアラビア
    • その他中東とアフリカ

第11章 企業プロファイル

  • Microsoft
  • BenevolentAI
  • Exscientia
  • IBM Corporation
  • Alphabet(DeepMind)
  • NVIDIA Corporation
  • Deep Genomic
  • Atomwise Inc.
  • Cyclica
  • Deargen
図表

Data Tables

  • TABLE 1 Market revenue, by component (2022)
  • TABLE 2 Market revenue, by technology (2022)
  • TABLE 3 Market revenue, by application type (2022)
  • TABLE 4 Market share, by therapeutic area (2022)
  • TABLE 5 Market share, by end-use (2022)
  • TABLE 6 Market share, by region (2022)
  • TABLE 7 Global artificial intelligence in drug discovery market size, by region, 2018-2022 (USD Million)
  • TABLE 8 Global artificial intelligence in drug discovery market size, by region, 2023-2032 (USD Million)
  • TABLE 9 Global artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 10 Global artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 11 Global artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 12 Global artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 13 Global artificial intelligence in drug discovery market size, by application type, 2018-2022 (USD Million)
  • TABLE 14 Global artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 15 Global artificial intelligence in drug discovery market size, by therapeutic area, 2018-2022 (USD Million)
  • TABLE 16 Global artificial intelligence in drug discovery market size, by therapeutic area, 2023-2032 (USD Million)
  • TABLE 17 Global artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 18 Global artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 19 Industry impact forces
  • TABLE 20 Software market size, 2018-2022 (USD Million)
  • TABLE 21 Software market size, 2023-2032 (USD Million)
  • TABLE 22 Services market size, 2018-2022 (USD Million)
  • TABLE 23 Services market size, 2023-2032 (USD Million)
  • TABLE 24 Machine learning market size, 2018-2022 (USD Million)
  • TABLE 25 Machine learning market size, 2023-2032 (USD Million)
  • TABLE 26 Deep learning market size, 2018-2022 (USD Million)
  • TABLE 27 Deep learning market size, 2023-2032 (USD Million)
  • TABLE 28 Supervised learning market size, 2018-2022 (USD Million)
  • TABLE 29 Supervised learning market size, 2023-2032 (USD Million)
  • TABLE 30 Unsupervised learning market size, 2018-2022 (USD Million)
  • TABLE 31 Unsupervised learning market size, 2023-2032 (USD Million)
  • TABLE 32 Other machine learning technologies market size, 2018-2022 (USD Million)
  • TABLE 33 Other machine learning technologies market size, 2023-2032 (USD Million)
  • TABLE 34 Other technologies market size, 2018-2022 (USD Million)
  • TABLE 35 Other technologies market size, 2023-2032 (USD Million)
  • TABLE 36 Molecular library screening market size, 2018-2022 (USD Million)
  • TABLE 37 Molecular library screening market size, 2023-2032 (USD Million)
  • TABLE 38 Target identification market size, 2018-2022 (USD Million)
  • TABLE 39 Target identification market size, 2023-2032 (USD Million)
  • TABLE 40 Drug optimization and repurposing market size, 2018-2022 (USD Million)
  • TABLE 41 Drug optimization and repurposing market size, 2023-2032 (USD Million)
  • TABLE 42 De novo drug designing market size, 2018-2022 (USD Million)
  • TABLE 43 De novo drug designing market size, 2023-2032 (USD Million)
  • TABLE 44 Preclinical testing market size, 2018-2022 (USD Million)
  • TABLE 45 Preclinical testing market size, 2018-2022 (USD Million)
  • TABLE 46 Oncology market size, 2018-2022 (USD Million)
  • TABLE 47 Oncology market size, 2023-2032 (USD Million)
  • TABLE 48 Neurodegenerative diseases market size, 2018-2022 (USD Million)
  • TABLE 49 Neurodegenerative diseases market size, 2023-2032 (USD Million)
  • TABLE 50 Inflammatory market size, 2018-2022 (USD Million)
  • TABLE 51 Inflammatory market size, 2023-2032 (USD Million)
  • TABLE 52 Infectious diseases market size, 2018-2022 (USD Million)
  • TABLE 53 Infectious diseases market size, 2023-2032 (USD Million)
  • TABLE 54 Metabolic diseases market size, 2018-2022 (USD Million)
  • TABLE 55 Metabolic diseases market size, 2023-2032 (USD Million)
  • TABLE 56 Rare diseases market size, 2018-2022 (USD Million)
  • TABLE 57 Rare diseases market size, 2023-2032 (USD Million)
  • TABLE 58 Cardiovascular diseases market size, 2018-2022 (USD Million)
  • TABLE 59 Cardiovascular diseases market size, 2018-2022 (USD Million)
  • TABLE 60 Other therapeutic areas market size, 2018-2022 (USD Million)
  • TABLE 61 Other therapeutic areas market size, 2023-2032 (USD Million)
  • TABLE 62 North America artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
  • TABLE 63 North America artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
  • TABLE 64 North America artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 65 North America artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 66 North America artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 67 North America artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 68 North America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 69 North America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 70 North America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 71 North America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 72 North America artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 73 North America artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 74 U.S. artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 75 U.S. artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 76 U.S. artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 77 U.S. artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 78 U.S. artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 79 U.S. artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 80 U.S. artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 81 U.S. artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 82 U.S. artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 83 U.S. artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 84 Canada artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 85 Canada artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 86 Canada artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 87 Canada artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 88 Canada artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 89 Canada artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 90 Canada artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 91 Canada artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 92 Canada artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 93 Canada artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 94 Europe artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
  • TABLE 95 Europe artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
  • TABLE 96 Europe artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 97 Europe artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 98 Europe artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 99 Europe artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 100 Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 101 Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 102 Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 103 Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 104 Europe artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 105 Europe artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 106 Germany artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 107 Germany artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 108 Germany artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 109 Germany artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 110 Germany artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 111 Germany artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 112 Germany artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 113 Germany artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 114 Germany artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 115 Germany artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 116 UK artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 117 UK artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 118 UK artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 119 UK artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 120 UK artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 121 UK artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 122 UK artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 123 UK artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 124 UK artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 125 UK artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 126 France artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 127 France artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 128 France artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 129 France artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 130 France artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 131 France artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 132 France artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 133 France artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 134 France artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 135 France artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 136 Spain artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 137 Spain artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 138 Spain artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 139 Spain artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 140 Spain artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 141 Spain artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 142 Spain artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 143 Spain artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 144 Spain artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 145 Spain artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 146 Italy artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 147 Italy artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 148 Italy artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 149 Italy artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 150 Italy artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 151 Italy artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 152 Italy artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 153 Italy artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 154 Italy artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 155 Italy artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 156 Rest of Europe artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 157 Rest of Europe artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 158 Rest of Europe artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 159 Rest of Europe artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 160 Rest of Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 161 Rest of Europe artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 162 Rest of Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 163 Rest of Europe artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 164 Rest of Europe artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 165 Rest of Europe artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 166 Asia Pacific artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
  • TABLE 167 Asia Pacific artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
  • TABLE 168 Asia Pacific artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 169 Asia Pacific artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 170 Asia Pacific artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 171 Asia Pacific artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 172 Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 173 Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 174 Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 175 Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 176 Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 177 Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 178 China artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 179 China artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 180 China artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 181 China artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 182 China artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 183 China artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 184 China artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 185 China artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 186 China artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 187 China artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 188 India artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 189 India artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 190 India artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 191 India artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 192 India artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 193 India artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 194 India artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 195 India artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 196 India artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 197 India artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 198 Australia artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 199 Australia artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 200 Australia artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 201 Australia artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 202 Australia artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 203 Australia artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 204 Australia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 205 Australia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 206 Australia artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 207 Australia artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 208 South Korea artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 209 South Korea artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 210 South Korea artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 211 South Korea artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 212 South Korea artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 213 South Korea artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 214 South Korea artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 215 South Korea artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 216 South Korea artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 217 South Korea artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 218 Rest of Asia Pacific artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 219 Rest of Asia Pacific artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 220 Rest of Asia Pacific artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 221 Rest of Asia Pacific artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 222 Rest of Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 223 Rest of Asia Pacific artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 224 Rest of Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 225 Rest of Asia Pacific artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 226 Rest of Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 227 Rest of Asia Pacific artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 228 Latin America artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
  • TABLE 229 Latin America artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
  • TABLE 230 Latin America artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 231 Latin America artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 232 Latin America artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 233 Latin America artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 234 Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 235 Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 236 Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 237 Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 238 Latin America artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 239 Latin America artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 240 Brazil artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 241 Brazil artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 242 Brazil artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 243 Brazil artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 244 Brazil artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 245 Brazil artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 246 Brazil artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 247 Brazil artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 248 Brazil artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 249 Brazil artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 250 Mexico artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 251 Mexico artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 252 Mexico artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 253 Mexico artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 254 Mexico artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 255 Mexico artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 256 Mexico artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 257 Mexico artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 258 Mexico artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 259 Mexico artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 260 Rest of Latin America artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 261 Rest of Latin America artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 262 Rest of Latin America artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 263 Rest of Latin America artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 264 Rest of Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 265 Rest of Latin America artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 266 Rest of Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 267 Rest of Latin America artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 268 Rest of Latin America artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 269 Rest of Latin America artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 270 Middle East & Africa artificial intelligence in drug discovery market size, by country, 2018-2022 (USD Million)
  • TABLE 271 Middle East & Africa artificial intelligence in drug discovery market size, by country, 2023-2032 (USD Million)
  • TABLE 272 Middle East & Africa artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 273 Middle East & Africa artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 274 Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 275 Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 276 Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 277 Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 278 Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 279 Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 280 Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 281 Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 282 South Africa artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 283 South Africa artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 284 South Africa artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 285 South Africa artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 286 South Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 287 South Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 288 South Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 289 South Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 290 South Africa artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 291 South Africa artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 292 Saudi Arabia artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 293 Saudi Arabia artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 294 Saudi Arabia artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 295 Saudi Arabia artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 296 Saudi Arabia artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 297 Saudi Arabia artificial intelligence in drug discovery market size, by application type type, 2023-2032 (USD Million)
  • TABLE 298 Saudi Arabia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 299 Saudi Arabia artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 300 Saudi Arabia artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 301 Saudi Arabia artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)
  • TABLE 302 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by component, 2018-2022 (USD Million)
  • TABLE 303 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by component, 2023-2032 (USD Million)
  • TABLE 304 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2018-2022 (USD Million)
  • TABLE 305 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by technology, 2023-2032 (USD Million)
  • TABLE 306 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 307 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by application type, 2023-2032 (USD Million)
  • TABLE 308 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 309 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by therapeutics area, 2023-2032 (USD Million)
  • TABLE 310 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2018-2022 (USD Million)
  • TABLE 311 Rest of Middle East & Africa artificial intelligence in drug discovery market size, by end-use, 2023-2032 (USD Million)

Charts & Figures

  • FIG 1 GMI report coverage: Critical research elements
  • FIG 2 Top-down approach
  • FIG 3 Market estimation and forecast methodology
  • FIG 4 Market forecasting methodology
  • FIG 5 Breakdown of primary participants
  • FIG 6 Artificial intelligence in drug discovery industry 360 degree synopsis, 2018 - 2032
  • FIG 7 Growth potential analysis, by component
  • FIG 8 Growth potential analysis, by technology
  • FIG 9 Growth potential analysis, by application type
  • FIG 10 Growth potential analysis, by therapeutic area
  • FIG 11 Growth potential analysis, by end-use
  • FIG 12 Porter's analysis
  • FIG 13 PESTEL analysis
  • FIG 14 Company matrix analysis, 2022
  • FIG 15 Competitive analysis of major market players, 2022
  • FIG 16 Competitive positioning matrix
  • FIG 17 Strategic dashboard, 2022
目次
Product Code: 6361

Global Artificial Intelligence (AI) in Drug Discovery Market will expand at 30.1% CAGR from 2023 to 2032, driven by the growing number of cross-industry collaborations and partnerships. The convergence of pharmaceutical expertise with AI-driven technologies enables faster and more efficient drug discovery processes. Collaborations facilitate the integration of AI algorithms into drug research, accelerating the identification of potential compounds and reducing development timelines. This synergy between different sectors fuels innovation, driving the growth of the AI in drug discovery industry.

Quoting an instance, in October 2023, Evozyn revealed the completion of an $81 million Series B funding round dedicated to supporting the advancement of its generative AI-powered drug discovery platform and product development efforts. This development comes on the heels of a productive partnership with NVIDIA earlier in 2023, during which the two companies jointly created an innovative AI model capable of designing therapeutic proteins.

The overall AI in drug discovery market is categorized based on component, technology, application, therapeutic area, end-use, and region.

The services segment could garner commendable gains throughout 2023-2032. AI in drug discovery services is in high demand due to their ability to significantly expedite the drug development process. AI algorithms can analyze vast datasets, predict potential drug candidates, and optimize molecular structures with remarkable speed and precision. This not only reduces research and development timelines but also lowers costs. With the need for faster and more efficient drug discovery solutions, the demand for AI services in this sector continues to grow.

AI in drug discovery solutions and services could experience surging demand in preclinical testing applications by 2032 because they enhance accuracy and efficiency. AI-powered algorithms can swiftly analyze complex biological and chemical data, aiding in the identification of promising drug candidates and predicting their behavior in preclinical testing. This reduces the need for extensive laboratory experiments, accelerates the drug development timeline, and ultimately lowers costs, making AI indispensable in the preclinical testing phase of drug discovery.

Europe AI in drug discovery industry could exhibit noteworthy CAGR between 2023-2032. Europe boasts a strong pharmaceutical sector and is investing significantly in AI research. According to EFPIA's Annual Report for 2022, the research-based pharmaceutical industry in Europe has seen substantial growth in production value, rising from 127.5 billion euros in 2000 to 300 billion euros in 2021. Equally noteworthy is the remarkable increase in exports, which surged from 90.9 billion euros to 565 billion euros during the same timeframe. In 2021, imports accounted for 390 billion euros, resulting in a positive trade balance of 175 billion euros.

Regulatory support for innovation and partnerships between academia, startups, and established pharmaceutical companies fosters AI adoption. Additionally, the need for more efficient drug development processes to combat diseases like COVID-19 accelerates the demand for AI solutions in drug discovery across the European region.

Table of Contents

Chapter 1 Methodology & Scope

  • 1.1 Market definition
  • 1.2 Base estimates & calculations
  • 1.3 Forecast parameters
  • 1.4 COVID-19 impact analysis at global level
  • 1.5 Data validation
  • 1.6 Data Sources
    • 1.6.1 Primary
    • 1.6.2 Secondary
      • 1.6.2.1 Paid sources
      • 1.6.2.2 Public sources

Chapter 2 Executive Summary

  • 2.1 Global artificial intelligence in drug discovery industry 360 degree synopsis, 2018 - 2032
    • 2.1.1 Business trends
    • 2.1.2 Regional trends
    • 2.1.3 Component trends
    • 2.1.4 Technology trends
    • 2.1.5 Application type trends
    • 2.1.6 Therapeutic area trends
    • 2.1.7 End-use trends

Chapter 3 Artificial Intelligence in Drug Discovery Industry Insights

  • 3.1 Industry ecosystem analysis
  • 3.2 Industry impact forces
    • 3.2.1 Growth drivers
      • 3.2.1.1 Growing number of cross industry collaborations and partnerships
      • 3.2.1.2 Artificial intelligence reduces cost and time utilized in the drug discovery& development process
      • 3.2.1.3 Rising prevalence of chronic and infectious diseases
    • 3.2.2 Industry pitfalls & challenges
      • 3.2.2.1 Lack of data sets in the field of drug discovery
      • 3.2.2.2 Limited understanding and expertise
  • 3.3 Growth potential analysis
    • 3.3.1 By component
    • 3.3.2 By technology
    • 3.3.3 By application type
    • 3.3.4 By therapeutic area
    • 3.3.5 By end-use
  • 3.4 COVID- 19 impact analysis
  • 3.5 Regulatory landscape
  • 3.6 AI in drug discovery - Drugs by stage and therapeutic area
  • 3.7 AI in drug discovery funding, 2018-2020
  • 3.8 Porter's analysis
  • 3.9 PESTEL analysis

Chapter 4 Competitive Landscape, 2022

  • 4.1 Introduction
  • 4.2 Investment and partnership landscape
  • 4.3 Company matrix analysis, 2022
  • 4.4 Competitive analysis of major market players
  • 4.5 Competitive positioning matrix
  • 4.6 Strategy dashboard, 2022

Chapter 5 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Component (USD Million)

  • 5.1 Key trends, by component
  • 5.2 Software
  • 5.3 Services

Chapter 6 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Technology (USD Million)

  • 6.1 Key trends, by technology
  • 6.2 Machine Learning
    • 6.2.1 Deep Learning
    • 6.2.2 Supervised Learning
    • 6.2.3 Unsupervised Learning
    • 6.2.4 Other Machine Learning Technologies
  • 6.3 Other Technologies

Chapter 7 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Application Type (USD Million)

  • 7.1 Key trends, by application type
  • 7.2 Molecular library screening
  • 7.3 Target Identification
  • 7.4 Drug Optimization and Repurposing
  • 7.5 De novo Drug Designing
  • 7.6 Preclinical Testing

Chapter 8 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Therapeutic Area (USD Million)

  • 8.1 Key trends, by therapeutic area
  • 8.2 Oncology
  • 8.3 Neurodegenerative Diseases
  • 8.4 Inflammatory
  • 8.5 Infectious Diseases
  • 8.6 Metabolic Diseases
  • 8.7 Rare Diseases
  • 8.8 Cardiovascular Diseases
  • 8.9 Other Therapeutic Areas

Chapter 9 Artificial Intelligence in Drug Discovery Market Size and Forecast, By End-use (USD Million)

  • 9.1 Key trends, by end-use
  • 9.2 Pharmaceutical and Biotechnology Companies
  • 9.3 Contract Research Organization (CROs)
  • 9.4 Other End-users

Chapter 10 Artificial Intelligence in Drug Discovery Market Size and Forecast, By Region (USD Million)

  • 10.1 Key trends, by region
  • 10.2 North America
    • 10.2.1 U.S.
    • 10.2.2 Canada
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 France
    • 10.3.4 Spain
    • 10.3.5 Italy
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 South Korea
    • 10.4.6 Rest of Asia Pacific
  • 10.5 Latin America
    • 10.5.1 Brazil
    • 10.5.2 Mexico
    • 10.5.3 Rest of Latin America
  • 10.6 Middle East & Africa
    • 10.6.1 South Africa
    • 10.6.2 Saudi Arabia
    • 10.6.3 Rest of Middle East & Africa

Chapter 11 Company Profiles

  • 11.1 Microsoft
  • 11.2 BenevolentAI
  • 11.3 Exscientia
  • 11.4 IBM Corporation
  • 11.5 Alphabet (DeepMind)
  • 11.6 NVIDIA Corporation
  • 11.7 Deep Genomic
  • 11.8 Atomwise Inc.
  • 11.9 Cyclica
  • 11.10 Deargen