自動車における人工知能市場：提供、技術、プロセス、機能、用途別-2025-2030年の世界予測

自動車における人工知能市場の2023年の市場規模は48億5,000万米ドルで、2024年には61億1,000万米ドルに達すると予測され、CAGR 26.98%で成長し、2030年には258億7,000万米ドルに達すると予測されています。

自動車産業における人工知能（AI）の範囲は、自動車の自動化、安全性、性能、ユーザーエクスペリエンスを向上させるための高度なコンピューティングシステムの統合を包含します。広義に定義すると、AI技術には機械学習、深層学習、自然言語処理、コンピューター・ビジョンが含まれ、これらは自律走行、運転支援システム、予知保全、パーソナライズされたユーザー・インターフェースなどのアプリケーションに組み込まれています。この文脈におけるAIの必要性は、よりスマートでコネクテッドな自動車を求める消費者の需要に応えつつ、効率性、安全性、持続可能性を向上させようとする自動車業界の動きから生じています。主な発展には、自律走行車の開発、車両性能向上のためのリアルタイム・データ分析、ADAS（先進運転支援システム）による安全機能の強化などがあります。

自動車セクターの進化に伴い、AI技術のエンドユースの範囲は従来の自動車メーカーからハイテク企業、シェアードモビリティ事業者、さらにはロジスティクスプロバイダーにまで拡大し、それぞれが競争優位のためにAIを活用しようとしています。主な成長要因としては、AIアルゴリズムの進歩、自律走行技術に対する消費者の受け入れの拡大、自動車AIのイノベーションに対する規制支援などが挙げられます。現在の市場開拓のチャンスは、自律走行車の開発と改良、AIを活用した車両管理ソリューションへの投資、電気自動車のエコシステムにおけるAI活用の拡大にあります。こうした機会を活用するために、企業は研究協力に投資し、堅牢なデータエコシステムの構築に注力し、AIアプリケーションにおけるユーザー中心の設計を優先すべきです。

市場開拓の課題は、高い開発コスト、規制上のハードル、データプライバシーに対する懸念、AIモデルの技術的限界です。さらに、AI駆動車の安全性と信頼性に関する社会的懐疑論が大きな障壁となっています。こうした課題にもかかわらず、革新と研究のための最良の分野は、センサー技術の強化、より効率的なAIアルゴリズムの開発、グリーン自動車技術におけるAIの役割の探求を包含します。企業は、ハイテク新興企業とのパートナーシップを促進し、サイバーセキュリティ対策を強化し、急速に変化する技術的状況に継続的に適応することを目指すべきです。この市場のダイナミックな性質を理解し、AIイノベーションを消費者ニーズと規制基準に合致させる企業は、大幅な成長を達成する可能性が高いです。

市場力学：急速に進化する自動車における人工知能市場の主要市場インサイトを公開

自動車における人工知能市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 高度な便利機能とユーザー体験の向上に対する需要の高まり
  • OEMによるADAS技術の採用と相まって、自動車の安全性に関する政府規制の増加
  • 世界の自律走行車の採用拡大
• 市場抑制要因
  • 高価な自動車における人工知能の導入
• 市場機会
  • プレミアムセグメント車への嗜好の高まり
  • 自律走行に向けた先進AIプラットフォームの開発
• 市場の課題
  • 自動車に関連するサイバーセキュリティの懸念

ポーターのファイブフォース：自動車における人工知能市場をナビゲートする戦略ツール

ポーターのファイブフォースフレームワークは、市場情勢の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することで、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：自動車における人工知能市場における外部からの影響の把握

外部マクロ環境要因は、自動車における人工知能市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析自動車における人工知能市場における競合情勢の把握

自動車における人工知能市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックス自動車における人工知能市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、自動車における人工知能市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨自動車における人工知能市場における成功への道筋を描く

自動車における人工知能市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 高度な便利な機能と強化されたユーザーエクスペリエンスに対する需要の高まり
    • 車両安全に関する政府規制の強化とOEMによるADAS技術の採用
    • 自動運転車の導入が世界的に拡大
  • 抑制要因
    • 自動車における人工知能の高価な実装
  • 機会
    • プレミアムセグメントの車に対する嗜好の高まり
    • 自動運転のための先進AIプラットフォームの開発
  • 課題
    • 車両に関連するサイバーセキュリティの懸念
• 市場セグメンテーション分析
  • 提供内容：多用途で拡張性があり、ユーザーフレンドリーなインターフェースを備えたソフトウェアプラットフォームの大幅な採用
  • テクノロジー：車両が複雑なパターンを学習し、動的な環境に適応するのに役立つディープラーニング技術の利用が拡大しています。
  • プロセス：設計および製造プロセスの合理化を強化するためのデータマイニングプロセスに対する好みが高まっています。
  • アプリケーション：自動車におけるAIの利用は、促進要因の習慣や好みに基づいてパーソナライズされた提案を行うヒューマンマシンインターフェースで進化しています。
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 自動車における人工知能市場オファリング

• ハードウェア
  • ニューロモルフィックアーキテクチャ
  • フォン・ノイマン・アーキテクチャ
• ソフトウェア
  • プラットフォーム
  • ソリューション

第7章 自動車における人工知能市場：技術別

• コンピュータビジョン
• コンテキスト認識
• ディープラーニング
• 機械学習
• 自然言語処理

第8章 自動車における人工知能市場：プロセス別

• データマイニング
• 画像認識
• 信号認識

第9章 自動車における人工知能市場機能別

• 適応型気候制御
• ADAS（先進運転支援システム）（ADAS）
• フルキャビンモニタリング
• ジェスチャーコントロール
• 予測メンテナンスアラート
• 車両占有検知
• 音声認識

第10章 自動車における人工知能市場：用途別

• 自動運転車
• ヒューマンマシンインターフェース
• 半自動運転

第11章 南北アメリカの自動車における人工知能市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域の自動車における人工知能市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第13章 欧州・中東・アフリカの自動車における人工知能市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第14章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • AIベースの自動運転技術スタートアップのMinus Zeroがインド初の完全自動運転車を発表
  • フォード、アルゴの縮小から数ヶ月後に自動運転ユニット「ラティチュードAI」を立ち上げ
  • XPENG、自動運転とロボット機能のためのAIプラットフォームを発表
• 戦略分析と提言

企業一覧

• Advanced Micro Devices, Inc.
• Alphabet Inc.
• Aptiv PLC
• Audi AG
• Baidu Inc.
• Bayerische Motoren Werke AG
• Continental AG
• General Motors Company
• Harman International Industries, Inc.
• Honda Motor Co., Ltd.
• Intel Corporation
• International Business Machines Corporation
• Mercedes-Benz Group AG
• Micron Technology, Inc.
• Microsoft Corporation
• NVIDIA Corporation
• Optimus Ride
• Qualcomm Inc.
• Rivian Automotive, Inc.,
• Robert Bosch GmbH
• Tesla, Inc.
• TomTom
• Toyota Motor Corporation
• Velodyne Lidar Inc.
• Volkswagen AG
• Volvo Car Corporation
• Xpeng Inc.

LIST OF FIGURES

• FIGURE 1. ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET RESEARCH PROCESS
• FIGURE 2. ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET DYNAMICS
• TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY NEUROMORPHIC ARCHITECTURE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY VON NEUMANN ARCHITECTURE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY CONTEXT AWARENESS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY DEEP LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY DATA MINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY IMAGE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SIGNAL RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY ADAPTIVE CLIMATE CONTROL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY ADVANCED DRIVER ASSISTANCE SYSTEMS (ADAS), BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FULL-CABIN MONITORING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY GESTURE CONTROL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PREDICTIVE MAINTENANCE ALERTS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY VEHICLE OCCUPANCY DETECTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY VOICE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY AUTONOMOUS VEHICLE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HUMAN-MACHINE INTERFACE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SEMI-AUTONOMOUS DRIVING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 39. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 45. AMERICAS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 46. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 50. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 51. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 52. ARGENTINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 56. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 57. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 58. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 59. BRAZIL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 60. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 61. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 62. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 63. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 64. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 65. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 66. CANADA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 67. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 68. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 69. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 70. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 71. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 72. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 73. MEXICO ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 74. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 75. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 76. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 77. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 78. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 79. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 80. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 81. UNITED STATES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 82. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 83. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 84. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 85. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 86. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 87. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 88. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 89. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 90. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 91. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 92. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 93. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 94. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 95. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 96. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 97. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 98. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 99. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 100. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 101. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 102. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 103. CHINA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 104. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 105. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 106. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 107. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 108. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 109. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 110. INDIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 111. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 112. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 113. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 114. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 115. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 116. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 117. INDONESIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 119. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 120. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 121. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 122. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 123. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 124. JAPAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 125. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 126. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 127. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 128. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 129. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 130. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 131. MALAYSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 132. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 133. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 134. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 135. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 136. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 137. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 138. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 139. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 140. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 141. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 142. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 143. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 144. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 145. SINGAPORE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 146. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 147. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 148. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 149. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 150. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 151. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 152. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 153. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 154. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 155. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 156. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 157. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 158. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 159. TAIWAN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 160. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 161. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 162. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 163. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 164. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 165. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 166. THAILAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 167. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 168. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 169. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 170. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 171. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 172. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 173. VIETNAM ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 174. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 175. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 176. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 177. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 178. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 179. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 180. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 181. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 182. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 183. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 184. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 185. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 186. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 187. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 188. DENMARK ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 189. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 190. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 191. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 192. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 193. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 194. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 195. EGYPT ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 196. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 197. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 198. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 199. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 200. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 201. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 202. FINLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 203. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 204. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 205. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 206. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 207. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 208. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 209. FRANCE ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 210. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 211. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 212. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 213. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 214. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 215. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 216. GERMANY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 217. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 218. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 219. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 220. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 221. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 222. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 223. ISRAEL ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 224. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 225. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 226. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 227. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 228. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 229. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 230. ITALY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 231. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 232. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 233. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 234. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 235. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 236. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 237. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 238. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 239. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 240. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 241. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 242. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 243. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 244. NIGERIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 245. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 246. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 247. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 248. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 249. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 250. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 251. NORWAY ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 252. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 253. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 254. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 255. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 256. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 257. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 258. POLAND ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 259. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 260. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 261. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 262. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 263. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 264. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 265. QATAR ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 266. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 267. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 268. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 269. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 270. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 271. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 272. RUSSIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 273. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 274. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 275. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 276. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 277. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 278. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 279. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 280. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 281. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 282. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 283. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 284. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 285. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 286. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 287. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 288. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 289. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 290. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 291. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY PROCESS, 2018-2030 (USD MILLION)
• TABLE 292. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 293. SPAIN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 294. SWEDEN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY OFFERINGS, 2018-2030 (USD MILLION)
• TABLE 295. SWEDEN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 296. SWEDEN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 297. SWEDEN ARTIFICIAL INTELLIGENCE IN AUTOMOTIVE MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 298. SWEDEN ARTIFICIAL INTELLIGENCE IN A

The Artificial Intelligence in Automotive Market was valued at USD 4.85 billion in 2023, expected to reach USD 6.11 billion in 2024, and is projected to grow at a CAGR of 26.98%, to USD 25.87 billion by 2030.

The scope of artificial intelligence (AI) in the automotive industry encompasses the integration of advanced computing systems to enhance vehicle automation, safety, performance, and user experience. Defined broadly, AI technologies can include machine learning, deep learning, natural language processing, and computer vision, which are incorporated into applications like autonomous driving, driver assistance systems, predictive maintenance, and personalized user interfaces. The necessity of AI in this context arises from the automotive industry's drive to improve efficiency, safety, and sustainability while meeting consumer demand for smarter, more connected vehicles. Key applications include autonomous vehicle development, real-time data analytics for improved vehicle performance, and enhanced safety features through advanced driver-assistance systems (ADAS).

As the automotive sector evolves, the end-use scope of AI technologies expands from traditional car manufacturers to tech companies, shared mobility operators, and even logistics providers, each seeking to leverage AI for competitive advantage. Key growth factors include advancements in AI algorithms, increased consumer acceptance of autonomous technologies, and regulatory support for innovation in automotive AI. Current market opportunities lie in the development and refinement of autonomous vehicles, investment in AI-driven fleet management solutions, and expanding AI utilization in electric vehicle ecosystems. To capitalize on these opportunities, companies should invest in research collaborations, focus on building robust data ecosystems, and prioritize user-centric design in AI applications.

Market growth is challenged by high development costs, regulatory hurdles, concerns over data privacy, and technical limitations in AI models. Furthermore, public skepticism regarding the safety and reliability of AI-driven vehicles poses a significant barrier. Despite these challenges, the best areas for innovation and research encompass the enhancement of sensor technologies, development of more efficient AI algorithms, and exploration of AI's role in green automotive technologies. Businesses should aim to foster partnerships with tech startups, enhance cybersecurity measures, and continuously adapt to the rapidly changing technological landscape. Understanding the dynamic nature of this market, companies that align AI innovation with consumer needs and regulatory standards are likely to achieve substantial growth.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Artificial Intelligence in Automotive Market

The Artificial Intelligence in Automotive Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • Rising demand for the advanced convenient features and enhanced user experience
  • Increasing government regulations for vehicle safety coupled with the adoption of ADAS technology by OEMs
  • Growing adoption of autonomous vehicle globally
• Market Restraints
  • Expensive implementation of artificial intelligence in automotive
• Market Opportunities
  • Increasing preference for premium segment vehicles
  • Development of advanced AI platform for autonomous driving
• Market Challenges
  • Cybersecurity concern associated with the vehicles

Porter's Five Forces: A Strategic Tool for Navigating the Artificial Intelligence in Automotive Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Artificial Intelligence in Automotive Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Artificial Intelligence in Automotive Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Artificial Intelligence in Automotive Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Artificial Intelligence in Automotive Market

A detailed market share analysis in the Artificial Intelligence in Automotive Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Artificial Intelligence in Automotive Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Artificial Intelligence in Automotive Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Artificial Intelligence in Automotive Market

A strategic analysis of the Artificial Intelligence in Automotive Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

The report delves into recent significant developments in the Artificial Intelligence in Automotive Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices, Inc., Alphabet Inc., Aptiv PLC, Audi AG, Baidu Inc., Bayerische Motoren Werke AG, Continental AG, General Motors Company, Harman International Industries, Inc., Honda Motor Co., Ltd., Intel Corporation, International Business Machines Corporation, Mercedes-Benz Group AG, Micron Technology, Inc., Microsoft Corporation, NVIDIA Corporation, Optimus Ride, Qualcomm Inc., Rivian Automotive, Inc.,, Robert Bosch GmbH, Tesla, Inc., TomTom, Toyota Motor Corporation, Velodyne Lidar Inc., Volkswagen AG, Volvo Car Corporation, and Xpeng Inc..

Market Segmentation & Coverage

This research report categorizes the Artificial Intelligence in Automotive Market to forecast the revenues and analyze trends in each of the following sub-markets:

• Based on Offerings, market is studied across Hardware and Software. The Hardware is further studied across Neuromorphic Architecture and Von Neumann Architecture. The Software is further studied across Platforms and Solutions.
• Based on Technology, market is studied across Computer Vision, Context Awareness, Deep Learning, Machine Learning, and Natural Language Processing.
• Based on Process, market is studied across Data Mining, Image Recognition, and Signal Recognition.
• Based on Functionality, market is studied across Adaptive Climate Control, Advanced Driver Assistance Systems (ADAS), Full-Cabin Monitoring, Gesture Control, Predictive Maintenance Alerts, Vehicle Occupancy Detection, and Voice Recognition.
• Based on Application, market is studied across Autonomous Vehicle, Human-Machine Interface, and Semi-Autonomous Driving.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Rising demand for the advanced convenient features and enhanced user experience
    • 5.1.1.2. Increasing government regulations for vehicle safety coupled with the adoption of ADAS technology by OEMs
    • 5.1.1.3. Growing adoption of autonomous vehicle globally
  • 5.1.2. Restraints
    • 5.1.2.1. Expensive implementation of artificial intelligence in automotive
  • 5.1.3. Opportunities
    • 5.1.3.1. Increasing preference for premium segment vehicles
    • 5.1.3.2. Development of advanced AI platform for autonomous driving
  • 5.1.4. Challenges
    • 5.1.4.1. Cybersecurity concern associated with the vehicles
• 5.2. Market Segmentation Analysis
  • 5.2.1. Offerings: Significant adoption of software platforms owing to their versatile, scalable, and user-friendly interfaces
  • 5.2.2. Technology: Growing utilization of Deep Learning technology as it helps vehicles learn complex patterns and adapt to dynamic environments
  • 5.2.3. Process: Increasing preference for data mining process for enhancing streamlining of design and manufacturing processes
  • 5.2.4. Application: Evolving usage of AI in Automotive is in Human-Machine Interface as it gives personalized suggestions based on the driver's habits and preferences
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Artificial Intelligence in Automotive Market, by Offerings

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Neuromorphic Architecture
  • 6.2.2. Von Neumann Architecture
• 6.3. Software
  • 6.3.1. Platforms
  • 6.3.2. Solutions

7. Artificial Intelligence in Automotive Market, by Technology

• 7.1. Introduction
• 7.2. Computer Vision
• 7.3. Context Awareness
• 7.4. Deep Learning
• 7.5. Machine Learning
• 7.6. Natural Language Processing

8. Artificial Intelligence in Automotive Market, by Process

• 8.1. Introduction
• 8.2. Data Mining
• 8.3. Image Recognition
• 8.4. Signal Recognition

9. Artificial Intelligence in Automotive Market, by Functionality

• 9.1. Introduction
• 9.2. Adaptive Climate Control
• 9.3. Advanced Driver Assistance Systems (ADAS)
• 9.4. Full-Cabin Monitoring
• 9.5. Gesture Control
• 9.6. Predictive Maintenance Alerts
• 9.7. Vehicle Occupancy Detection
• 9.8. Voice Recognition

10. Artificial Intelligence in Automotive Market, by Application

• 10.1. Introduction
• 10.2. Autonomous Vehicle
• 10.3. Human-Machine Interface
• 10.4. Semi-Autonomous Driving

11. Americas Artificial Intelligence in Automotive Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Artificial Intelligence in Automotive Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Artificial Intelligence in Automotive Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
  • 14.3.1. AI-based self-driving tech start-up Minus Zero unveils India's first fully autonomous vehicle
  • 14.3.2. Ford launches automated driving unit Latitude AI months after winding down Argo
  • 14.3.3. XPENG launches AI platform for autonomous driving and robot features
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Advanced Micro Devices, Inc.
• 2. Alphabet Inc.
• 3. Aptiv PLC
• 4. Audi AG
• 5. Baidu Inc.
• 6. Bayerische Motoren Werke AG
• 7. Continental AG
• 8. General Motors Company
• 9. Harman International Industries, Inc.
• 10. Honda Motor Co., Ltd.
• 11. Intel Corporation
• 12. International Business Machines Corporation
• 13. Mercedes-Benz Group AG
• 14. Micron Technology, Inc.
• 15. Microsoft Corporation
• 16. NVIDIA Corporation
• 17. Optimus Ride
• 18. Qualcomm Inc.
• 19. Rivian Automotive, Inc.,
• 20. Robert Bosch GmbH
• 21. Tesla, Inc.
• 22. TomTom
• 23. Toyota Motor Corporation
• 24. Velodyne Lidar Inc.
• 25. Volkswagen AG
• 26. Volvo Car Corporation
• 27. Xpeng Inc.