予測毒性学におけるAI市場規模：技術別、毒性エンドポイント別、コンポーネント別、エンドユーザー別、2023～2032年世界予測

予測毒性学におけるAI市場規模は、効率的な医薬品開発手法に対する世界の需要の高まりに後押しされ、2023年から2032年にかけてCAGR29.5%以上で拡大すると予測されます。

AIは、創薬および開発プロセスを加速するために製薬部門が求める革新的なアプローチを考慮した変革的なツールとして浮上しています。AIを活用した予測毒性学モデルは、意思決定を合理化し、時間とコストのかかる実験的試験の必要性を低減するために、潜在的な毒性の早期特定を可能にします。

さらに、動物実験を最小限に抑えるという規制当局の圧力とともに、倫理的配慮の高まりが、いくつかの業界に代替法の採用を迫っています。例えば、インド政府は、研究、特に医薬品試験における動物の使用を排除するため、新薬および臨床試験規則の改正（2023年）を承認しました。このような持続可能な研究開発アプローチのための無残で人道的な慣行へのシフトは、業界の成長を後押しすると思われます。

予測毒性学におけるAI産業は、コンポーネント、技術、毒性エンドポイント、エンドユーザー、地域に区分されます。

コンポーネントに基づくと、サービスセグメントの市場シェアは2022年にかなりの収益を生み出し、2032年までかなりの成長を記録すると推計されます。AI主導のサービスは、医薬品開発および製品試験中の潜在的な毒性問題に対する貴重な洞察を製薬および化学セクターに提供するため、予測毒性学において不可欠です。さらに、正確で効率的な毒性学的予測に対する需要の高まりは、意思決定と規制遵守を強化するためのAIベースのサービスに対するニーズを急増させています。

エンドユーザー別では、化学・化粧品分野の予測毒性学におけるAI市場は、2023年から2032年にかけて堅調な成長が見込まれます。これは、化学・化粧品分野の安全性評価と規制遵守の優先順位が上昇していることに起因しています。AIベースの予測毒性学ソリューションは、潜在的リスクと成分の毒性に関する貴重な洞察を提供します。化学製剤や化粧品における正確な毒性予測へのニーズの高まりも、同分野の拡大を後押ししそうです。

地域的には、アジア太平洋地域の予測毒性学におけるAI産業は、2023年から2032年の間に顕著な成長率を示すと見られています。これは、製薬およびバイオテクノロジー産業の拡大と、地域全体でAI技術への投資が増加していることに起因しています。規制機関が安全性評価を重視する中、AIアプリケーションは毒性試験のための効率的で正確な予測モデルを提供するために広く導入されています。さらに、業界プレーヤーと研究機関の間の共同作業の高まりも、この地域の産業拡大を加速させると思われます。

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 予測毒性学におけるAI業界考察

• COVID-19への影響
• 業界エコシステム分析
• ベンダーマトリックス
• 利益率分析
• 技術革新の状況
• 特許分析
• 主要ニュースと取り組み
• 規制状況
• 影響要因
  • 促進要因
    • 製薬AIスタートアップへの投資の増加
    • 効率的な医薬品開発への需要の高まり
    • AI技術の進歩
    • 化合物の効率的なスクリーニングに対するニーズの高まり
    • 化学物質の安全性に関する懸念の高まり
  • 業界の潜在的リスク＆課題
    • 予測モデルの精度を損なう不十分または質の低いデータ
    • AIモデルの統合における複雑さ
• 成長可能性分析
• ポーター分析
• PESTEL分析

第4章 競合情勢

• イントロダクション
• 各社の市場シェア
• 主要市場プレーヤーの競合分析
  • Benevolent AI
  • Chemaxon Ltd.
  • Exscientia PLC
  • Insilico Medicine
  • Instem plc
  • Lhasa Limited
  • Recursion Pharmaceuticals
• 競合のポジショニング・マトリックス
• 戦略展望マトリックス

第5章 予測毒性学におけるAI市場推計・予測：コンポーネント別

• 主要動向：コンポーネント別
• ソリューション
• サービス

第6章 予測毒性学におけるAI市場推計・予測：技術別

• 主要動向：技術別
• 機械学習
• 自然言語処理
• コンピュータビジョン
• その他

第7章 予測毒性学におけるAI市場推計・予測：毒性エンドポイント別

• 主要動向：毒性エンドポイント別
• 遺伝子毒性
• 肝毒性
• 神経毒性
• 心毒性
• その他

第8章 予測毒性学におけるAI市場推計・予測：エンドユーザー別

• 主要動向：エンドユーザー別
• 製薬・バイオ企業
• 化学・化粧品
• 受託研究機関
• その他

第9章 予測毒性学におけるAI市場推計・予測：地域別

• 主要動向：地域別
• 北米
  • 米国
  • カナダ
• 欧州
  • 英国
  • ドイツ
  • フランス
  • イタリア
  • スペイン
  • ロシア
  • 北欧
• アジア太平洋
  • 中国
  • インド
  • 日本
  • 韓国
  • ニュージーランド
  • 東南アジア
• ラテンアメリカ
  • ブラジル
  • メキシコ
  • アルゼンチン
• 中東・アフリカ
  • 南アフリカ
  • サウジアラビア
  • アラブ首長国連邦

第10章 企業プロファイル

• Arctoris
• Atomwise
• BenevolentAI
• Berg Health
• Biovista
• Celsius Therapeutics
• Chemaxon Ltd.
• Cyclica
• Exscientia
• Insilico Biotechnology AG
• Insilico Medicine
• Instem
• Lhasa Limited
• Nuritas
• Optibrium Ltd.
• Recursion Pharmaceuticals
• Simulations Plus, Inc.

Data Tables

• TABLE 1 Global AI in predictive toxicology market share analysis
• TABLE 2 Sources, by region
• TABLE 3 AI in predictive toxicology market, 2018 - 2022, (USD Million)
• TABLE 4 AI in predictive toxicology market, 2023 - 2032, (USD Million)
• TABLE 5 AI in predictive toxicology TAM, 2023 - 2032
• TABLE 6 AI in predictive toxicology market, by component, 2018 - 2022, (USD Million)
• TABLE 7 AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 8 AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 9 AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 10 AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 11 AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 12 AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 13 AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 14 COVID-19 impact on North America AI in predictive toxicology market
• TABLE 15 COVID-19 impact on Europe AI in predictive toxicology market
• TABLE 16 COVID-19 impact on Asia Pacific AI in predictive toxicology market
• TABLE 17 COVID-19 impact on Latin America AI in predictive toxicology market
• TABLE 18 COVID-19 impact on MEA AI in predictive toxicology market
• TABLE 19 Vendor matrix
• TABLE 20 Patent analysis
• TABLE 21 Industry impact forces
• TABLE 22 Company market share, 2022
• TABLE 23 Competitive analysis of major market players, 2022
• TABLE 24 Solution market, 2018 - 2022 (USD Million)
• TABLE 25 Solution market, 2023 - 2032 (USD Million)
• TABLE 26 Services market, 2018 - 2022 (USD Million)
• TABLE 27 Services market, 2023 - 2032 (USD Million)
• TABLE 28 Machine learning market, 2018 - 2022 (USD Million)
• TABLE 29 Machine learning market, 2023 - 2032 (USD Million)
• TABLE 30 Natural language processing market, 2018 - 2022 (USD Million)
• TABLE 31 Natural language processing market, 2023 - 2032 (USD Million)
• TABLE 32 Computer vision market, 2018 - 2022 (USD Million)
• TABLE 33 Computer vision market, 2023 - 2032 (USD Million)
• TABLE 34 Others market, 2018 - 2022 (USD Million)
• TABLE 35 Others market, 2023 - 2032 (USD Million)
• TABLE 36 Genotoxicity market, 2018 - 2022 (USD Million)
• TABLE 37 Genotoxicity market, 2023 - 2032 (USD Million)
• TABLE 38 Hepatotoxicity market, 2018 - 2022 (USD Million)
• TABLE 39 Hepatotoxicity market, 2023 - 2032 (USD Million)
• TABLE 40 Neurotoxicity market, 2018 - 2022 (USD Million)
• TABLE 41 Neurotoxicity market, 2023 - 2032 (USD Million)
• TABLE 42 Cardiotoxicity market, 2018 - 2022 (USD Million)
• TABLE 43 Cardiotoxicity market, 2023 - 2032 (USD Million)
• TABLE 44 Others market, 2018 - 2022 (USD Million)
• TABLE 45 Others market, 2023 - 2032 (USD Million)
• TABLE 46 Pharmaceutical and biotechnology companies' market, 2018 - 2022 (USD Million)
• TABLE 47 Pharmaceutical and biotechnology companies' market, 2023 - 2032 (USD Million)
• TABLE 48 Chemical and cosmetics market, 2018 - 2022 (USD Million)
• TABLE 49 Chemical and cosmetics market, 2023 - 2032 (USD Million)
• TABLE 50 Contract research organizations market, 2018 - 2022 (USD Million)
• TABLE 51 Contract research organizations market, 2023 - 2032 (USD Million)
• TABLE 52 Others market, 2018 - 2022 (USD Million)
• TABLE 53 Others market, 2023 - 2032 (USD Million)
• TABLE 54 North America AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 55 North America AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 56 North America AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 57 North America AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 58 North America AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 59 North America AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 60 North America AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 61 North America AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 62 North America AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 63 North America AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 64 U.S. AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 65 U.S. AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 66 U.S. AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 67 U.S. AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 68 U.S. AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 69 U.S. AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 70 U.S. AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 71 U.S. AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 72 U.S. AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 73 U.S. AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 74 Canada AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 75 Canada AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 76 Canada AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 77 Canada AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 78 Canada AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 79 Canada AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 80 Canada AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 81 Canada AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 82 Canada AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 83 Canada AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 84 Europe AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 85 Europe AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 86 Europe AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 87 Europe AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 88 Europe AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 89 Europe AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 90 Europe AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 91 Europe AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 92 Europe AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 93 Europe AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 94 UK AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 95 UK AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 96 UK AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 97 UK AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 98 UK AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 99 UK AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 100 UK AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 101 UK AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 102 UK AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 103 UK AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 104 Germany AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 105 Germany AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 106 Germany AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 107 Germany AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 108 Germany AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 109 Germany AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 110 Germany AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 111 Germany AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 112 Germany AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 113 Germany AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 114 France AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 115 France AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 116 France AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 117 France AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 118 France AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 119 France AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 120 France AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 121 France AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 122 France AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 123 France AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 124 Italy AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 125 Italy AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 126 Italy AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 127 Italy AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 128 Italy AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 129 Italy AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 130 Italy AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 131 Italy AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 132 Italy AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 133 Italy AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 134 Spain AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 135 Spain AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 136 Spain AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 137 Spain AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 138 Spain AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 139 Spain AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 140 Spain AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 141 Spain AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 142 Spain AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 143 Spain AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 144 Russia AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 145 Russia AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 146 Russia AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 147 Russia AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 148 Russia AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 149 Russia AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 150 Russia AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 151 Russia AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 152 Russia AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 153 Russia AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 154 Nordics AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 155 Nordics AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 156 Nordics AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 157 Nordics AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 158 Nordics AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 159 Nordics AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 160 Nordics AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 161 Nordics AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 162 Nordics AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 163 Nordics AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 164 Asia Pacific AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 165 Asia Pacific AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 166 Asia Pacific AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 167 Asia Pacific AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 168 Asia Pacific AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 169 Asia Pacific AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 170 Asia Pacific AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 171 Asia Pacific AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 172 Asia Pacific AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 173 Asia Pacific AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 174 China AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 175 China AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 176 China AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 177 China AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 178 China AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 179 China AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 180 China AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 181 China AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 182 China AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 183 China AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 184 Japan AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 185 Japan AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 186 Japan AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 187 Japan AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 188 Japan AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 189 Japan AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 190 Japan AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 191 Japan AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 192 Japan AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 193 Japan AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 194 India AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 195 India AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 196 India AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 197 India AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 198 India AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 199 India AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 200 India AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 201 India AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 202 India AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 203 India AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 204 South Korea AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 205 South Korea AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 206 South Korea AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 207 South Korea AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 208 South Korea AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 209 South Korea AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 210 South Korea AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 211 South Korea AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 212 South Korea AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 213 South Korea AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 214 ANZ AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 215 ANZ AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 216 ANZ AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 217 ANZ AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 218 ANZ AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 219 ANZ AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 220 ANZ AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 221 ANZ AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 222 ANZ AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 223 ANZ AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 224 Southeast Asia AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 225 Southeast Asia AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 226 Southeast Asia AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 227 Southeast Asia AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 228 Southeast Asia AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 229 Southeast Asia AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 230 Southeast Asia AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 231 Southeast Asia AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 232 Southeast Asia AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 233 Southeast Asia AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 234 Latin America AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 235 Latin America AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 236 Latin America AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 237 Latin America AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 238 Latin America AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 239 Latin America AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 240 Latin America AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 241 Latin America AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 242 Latin America AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 243 Latin America AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 244 Brazil AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 245 Brazil AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 246 Brazil AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 247 Brazil AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 248 Brazil AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 249 Brazil AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 250 Brazil AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 251 Brazil AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 252 Brazil AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 253 Brazil AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 254 Mexico AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 255 Mexico AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 256 Mexico AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 257 Mexico AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 258 Mexico AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 259 Mexico AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 260 Mexico AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 261 Mexico AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 262 Mexico AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 263 Mexico AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 264 Argentina AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 265 Argentina AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 266 Argentina AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 267 Argentina AI in predictive toxicology market, by component, 2023 - 2032, (USD Million)
• TABLE 268 Argentina AI in predictive toxicology market, by technology, 2018 - 2022, (USD Million)
• TABLE 269 Argentina AI in predictive toxicology market, by technology, 2023 - 2032, (USD Million)
• TABLE 270 Argentina AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 271 Argentina AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 272 Argentina AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 273 Argentina AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 274 MEA AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 275 MEA AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 276 MEA AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 277 MEA AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 278 MEA AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 279 MEA AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 280 MEA AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 281 MEA AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 282 MEA AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 283 MEA AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 284 South Africa AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 285 South Africa AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 286 South Africa AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 287 South Africa AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 288 South Africa AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 289 South Africa AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 290 South Africa AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 291 South Africa AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 292 South Africa AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 293 South Africa AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 294 Saudi Arabia AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 295 Saudi Arabia AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 296 Saudi Arabia AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 297 Saudi Arabia AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 298 Saudi Arabia AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 299 Saudi Arabia AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 300 Saudi Arabia AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 301 Saudi Arabia AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 302 Saudi Arabia AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 303 Saudi Arabia AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)
• TABLE 304 UAE AI in predictive toxicology market, 2018 - 2022 (USD Million)
• TABLE 305 UAE AI in predictive toxicology market, 2023 - 2032 (USD Million)
• TABLE 306 UAE AI in predictive toxicology market, by component, 2018 - 2022 (USD Million)
• TABLE 307 UAE AI in predictive toxicology market, by component, 2023 - 2032 (USD Million)
• TABLE 308 UAE AI in predictive toxicology market, by technology, 2018 - 2022 (USD Million)
• TABLE 309 UAE AI in predictive toxicology market, by technology, 2023 - 2032 (USD Million)
• TABLE 310 UAE AI in predictive toxicology market, by toxicity endpoints, 2018 - 2022, (USD Million)
• TABLE 311 UAE AI in predictive toxicology market, by toxicity endpoints, 2023 - 2032, (USD Million)
• TABLE 312 UAE AI in predictive toxicology market, by end-user, 2018 - 2022, (USD Million)
• TABLE 313 UAE AI in predictive toxicology market, by end-user, 2023 - 2032, (USD Million)

Charts & Figures

• FIG 1 GMI's report coverage in the global AI in predictive toxicology market size
• FIG 2 Industry segmentation
• FIG 3 Forecast calculation.
• FIG 4 Profile break-up of primary respondents
• FIG 5 AI in predictive toxicology market 360 degree synopsis, 2018 - 2032
• FIG 6 AI in predictive toxicology industry ecosystem analysis
• FIG 7 Profit margin analysis
• FIG 8 Growth potential analysis
• FIG 9 Porter's analysis
• FIG 10 PESTEL analysis
• FIG 11 Competitive analysis of major market players, 2022
• FIG 12 Competitive positioning matrix
• FIG 13 Strategic outlook matrix
• FIG 14 AI in predictive toxicology market, by component 2022 & 2032
• FIG 15 AI in predictive toxicology market, by technology 2022 & 2032
• FIG 16 AI in predictive toxicology market, by toxicity endpoints 2022 & 2032
• FIG 17 AI in predictive toxicology market, by end-user 2022 & 2032
• FIG 18 SWOT Analysis Arctoris
• FIG 19 SWOT Analysis Atomwise
• FIG 20 SWOT Analysis BenevolentAI
• FIG 21 SWOT Analysis Berg Health
• FIG 22 SWOT Analysis Biovista
• FIG 23 SWOT Analysis Celsius Therapeutics
• FIG 24 SWOT Analysis Chemaxon Ltd.
• FIG 25 SWOT Analysis Cyclica
• FIG 26 SWOT Analysis Exscientia
• FIG 27 SWOT Analysis Insilico Biotechnology AG
• FIG 28 SWOT Analysis Insilico Medicine
• FIG 29 SWOT Analysis Instem
• FIG 30 SWOT Analysis Lhasa Limited
• FIG 31 SWOT Analysis Nuritas
• FIG 32 SWOT Analysis Optibrium Ltd.
• FIG 33 SWOT Analysis Recursion Pharmaceuticals
• FIG 34 SWOT Analysis Simulations Plus, Inc.

AI in Predictive Toxicology Market size is projected to expand at over 29.5% CAGR from 2023-2032 propelled by the growing demand for efficient drug development methods worldwide. AI has emerged as a transformative tool considering the innovative approaches sought by the pharmaceutical sector to accelerate drug discovery and development processes. AI-powered predictive toxicology models enable the early identification of potential toxicities, for streamlining decision-making and reducing the need for time-consuming and costly experimental testing.

Furthermore, the rising ethical considerations along with regulatory pressures to minimize animal experimentation are compelling several industries to adopt alternative methods. For instance, the Government of India authorized an amendment to the New Drugs and Clinical Trial Rules (2023) to eliminate the use of animals in research, particularly drug testing. This shift towards cruelty-free and humane practices for sustainable R&D approaches will boost the industry growth.

The AI in predictive toxicology industry is segmented into component, technology, toxicity endpoint, end user, and region.

Based on component, the market share from the services segment generated substantial revenue in 2022 and is estimated to record considerable growth through 2032. AI-driven services are essential in predictive toxicology as they provide pharmaceutical and chemical sectors with valuable insights into potential toxicity issues during drug development and product testing. Additionally, the growing demand for accurate and efficient toxicology predictions is surging the need for AI-based services for enhanced decision-making and regulatory compliance.

In terms of end user, the AI in predictive toxicology market from the chemical & cosmetics segment is anticipated to depict robust growth from 2023 to 2032. This can be attributed to rising prioritization of the chemical and cosmetics sectors on safety assessments and regulatory compliance. AI-based predictive toxicology solutions offer valuable insights into potential risks and the toxicity of ingredients. The growing need for accurate toxicity predictions in chemical formulations and cosmetic products is also likely to fuel the segment expansion.

Regionally, the Asia Pacific AI in predictive toxicology industry is poised to exhibit a notable growth rate between 2023 and 2032. This is attributed to the expanding pharmaceutical and biotechnology industries coupled with the increasing investments in AI technologies across the region. With regulatory agencies emphasizing safety assessments, AI applications are widely deployed to offer efficient and accurate predictive models for toxicity testing. Moreover, the rising collaborative efforts between industry players and research institutions will also accelerate the regional industry expansion.

Table of Contents

Chapter 1 Methodology & Scope

• 1.1 Market scope & definition
• 1.2 Base estimates & calculations
• 1.3 Forecast calculation
• 1.4 Data Sources
  • 1.4.1 Primary
  • 1.4.2 Secondary
    • 1.4.2.1 Paid sources
    • 1.4.2.2 Public sources

Chapter 2 Executive Summary

• 2.1 AI in predictive toxicology market 360 degree synopsis, 2018 - 2032
• 2.2 Business trends
  • 2.2.1 Total Addressable Market (TAM), 2023-2032
• 2.3 Regional trends
• 2.4 Component trends
• 2.5 Technology trends
• 2.6 Toxicity endpoints trends
• 2.7 End-user trends

Chapter 3 AI in Predictive Toxicology Industry Insights

• 3.1 Impact on COVID-19
• 3.2 Industry ecosystem analysis
• 3.3 Vendor matrix
• 3.4 Profit margin analysis
• 3.5 Technology innovation landscape
• 3.6 Patent analysis
• 3.7 Key news and initiatives
• 3.8 Regulatory landscape
• 3.9 Impact forces
  • 3.9.1 Growth drivers
    • 3.9.1.1 Rising investments in pharmaceutical AI startups
    • 3.9.1.2 Increased demand for efficient drug development
    • 3.9.1.3 Advancements in AI technologies
    • 3.9.1.4 Growing need for efficient screening of chemical compounds
    • 3.9.1.5 Rising concerns about chemical safety
  • 3.9.2 Industry pitfalls & challenges
    • 3.9.2.1 Insufficient or poor-quality data compromising the accuracy of predictive models
    • 3.9.2.2 Complexity in the integration of AI models
• 3.10 Growth potential analysis
• 3.11 Porter's analysis
• 3.12 PESTEL analysis

Chapter 4 Competitive Landscape, 2022

• 4.1 Introduction
• 4.2 Company market share, 2022
• 4.3 Competitive analysis of major market players, 2022
  • 4.3.1 Benevolent AI
  • 4.3.2 Chemaxon Ltd.
  • 4.3.3 Exscientia PLC
  • 4.3.4 Insilico Medicine
  • 4.3.5 Instem plc
  • 4.3.6 Lhasa Limited
  • 4.3.7 Recursion Pharmaceuticals
• 4.4 Competitive positioning matrix, 2022
• 4.5 Strategic outlook matrix, 2022

Chapter 5 AI in Predictive Toxicology Market Estimates & Forecast, by Component (Revenue)

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

Chapter 6 AI in Predictive Toxicology Market Estimates & Forecast, By Technology (Revenue)

• 6.1 Key trends, by technology
• 6.2 Machine learning
• 6.3 Natural language processing
• 6.4 Computer vision
• 6.5 Others

Chapter 7 AI in Predictive Toxicology Market Estimates & Forecast, By Toxicity Endpoints (Revenue)

• 7.1 Key trends, by toxicity endpoints
• 7.2 Genotoxicity
• 7.3 Hepatotoxicity
• 7.4 Neurotoxicity
• 7.5 Cardiotoxicity
• 7.6 Others

Chapter 8 AI in Predictive Toxicology Market Estimates & Forecast, By End-User (Revenue)

• 8.1 Key trends, by end-user
• 8.2 Pharmaceutical and biotechnology companies
• 8.3 Chemical and cosmetics
• 8.4 Contract research organizations
• 8.5 Others

Chapter 9 AI in Predictive Toxicology Market Estimates & Forecast, By Region

• 9.1 Key trends, by region
• 9.2 North America
  • 9.2.1 U.S.
  • 9.2.2 Canada
• 9.3 Europe
  • 9.3.1 UK
  • 9.3.2 Germany
  • 9.3.3 France
  • 9.3.4 Italy
  • 9.3.5 Spain
  • 9.3.6 Russia
  • 9.3.7 Nordics
• 9.4 Asia Pacific
  • 9.4.1 China
  • 9.4.2 India
  • 9.4.3 Japan
  • 9.4.4 South Korea
  • 9.4.5 ANZ
  • 9.4.6 Southeast Asia
• 9.5 Latin America
  • 9.5.1 Brazil
  • 9.5.2 Mexico
  • 9.5.3 Argentina
• 9.6 MEA
  • 9.6.1 South Africa
  • 9.6.2 Saudi Arabia
  • 9.6.3 UAE

Chapter 10 Company Profiles

• 10.1 Arctoris
• 10.2 Atomwise
• 10.3 BenevolentAI
• 10.4 Berg Health
• 10.5 Biovista
• 10.6 Celsius Therapeutics
• 10.7 Chemaxon Ltd.
• 10.8 Cyclica
• 10.9 Exscientia
• 10.10 Insilico Biotechnology AG
• 10.11 Insilico Medicine
• 10.12 Instem
• 10.13 Lhasa Limited
• 10.14 Nuritas
• 10.15 Optibrium Ltd.
• 10.16 Recursion Pharmaceuticals
• 10.17 Simulations Plus, Inc.