エッジAI市場：コンポーネント、アプリケーション、エンドユーザー、テクノロジー、デプロイメント、機能別-2025-2030年世界予測

エッジAI市場は、2023年に241億9,000万米ドルと評価され、2024年には281億3,000万米ドルに達すると予測され、CAGR 17.13％で成長し、2030年には732億1,000万米ドルに達すると予測されています。

エッジコンピューティングと人工知能の融合であるエッジAIは、データ処理をデータ生成源に近づけ、待ち時間と帯域幅の使用量を削減します。エッジAIの必要性は、特に自律走行車、スマートシティ、産業オートメーションなどの分野において、IoTデバイスの急激な増加と即時データ分析の需要に起因しています。アプリケーションはスマートホームデバイス、ウェアラブル技術、通信など多岐にわたり、リアルタイムで低遅延な処理が不可欠です。最終用途には、遠隔患者モニタリングのヘルスケア、パーソナライズされたショッピング体験の小売、精密農業のための農業技術などが含まれます。この市場は、エッジAIがデータ処理を局所化することでセキュリティを強化し、エッジ展開に対応するAIアルゴリズムが進化し続けていることから、データプライバシーに関する懸念が高まっていることに大きな影響を受けています。主な成長要因としては、処理ハードウェアの進歩、5Gインフラへの多額の投資、分散型ネットワークへの動向などが挙げられます。しかし、潜在的な課題としては、統合の複雑さ、導入コストの高さ、エッジAIソリューションの開発におけるスキル格差などが挙げられます。新たなビジネスチャンスは、エッジデバイスに最適化された軽量AIモデル、シームレスな統合アーキテクチャ、エッジに最適化されたサイバーセキュリティ・ソリューションの開発にあります。企業は、最適化されたソリューションを生み出すために、AIチップメーカーとソフトウェア開発者のコラボレーションに注力すべきです。制限という点では、集中型のデータセンターと比較して、エッジ・デバイスの処理能力やストレージの制約が依然として大きな懸念材料となっています。イノベーションを促進するために、組織は計算要件を最小化する新しいアルゴリズムに関する調査に投資し、エネルギー効率の高いハードウェア設計を模索すべきです。市場は急速な技術進歩によってダイナミックに変化しており、こうした変化に迅速に対応できる企業が持続的な成長を遂げる可能性が高いです。エッジAIの可能性を最大限に活用するには、技術革新、戦略的パートナーシップ、顧客中心のソリューションへの注力の融合が不可欠です。

市場力学：急速に進化するエッジAI市場の主要市場インサイトを公開

エッジAI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、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。こうした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るとともに、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
  • エッジデバイスとアプリケーションにおけるリアルタイムデータ処理と分析への需要の高まり
  • 様々な産業におけるモノのインターネット（iot）と人工知能技術の採用の増加
  • 低遅延で高性能なエッジコンピューティング・ソリューションに対するニーズの高まり
  • ヘルスケア、自動車、小売などの業界におけるエッジAIの応用拡大
• 市場抑制要因
  • エッジデバイスの限られた処理能力とバッテリー寿命
• 市場機会
  • エッジAIを活用したヘルスケアにおけるリアルタイム意思決定の強化
  • エッジAIソリューションの導入による、製造業における費用対効果の高い予知保全の実現
  • エッジAIを利用したパーソナライズされたレコメンデーションによる小売業の顧客体験の向上
• 市場の課題
  • データ管理の問題とメンテナンスの難しさ

ポーターの5つの力：エッジAI市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、エッジAI市場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ができ、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：エッジAI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、エッジAI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。

市場シェア分析エッジAI市場における競合情勢の把握

エッジAI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な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・マトリックスエッジAI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、エッジAI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つの象限によりベンダーを明確かつ的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。

戦略分析と推奨エッジAI市場における成功への道筋を描く

エッジAI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
    • エッジデバイスとアプリケーションにおけるリアルタイムのデータ処理と分析の需要の増加
    • さまざまな業界でモノのインターネット（IoT）と人工知能技術の導入が拡大
    • 低遅延かつ高性能なエッジコンピューティングソリューションに対するニーズの高まり
    • ヘルスケア、自動車、小売業などの業界でエッジAIの応用を拡大
  • 抑制要因
    • エッジデバイスの処理能力とバッテリー寿命の限界
  • 機会
    • エッジAIを活用してヘルスケアにおけるリアルタイムの意思決定を強化
    • 製造業におけるコスト効率の高い予知保全のためのエッジAIソリューションの導入
    • エッジAIを使用したパーソナライズされた推奨事項を通じて小売顧客エクスペリエンスを向上
  • 課題
    • データ管理の問題とメンテナンスの難しさ
• 市場セグメンテーション分析
• 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 エッジAI市場：コンポーネント別

• ハードウェア
  • メモリデバイス
  • プロセッサ
  • センサー
• ソフトウェア
  • AIプラットフォーム
  • AIソリューション

第7章 エッジAI市場：用途別

• 自動運転車
• ドローン
• ロボット
• スマートカメラ

第8章 エッジAI市場：エンドユーザー別

• 家電
  • スマートフォン
  • ウェアラブル
• 企業
  • 小売り
  • 交通機関
• 産業
  • ヘルスケア
  • 製造業

第9章 エッジAI市場：技術別

• コンピュータビジョン
• 機械学習

第10章 エッジAI市場：展開別

• クラウドベース
• オンプレミス

第11章 エッジAI市場機能別

• 分析
• データ管理
• セキュリティ

第12章 南北アメリカのエッジAI市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第13章 アジア太平洋地域のエッジAI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14章 欧州・中東・アフリカのエッジAI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15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
• 戦略分析と提言

企業一覧

• 1. Adapdix Corporation
• 2. Amazon Web Services, Inc.
• 3. Bosch Global
• 4. Bringing AI to Life, Inc.
• 5. CIARA, a Hypertec Brand
• 6. ClearBlade Inc.
• 7. Edge Impulse Inc.
• 8. FogHorn Systems Inc.
• 9. Google LLC
• 10. IBM Corporation
• 11. Intel Corporation
• 12. Microsoft Corporation
• 13. Nebbiolo Technologies, Inc.
• 14. Nvidia Corporation
• 15. Qualcomm Incorporated
• 16. Radisys Corporation
• 17. Samsara Inc.
• 18. Siemens AG
• 19. Swim AI, Inc.
• 20. Veea Inc.

LIST OF FIGURES

• FIGURE 1. EDGE AI MARKET RESEARCH PROCESS
• FIGURE 2. EDGE AI MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL EDGE AI MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL EDGE AI MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL EDGE AI MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL EDGE AI MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL EDGE AI MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL EDGE AI MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL EDGE AI MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL EDGE AI MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL EDGE AI MARKET SIZE, BY TECHNOLOGY, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL EDGE AI MARKET SIZE, BY TECHNOLOGY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL EDGE AI MARKET SIZE, BY DEPLOYMENT, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL EDGE AI MARKET SIZE, BY DEPLOYMENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. GLOBAL EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2023 VS 2030 (%)
• FIGURE 17. GLOBAL EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. AMERICAS EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. AMERICAS EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. UNITED STATES EDGE AI MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 21. UNITED STATES EDGE AI MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. ASIA-PACIFIC EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. ASIA-PACIFIC EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 25. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 26. EDGE AI MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 27. EDGE AI MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. EDGE AI MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL EDGE AI MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL EDGE AI MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL EDGE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. EDGE AI MARKET DYNAMICS
• TABLE 7. GLOBAL EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL EDGE AI MARKET SIZE, BY HARDWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL EDGE AI MARKET SIZE, BY MEMORY DEVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL EDGE AI MARKET SIZE, BY PROCESSORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL EDGE AI MARKET SIZE, BY SENSORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL EDGE AI MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL EDGE AI MARKET SIZE, BY AI PLATFORMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL EDGE AI MARKET SIZE, BY AI SOLUTIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL EDGE AI MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL EDGE AI MARKET SIZE, BY DRONES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL EDGE AI MARKET SIZE, BY ROBOTS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL EDGE AI MARKET SIZE, BY SMART CAMERAS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL EDGE AI MARKET SIZE, BY SMARTPHONES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL EDGE AI MARKET SIZE, BY WEARABLES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL EDGE AI MARKET SIZE, BY ENTERPRISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL EDGE AI MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL EDGE AI MARKET SIZE, BY TRANSPORTATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL EDGE AI MARKET SIZE, BY INDUSTRIAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL EDGE AI MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL EDGE AI MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL EDGE AI MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL EDGE AI MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL EDGE AI MARKET SIZE, BY CLOUD-BASED, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL EDGE AI MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL EDGE AI MARKET SIZE, BY ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL EDGE AI MARKET SIZE, BY DATA MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. GLOBAL EDGE AI MARKET SIZE, BY SECURITY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 45. AMERICAS EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 47. AMERICAS EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 48. AMERICAS EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 49. AMERICAS EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 50. AMERICAS EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 51. AMERICAS EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 52. AMERICAS EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 53. AMERICAS EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 54. AMERICAS EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 55. AMERICAS EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 56. AMERICAS EDGE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 57. ARGENTINA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 58. ARGENTINA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 59. ARGENTINA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 60. ARGENTINA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. ARGENTINA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 62. ARGENTINA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 63. ARGENTINA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 64. ARGENTINA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 65. ARGENTINA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 66. ARGENTINA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 67. ARGENTINA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 68. BRAZIL EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 69. BRAZIL EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 70. BRAZIL EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 71. BRAZIL EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. BRAZIL EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 73. BRAZIL EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 74. BRAZIL EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 75. BRAZIL EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 76. BRAZIL EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 77. BRAZIL EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 78. BRAZIL EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 79. CANADA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 80. CANADA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 81. CANADA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 82. CANADA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 83. CANADA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 84. CANADA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 85. CANADA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 86. CANADA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 87. CANADA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 88. CANADA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 89. CANADA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 90. MEXICO EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 91. MEXICO EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 92. MEXICO EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 93. MEXICO EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 94. MEXICO EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 95. MEXICO EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 96. MEXICO EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 97. MEXICO EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 98. MEXICO EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 99. MEXICO EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 100. MEXICO EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 101. UNITED STATES EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 102. UNITED STATES EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 103. UNITED STATES EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 104. UNITED STATES EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 105. UNITED STATES EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 106. UNITED STATES EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 107. UNITED STATES EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 108. UNITED STATES EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 109. UNITED STATES EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 110. UNITED STATES EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 111. UNITED STATES EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 112. UNITED STATES EDGE AI MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 113. ASIA-PACIFIC EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 114. ASIA-PACIFIC EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 115. ASIA-PACIFIC EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 116. ASIA-PACIFIC EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 117. ASIA-PACIFIC EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 118. ASIA-PACIFIC EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 119. ASIA-PACIFIC EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 120. ASIA-PACIFIC EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 121. ASIA-PACIFIC EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 122. ASIA-PACIFIC EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 123. ASIA-PACIFIC EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 124. ASIA-PACIFIC EDGE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 125. AUSTRALIA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 126. AUSTRALIA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 127. AUSTRALIA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 128. AUSTRALIA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 129. AUSTRALIA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 130. AUSTRALIA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 131. AUSTRALIA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 132. AUSTRALIA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 133. AUSTRALIA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 134. AUSTRALIA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 135. AUSTRALIA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 136. CHINA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 137. CHINA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 138. CHINA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 139. CHINA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 140. CHINA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 141. CHINA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 142. CHINA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 143. CHINA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 144. CHINA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 145. CHINA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 146. CHINA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 147. INDIA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 148. INDIA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 149. INDIA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 150. INDIA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 151. INDIA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 152. INDIA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 153. INDIA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 154. INDIA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 155. INDIA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 156. INDIA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 157. INDIA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 158. INDONESIA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 159. INDONESIA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 160. INDONESIA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 161. INDONESIA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 162. INDONESIA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 163. INDONESIA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 164. INDONESIA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 165. INDONESIA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 166. INDONESIA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 167. INDONESIA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 168. INDONESIA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 169. JAPAN EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 170. JAPAN EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 171. JAPAN EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 172. JAPAN EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 173. JAPAN EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 174. JAPAN EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 175. JAPAN EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 176. JAPAN EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 177. JAPAN EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 178. JAPAN EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 179. JAPAN EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 180. MALAYSIA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 181. MALAYSIA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 182. MALAYSIA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 183. MALAYSIA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. MALAYSIA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 185. MALAYSIA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 186. MALAYSIA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 187. MALAYSIA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 188. MALAYSIA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 189. MALAYSIA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 190. MALAYSIA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 191. PHILIPPINES EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 192. PHILIPPINES EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 193. PHILIPPINES EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 194. PHILIPPINES EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 195. PHILIPPINES EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 196. PHILIPPINES EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 197. PHILIPPINES EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 198. PHILIPPINES EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 199. PHILIPPINES EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 200. PHILIPPINES EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 201. PHILIPPINES EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 202. SINGAPORE EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 203. SINGAPORE EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 204. SINGAPORE EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 205. SINGAPORE EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 206. SINGAPORE EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 207. SINGAPORE EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 208. SINGAPORE EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 209. SINGAPORE EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 210. SINGAPORE EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 211. SINGAPORE EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 212. SINGAPORE EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 213. SOUTH KOREA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 214. SOUTH KOREA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 215. SOUTH KOREA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 216. SOUTH KOREA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 217. SOUTH KOREA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 218. SOUTH KOREA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 219. SOUTH KOREA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 220. SOUTH KOREA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 221. SOUTH KOREA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 222. SOUTH KOREA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 223. SOUTH KOREA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 224. TAIWAN EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 225. TAIWAN EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 226. TAIWAN EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 227. TAIWAN EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 228. TAIWAN EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 229. TAIWAN EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 230. TAIWAN EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 231. TAIWAN EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 232. TAIWAN EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 233. TAIWAN EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 234. TAIWAN EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 235. THAILAND EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 236. THAILAND EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 237. THAILAND EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 238. THAILAND EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 239. THAILAND EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 240. THAILAND EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 241. THAILAND EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 242. THAILAND EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 243. THAILAND EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 244. THAILAND EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 245. THAILAND EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 246. VIETNAM EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 247. VIETNAM EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 248. VIETNAM EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 249. VIETNAM EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 250. VIETNAM EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 251. VIETNAM EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 252. VIETNAM EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 253. VIETNAM EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 254. VIETNAM EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 255. VIETNAM EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 256. VIETNAM EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 257. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 258. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 259. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 260. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 261. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 262. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 263. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 264. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 265. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 266. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 267. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 268. EUROPE, MIDDLE EAST & AFRICA EDGE AI MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 269. DENMARK EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 270. DENMARK EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 271. DENMARK EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 272. DENMARK EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 273. DENMARK EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 274. DENMARK EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 275. DENMARK EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 276. DENMARK EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 277. DENMARK EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 278. DENMARK EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 279. DENMARK EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 280. EGYPT EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 281. EGYPT EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 282. EGYPT EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 283. EGYPT EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 284. EGYPT EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 285. EGYPT EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 286. EGYPT EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 287. EGYPT EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 288. EGYPT EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 289. EGYPT EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 290. EGYPT EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 291. FINLAND EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 292. FINLAND EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 293. FINLAND EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 294. FINLAND EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 295. FINLAND EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 296. FINLAND EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 297. FINLAND EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 298. FINLAND EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 299. FINLAND EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 300. FINLAND EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 301. FINLAND EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 302. FRANCE EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 303. FRANCE EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 304. FRANCE EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 305. FRANCE EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 306. FRANCE EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 307. FRANCE EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 308. FRANCE EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 309. FRANCE EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 310. FRANCE EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 311. FRANCE EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 312. FRANCE EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 313. GERMANY EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 314. GERMANY EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 315. GERMANY EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 316. GERMANY EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 317. GERMANY EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 318. GERMANY EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 319. GERMANY EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 320. GERMANY EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 321. GERMANY EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 322. GERMANY EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 323. GERMANY EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 324. ISRAEL EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 325. ISRAEL EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 326. ISRAEL EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 327. ISRAEL EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 328. ISRAEL EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 329. ISRAEL EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 330. ISRAEL EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 331. ISRAEL EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 332. ISRAEL EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 333. ISRAEL EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 334. ISRAEL EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 335. ITALY EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 336. ITALY EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 337. ITALY EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 338. ITALY EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 339. ITALY EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 340. ITALY EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 341. ITALY EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 342. ITALY EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 343. ITALY EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 344. ITALY EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 345. ITALY EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 346. NETHERLANDS EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 347. NETHERLANDS EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 348. NETHERLANDS EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 349. NETHERLANDS EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 350. NETHERLANDS EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 351. NETHERLANDS EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 352. NETHERLANDS EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 353. NETHERLANDS EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 354. NETHERLANDS EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 355. NETHERLANDS EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 356. NETHERLANDS EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 357. NIGERIA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 358. NIGERIA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 359. NIGERIA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 360. NIGERIA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 361. NIGERIA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 362. NIGERIA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 363. NIGERIA EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 364. NIGERIA EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 365. NIGERIA EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 366. NIGERIA EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 367. NIGERIA EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 368. NORWAY EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 369. NORWAY EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 370. NORWAY EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 371. NORWAY EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 372. NORWAY EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 373. NORWAY EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 374. NORWAY EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 375. NORWAY EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 376. NORWAY EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 377. NORWAY EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 378. NORWAY EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 379. POLAND EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 380. POLAND EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 381. POLAND EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 382. POLAND EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 383. POLAND EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 384. POLAND EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 385. POLAND EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 386. POLAND EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 387. POLAND EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 388. POLAND EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 389. POLAND EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 390. QATAR EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 391. QATAR EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 392. QATAR EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 393. QATAR EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 394. QATAR EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 395. QATAR EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MILLION)
• TABLE 396. QATAR EDGE AI MARKET SIZE, BY ENTERPRISE, 2018-2030 (USD MILLION)
• TABLE 397. QATAR EDGE AI MARKET SIZE, BY INDUSTRIAL, 2018-2030 (USD MILLION)
• TABLE 398. QATAR EDGE AI MARKET SIZE, BY TECHNOLOGY, 2018-2030 (USD MILLION)
• TABLE 399. QATAR EDGE AI MARKET SIZE, BY DEPLOYMENT, 2018-2030 (USD MILLION)
• TABLE 400. QATAR EDGE AI MARKET SIZE, BY FUNCTIONALITY, 2018-2030 (USD MILLION)
• TABLE 401. RUSSIA EDGE AI MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 402. RUSSIA EDGE AI MARKET SIZE, BY HARDWARE, 2018-2030 (USD MILLION)
• TABLE 403. RUSSIA EDGE AI MARKET SIZE, BY SOFTWARE, 2018-2030 (USD MILLION)
• TABLE 404. RUSSIA EDGE AI MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 405. RUSSIA EDGE AI MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 406. RUSSIA EDGE AI MARKET SIZE, BY CONSUMER ELECTRONICS, 2018-2030 (USD MIL

The Edge AI Market was valued at USD 24.19 billion in 2023, expected to reach USD 28.13 billion in 2024, and is projected to grow at a CAGR of 17.13%, to USD 73.21 billion by 2030.

Edge AI, the fusion of edge computing and artificial intelligence, brings data processing closer to the source of data generation, reducing latency and bandwidth usage. The necessity of Edge AI stems from the exponential growth in IoT devices and demand for immediate data analysis, particularly in sectors such as autonomous vehicles, smart cities, and industrial automation. Applications span smart home devices, wearable technology, and telecommunications, where real-time, low-latency processing is vital. The end-use scope includes healthcare with remote patient monitoring, retail with personalized shopping experiences, and agricultural technologies for precision farming. The market is heavily influenced by increasing data privacy concerns, as Edge AI enhances security by localizing data processing, and the continued evolution of AI algorithms that cater to edge deployments. Key growth factors include the advancements in processing hardware, substantial investments in 5G infrastructure, and the trend towards decentralized networks. However, potential challenges include integration complexities, the high cost of deployment, and skills gaps in developing Edge AI solutions. Emerging opportunities lie in developing lightweight AI models optimized for edge devices, seamless integration architectures, and edge-optimized cybersecurity solutions. Businesses should focus on collaboration between AI chip manufacturers and software developers to create optimized solutions. In terms of limitations, the constraints on processing power and storage of edge devices compared to centralized data centers remain a significant concern. To foster innovation, organizations should invest in research around new algorithms that minimize computational requirements and explore energy-efficient hardware designs. The market is dynamic, driven by rapid technological advancements, and companies that can swiftly adapt to these changes will likely achieve sustained growth. A blend of technical innovation, strategic partnerships, and a focus on customer-centric solutions will be crucial for leveraging the full potential of Edge AI.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Edge AI Market

The Edge AI 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
  • Increasing demand for real-time data processing and analytics in edge devices and applications
  • Growing adoption of internet of things (iot) and artificial intelligence technologies in various industries
  • Rising need for low latency and high performance edge computing solutions
  • Expanding applications of edge AI in industries such as healthcare, automotive, and retail
• Market Restraints
  • Limited processing power and battery life of edge devices
• Market Opportunities
  • Leveraging edge AI to enhance real-time decision making in healthcare
  • Deploying edge AI solutions for cost-effective predictive maintenance in manufacturing
  • Enhancing retail customer experiences through personalized recommendations using edge AI
• Market Challenges
  • Data management issues and maintenance difficulties

Porter's Five Forces: A Strategic Tool for Navigating the Edge AI Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Edge AI 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 Edge AI Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Edge AI 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 Edge AI Market

A detailed market share analysis in the Edge AI 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 Edge AI Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Edge AI 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 Edge AI Market

A strategic analysis of the Edge AI 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 Edge AI Market, highlighting leading vendors and their innovative profiles. These include Adapdix Corporation, Amazon Web Services, Inc., Bosch Global, Bringing AI to Life, Inc., CIARA, a Hypertec Brand, ClearBlade Inc., Edge Impulse Inc., FogHorn Systems Inc., Google LLC, IBM Corporation, Intel Corporation, Microsoft Corporation, Nebbiolo Technologies, Inc., Nvidia Corporation, Qualcomm Incorporated, Radisys Corporation, Samsara Inc., Siemens AG, Swim AI, Inc., and Veea Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Hardware and Software. The Hardware is further studied across Memory Devices, Processors, and Sensors. The Software is further studied across AI Platforms and AI Solutions.
• Based on Application, market is studied across Autonomous Vehicles, Drones, Robots, and Smart Cameras.
• Based on End-User, market is studied across Consumer Electronics, Enterprise, and Industrial. The Consumer Electronics is further studied across Smartphones and Wearables. The Enterprise is further studied across Retail and Transportation. The Industrial is further studied across Healthcare and Manufacturing.
• Based on Technology, market is studied across Computer Vision and Machine Learning.
• Based on Deployment, market is studied across Cloud-Based and On-Premises.
• Based on Functionality, market is studied across Analytics, Data Management, and Security.
• 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. Increasing demand for real-time data processing and analytics in edge devices and applications
    • 5.1.1.2. Growing adoption of internet of things (iot) and artificial intelligence technologies in various industries
    • 5.1.1.3. Rising need for low latency and high performance edge computing solutions
    • 5.1.1.4. Expanding applications of edge AI in industries such as healthcare, automotive, and retail
  • 5.1.2. Restraints
    • 5.1.2.1. Limited processing power and battery life of edge devices

• 5.1.3. Opportunities
  • 5.1.3.1. Leveraging edge AI to enhance real-time decision making in healthcare
  • 5.1.3.2. Deploying edge AI solutions for cost-effective predictive maintenance in manufacturing
  • 5.1.3.3. Enhancing retail customer experiences through personalized recommendations using edge AI
• 5.1.4. Challenges
  • 5.1.4.1. Data management issues and maintenance difficulties

• 5.2. Market Segmentation Analysis
• 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. Edge AI Market, by Component

• 6.1. Introduction
• 6.2. Hardware
  • 6.2.1. Memory Devices
  • 6.2.2. Processors
  • 6.2.3. Sensors
• 6.3. Software
  • 6.3.1. AI Platforms
  • 6.3.2. AI Solutions

7. Edge AI Market, by Application

• 7.1. Introduction
• 7.2. Autonomous Vehicles
• 7.3. Drones
• 7.4. Robots
• 7.5. Smart Cameras

8. Edge AI Market, by End-User

• 8.1. Introduction
• 8.2. Consumer Electronics
  • 8.2.1. Smartphones
  • 8.2.2. Wearables
• 8.3. Enterprise
  • 8.3.1. Retail
  • 8.3.2. Transportation
• 8.4. Industrial
  • 8.4.1. Healthcare
  • 8.4.2. Manufacturing

9. Edge AI Market, by Technology

• 9.1. Introduction
• 9.2. Computer Vision
• 9.3. Machine Learning

10. Edge AI Market, by Deployment

• 10.1. Introduction
• 10.2. Cloud-Based
• 10.3. On-Premises

11. Edge AI Market, by Functionality

• 11.1. Introduction
• 11.2. Analytics
• 11.3. Data Management
• 11.4. Security

12. Americas Edge AI Market

• 12.1. Introduction
• 12.2. Argentina
• 12.3. Brazil
• 12.4. Canada
• 12.5. Mexico
• 12.6. United States

13. Asia-Pacific Edge AI Market

• 13.1. Introduction
• 13.2. Australia
• 13.3. China
• 13.4. India
• 13.5. Indonesia
• 13.6. Japan
• 13.7. Malaysia
• 13.8. Philippines
• 13.9. Singapore
• 13.10. South Korea
• 13.11. Taiwan
• 13.12. Thailand
• 13.13. Vietnam

14. Europe, Middle East & Africa Edge AI Market

• 14.1. Introduction
• 14.2. Denmark
• 14.3. Egypt
• 14.4. Finland
• 14.5. France
• 14.6. Germany
• 14.7. Israel
• 14.8. Italy
• 14.9. Netherlands
• 14.10. Nigeria
• 14.11. Norway
• 14.12. Poland
• 14.13. Qatar
• 14.14. Russia
• 14.15. Saudi Arabia
• 14.16. South Africa
• 14.17. Spain
• 14.18. Sweden
• 14.19. Switzerland
• 14.20. Turkey
• 14.21. United Arab Emirates
• 14.22. United Kingdom

15. Competitive Landscape

• 15.1. Market Share Analysis, 2023
• 15.2. FPNV Positioning Matrix, 2023
• 15.3. Competitive Scenario Analysis
• 15.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Adapdix Corporation
• 2. Amazon Web Services, Inc.
• 3. Bosch Global
• 4. Bringing AI to Life, Inc.
• 5. CIARA, a Hypertec Brand
• 6. ClearBlade Inc.
• 7. Edge Impulse Inc.
• 8. FogHorn Systems Inc.
• 9. Google LLC
• 10. IBM Corporation
• 11. Intel Corporation
• 12. Microsoft Corporation
• 13. Nebbiolo Technologies, Inc.
• 14. Nvidia Corporation
• 15. Qualcomm Incorporated
• 16. Radisys Corporation
• 17. Samsara Inc.
• 18. Siemens AG
• 19. Swim AI, Inc.
• 20. Veea Inc.