エッジ人工知能市場：プロセッサ、コンポーネント、ソース、用途、最終用途別- 世界予測2025-2030年

エッジ人工知能市場は、2023年に24億1,000万米ドルと評価され、2024年には29億7,000万米ドルに達すると予測され、CAGR 24.71％で成長し、2030年には113億1,000万米ドルになると予測されています。

エッジ人工知能（Edge AI）とは、集中型データセンターに依存するのではなく、ローカルデバイスやエッジサーバー上にAIアルゴリズムを展開することを指します。このアプローチは、待ち時間を最小限に抑え、リアルタイムのデータ処理を強化し、帯域幅とデータプライバシーに関する懸念を管理するのに役立ちます。エッジAIの必要性は、ヘルスケア、自動車、産業オートメーション、家電製品などの分野でリアルタイムの意思決定に対する需要が高まっていることが背景にあります。これらのアプリケーションでは、ウェアラブル、自律走行車、工場用ロボット、スマートフォンなどのデバイスで生成されたデータを、迅速かつローカルに処理する必要がある場合が多く、クラウドにデータを送信すると、許容できない遅延やリスクが発生する可能性があります。同市場は、AIチップセットの進歩、モノのインターネット（IoT）機器の普及、データ・プライバシーの重視の高まりによって力強い成長を遂げています。主な成長要因としては、より高速なデータレートをサポートする5Gネットワークの加速や、より小型で低消費電力のデバイスでより複雑な分析を可能にするAIモデルの効率向上などが挙げられます。しかし、AI対応ハードウェアの高コストと消費電力、統合の複雑さ、潜在的なデータ・セキュリティの問題などの課題も存在します。こうしたハードルにもかかわらず、この分野は、特にスマートシティ・ソリューション、ADAS（先進運転支援システム）、小売業におけるパーソナライズされた消費者体験などの新しいアプリケーションにおいて、機が熟しています。イノベーターは、エネルギー効率の高いチップの開発、AIモデルの圧縮技術の改善、市場動向を活用するための業種別ソリューションの拡大に注力できると思われます。また、計算負荷のバランスをとり、運用効率を最適化するクラウドとエッジのハイブリッドソリューションの可能性もあります。エッジAI市場の性質はダイナミックであり、急速な技術進歩と、半導体メーカーからソフトウェア開発者に至るまで拡大する利害関係者のエコシステムが特徴です。持続的な成長のために、企業は、進化するエンドユーザーのニーズに合わせた適応性と拡張性のあるAIソリューションを確保しながら、展開の課題を克服するための協調的イノベーションと戦略的パートナーシップに焦点を当てるべきです。

市場力学：急速に進化するエッジ人工知能市場の主要市場インサイトを公開

エッジ人工知能市場は、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
  • 経済全体における産業の自動化と電化の増加
  • 世界のスマートシティ開発への投資の増加
  • 自律走行車の生産と配備の増加
• 市場抑制要因
  • エッジAIの導入と統合の問題
• 市場機会
  • エッジAI技術の継続的改善
  • 精密農業におけるエッジAIの活用の可能性
• 市場の課題
  • エッジAIに関連するプライバシーとセキュリティの懸念

ポーターの5つの力：エッジ人工知能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、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、エッジ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。

市場シェア分析エッジ人工知能市場における競合情勢の把握

エッジ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・マトリックスエッジ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、エッジ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。

戦略分析と推奨エッジ人工知能市場における成功への道筋を描く

エッジ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
    • 経済全体で産業の自動化と電化が進む
    • 世界中でスマートシティ開発への投資が増加
    • 自動運転車の生産と導入の増加
  • 抑制要因
    • エッジ AIの導入と統合の問題
  • 機会
    • エッジAIテクノロジーの継続的な改善
    • 精密農業におけるエッジAIの潜在的活用
  • 課題
    • エッジAIに関連するプライバシーとセキュリティの懸念
• 市場セグメンテーション分析
  • コンポーネント：効果的なエッジ AIアプリケーションを作成および実装するためのソフトウェアツールの使用の増加
  • プロセッサ：特定用途向け集積回路（ASIC）の高い潜在能力により、画像認識とデータ分析を高速化
  • 出典：エッジベースの生体認証システムは応答時間を短縮し、ネットワークの帯域幅負荷を軽減します
  • アプリケーション：スマートウェアラブルにエッジAIを導入し、より正確なデータ分析と高速処理を実現
  • 最終用途：政府および公共部門によるエッジ AIの導入が拡大し、サービス提供とデータセキュリティが重視される
• 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 エッジ人工知能市場プロセッサ別

• 特定用途向け集積回路
• 中央処理装置
• フィールドプログラマブルゲートアレイ
• グラフィックスプロセッシングユニット

第7章 エッジ人工知能市場：コンポーネント別

• サービス
  • サポートとメンテナンス
  • システム統合とテスト
  • トレーニングとコンサルティング
• ソリューション
  • プラットフォーム
  • ソフトウェアツール

第8章 エッジ人工知能市場：ソース別

• 生体認証データ
• モバイルデータ
• センサーデータ
• 音声認識
• ビデオと画像の認識

第9章 エッジ人工知能市場：用途別

• アクセス管理
• 自動運転車
• エネルギー管理
• 精密農業
• リモート監視と予測メンテナンス
• スマートウェアラブル
• テレメトリー
• ビデオ監視

第10章 エッジ人工知能市場：最終用途別

• 自動車
• エネルギー・公益事業
• 政府および公共部門
• ヘルスケア
• 製造業
• 通信

第11章 南北アメリカのエッジ人工知能市場

• 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エッジ人工知能市場

• 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・アフリカのエッジ人工知能市場

• 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
  • Google、AI機能と持続可能性の取り組み強化のためフィンランドのデータセンターに11億米ドルを投資
  • Myelin Foundry、Pioneer Edge AI Solutionsに400万米ドルの資金を確保
  • Synapticsは最先端のエッジコンピューティングソリューションでAIとIoTを推進します
  • Eta ComputeのAptosがQualcommのIoTソリューションとの互換性を拡大
  • ClearBlade、インテリジェント資産管理を強化する生成AIアシスタントを導入
  • マイクロソフトとNVIDIAが協力し、高度なAIソリューションでヘルスケアとライフサイエンスを強化
  • ネットワークとエッジ全体でAIと自動化を強化するインテルの戦略的イノベーション
  • Octaipipe、エッジAI技術の発展に向けてプレシリーズ資金として350万ポンドを確保
  • BrainChipとMyWaiが次世代エッジ AIソリューションで提携
  • ブレインチップ・ホールディングスとMYWAIがEUにおける先進的なエッジAIソリューションの戦略的提携を発表
  • HPEがジュニパーネットワークスを戦略的に買収しAI機能を推進
  • Blaize, Inc.がBurTech Acquisition Corp.との合併により株式公開、時価総額は8億9,400万米ドルに
• 戦略分析と提言
  • NVIDIAコーポレーション
  • インターナショナル・ビジネス・マシーンズ・コーポレーション
  • マイクロソフト株式会社
  • クアルコムテクノロジーズ株式会社

企業一覧

• ADLINK Technology Inc.
• Advanced Micro Devices, Inc.
• Advantech Co., Ltd.
• Aispire, Inc.
• Amazon Web Services Inc.
• ARBOR Technology Corp.
• BrainChip Holdings Ltd.
• Cisco Systems, Inc.
• ClearBlade, Inc.
• D-Link Corporation
• EdgeIQ, Inc.
• Eta Compute Inc.
• Google LLC by Alphabet Inc.
• Gorilla Technology Group Inc.
• Hewlett Packard Enterprise Company
• Huawei Technologies Co., Ltd.
• Intel Corporation
• Intent HQ Limited
• International Business Machines Corporation
• Johnson Controls International PLC
• Lenovo Group Limited
• Microsoft Corporation
• MYWAI
• Nutanix, Inc.
• NVIDIA Corporation
• Oracle Corporation
• Qualcomm Technologies, Inc.
• Rockwell Automation, Inc.
• Saguna Consulting Services LLC
• Samsung Electronics Co., Ltd.
• Sidus Space, Inc.
• Siemens AG
• Sony Group Corporation
• STMicroelectronics N.V.
• Synaptics Incorporated
• Tata Elxsi Limited
• TIBCO Software Inc. by Cloud Software Group, Inc.
• Tredence.Inc.
• Vapor IO, Inc.
• viso.ai AG
• VMware, Inc. by Broadcom Inc.

LIST OF FIGURES

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

LIST OF TABLES

• TABLE 1. EDGE ARTIFICIAL INTELLIGENCE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. EDGE ARTIFICIAL INTELLIGENCE MARKET DYNAMICS
• TABLE 7. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION-SPECIFIC INTEGRATED CIRCUIT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY CENTRAL PROCESSING UNIT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY FIELD PROGRAMMABLE GATE ARRAY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GRAPHICS PROCESSING UNIT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SYSTEM INTEGRATION & TESTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TRAINING & CONSULTING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PLATFORM, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOFTWARE TOOLS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MOBILE DATA, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SENSOR DATA, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VIDEO & IMAGE RECOGNITION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ACCESS MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PRECISION AGRICULTURE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY REMOTE MONITORING & PREDICTIVE MAINTENANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SMART WEARABLES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TELEMETRY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY GOVERNMENT & PUBLIC SECTOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY TELECOM, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 45. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 47. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 48. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 49. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 50. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 51. AMERICAS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 52. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 53. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 54. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 55. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 56. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 57. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 58. ARGENTINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 59. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 60. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 61. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 62. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 63. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 64. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 65. BRAZIL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 66. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 67. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 68. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 69. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 70. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 71. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 72. CANADA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 73. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 74. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 75. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 76. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 77. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 78. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 79. MEXICO EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 80. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 81. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 82. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 83. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 84. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 85. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 86. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 87. UNITED STATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 88. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 89. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 90. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 91. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 92. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 93. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 94. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 95. ASIA-PACIFIC EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 96. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 97. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 98. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 99. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 100. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 101. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 102. AUSTRALIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 103. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 104. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 105. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 106. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 107. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 108. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 109. CHINA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 110. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 111. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 112. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 113. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 114. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 115. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 116. INDIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 117. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 118. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 119. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 120. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 121. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 122. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. INDONESIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 124. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 125. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 126. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 127. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 128. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 129. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 130. JAPAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 131. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 132. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 133. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 134. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 135. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 136. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 137. MALAYSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 138. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 139. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 141. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 142. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 143. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 144. PHILIPPINES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 145. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 146. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 147. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 148. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 149. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 150. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 151. SINGAPORE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 152. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 153. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 154. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 155. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 156. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 157. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 158. SOUTH KOREA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 159. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 160. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 161. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 162. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 163. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 164. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 165. TAIWAN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 166. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 167. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 168. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 169. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 170. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 171. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 172. THAILAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 173. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 174. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 175. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 176. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 177. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 178. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 179. VIETNAM EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 180. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 181. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 182. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 183. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 184. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 185. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 186. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 187. EUROPE, MIDDLE EAST & AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 188. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 189. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 190. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 191. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 192. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 193. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 194. DENMARK EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 195. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 196. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 197. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 198. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 199. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 200. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 201. EGYPT EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 202. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 203. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 204. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 205. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 206. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 207. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 208. FINLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 209. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 210. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 211. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 212. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 213. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 214. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 215. FRANCE EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 216. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 217. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 218. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 219. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 220. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 221. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 222. GERMANY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 223. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 224. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 225. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 226. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 227. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 228. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 229. ISRAEL EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 230. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 231. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 232. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 233. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 234. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 235. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 236. ITALY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 237. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 238. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 239. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 240. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 241. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 242. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 243. NETHERLANDS EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 244. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 245. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 246. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 247. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 248. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 249. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 250. NIGERIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 251. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 252. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 253. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 254. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 255. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 256. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 257. NORWAY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 258. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 259. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 260. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 261. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 262. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 263. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 264. POLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 265. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 266. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 267. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 268. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 269. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 270. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 271. QATAR EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 272. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 273. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 274. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 275. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 276. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 277. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 278. RUSSIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 279. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 280. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 281. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 282. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 283. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 284. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 285. SAUDI ARABIA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 286. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 287. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 288. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 289. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 290. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 291. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 292. SOUTH AFRICA EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 293. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 294. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 295. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 296. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 297. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 298. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 299. SPAIN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 300. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 301. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 302. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 303. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 304. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 305. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 306. SWEDEN EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 307. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 308. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 309. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 310. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 311. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 312. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 313. SWITZERLAND EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 314. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 315. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 316. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 317. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 318. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 319. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 320. TURKEY EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 321. UNITED ARAB EMIRATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 322. UNITED ARAB EMIRATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 323. UNITED ARAB EMIRATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SERVICES, 2018-2030 (USD MILLION)
• TABLE 324. UNITED ARAB EMIRATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOLUTION, 2018-2030 (USD MILLION)
• TABLE 325. UNITED ARAB EMIRATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, BY SOURCE, 2018-2030 (USD MILLION)
• TABLE 326. UNITED ARAB EMIRATES EDGE ARTIFICIAL INTELLIGENCE MARKET SIZE, B

The Edge Artificial Intelligence Market was valued at USD 2.41 billion in 2023, expected to reach USD 2.97 billion in 2024, and is projected to grow at a CAGR of 24.71%, to USD 11.31 billion by 2030.

Edge Artificial Intelligence (Edge AI) refers to the deployment of AI algorithms on local devices or edge servers, rather than relying on centralized data centers. This approach minimizes latency, enhances real-time data processing, and helps manage bandwidth and data privacy concerns. The necessity for Edge AI is driven by the increasing demand for real-time decision-making in sectors such as healthcare, automotive, industrial automation, and consumer electronics. These applications often require quick, local processing of data generated by devices like wearables, autonomous vehicles, factory robots, and smartphones, where sending data to the cloud could introduce unacceptable delays or risks. The market is witnessing robust growth propelled by advancements in AI chipsets, the proliferation of Internet of Things (IoT) devices, and an increasing emphasis on data privacy. Key growth influencers include the acceleration of 5G networks, which support higher data rates, and improvements in AI model efficiency enabling more complex analytics on smaller and lower-power devices. However, challenges exist, including the high cost and power consumption of AI-capable hardware, integration complexities, and potential data security issues. Despite these hurdles, the sector is ripe with opportunities, particularly in new applications like smart city solutions, advanced driver-assistance systems (ADAS), and personalized consumer experiences in retail. Innovators could focus on developing energy-efficient chips, improving AI model compression techniques, and expanding towards vertical-specific solutions to capitalize on market trends. There is also potential for hybrid cloud-edge solutions that balance computational loads and optimize operational efficiency. The nature of the Edge AI market is dynamic, marked by rapid technological advancements and expanding stakeholder ecosystems ranging from semiconductor manufacturers to software developers. For sustained growth, businesses should focus on collaborative innovation and strategic partnerships to overcome deployment challenges while ensuring adaptive, scalable AI solutions tailored to evolving end-user needs.

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

The Edge Artificial Intelligence 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 automation and electrification of industries across economies
  • Growing investments in smart city development worldwide
  • Rising production and deployment of autonomous vehicles
• Market Restraints
  • Deployment and integration issues with Edge AI
• Market Opportunities
  • Ongoing improvements in Edge AI technologies
  • Potential utilization of Edge AI in precision agriculture
• Market Challenges
  • Privacy and security concerns associated with Edge AI

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

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

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

A detailed market share analysis in the Edge Artificial Intelligence 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 Artificial Intelligence Market

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

A strategic analysis of the Edge Artificial Intelligence 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 Artificial Intelligence Market, highlighting leading vendors and their innovative profiles. These include ADLINK Technology Inc., Advanced Micro Devices, Inc., Advantech Co., Ltd., Aispire, Inc., Amazon Web Services Inc., ARBOR Technology Corp., BrainChip Holdings Ltd., Cisco Systems, Inc., ClearBlade, Inc., D-Link Corporation, EdgeIQ, Inc., Eta Compute Inc., Google LLC by Alphabet Inc., Gorilla Technology Group Inc., Hewlett Packard Enterprise Company, Huawei Technologies Co., Ltd., Intel Corporation, Intent HQ Limited, International Business Machines Corporation, Johnson Controls International PLC, Lenovo Group Limited, Microsoft Corporation, MYWAI, Nutanix, Inc., NVIDIA Corporation, Oracle Corporation, Qualcomm Technologies, Inc., Rockwell Automation, Inc., Saguna Consulting Services LLC, Samsung Electronics Co., Ltd., Sidus Space, Inc., Siemens AG, Sony Group Corporation, STMicroelectronics N.V., Synaptics Incorporated, Tata Elxsi Limited, TIBCO Software Inc. by Cloud Software Group, Inc., Tredence.Inc., Vapor IO, Inc., viso.ai AG, and VMware, Inc. by Broadcom Inc..

Market Segmentation & Coverage

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

• Based on Processor, market is studied across Application-Specific Integrated Circuit, Central Processing Unit, Field Programmable Gate Array, and Graphics Processing Unit.
• Based on Component, market is studied across Services and Solution. The Services is further studied across Support & Maintenance, System Integration & Testing, and Training & Consulting. The Solution is further studied across Platform and Software Tools.
• Based on Source, market is studied across Biometric Data, Mobile Data, Sensor Data, Speech Recognition, and Video & Image Recognition.
• Based on Application, market is studied across Access Management, Autonomous Vehicles, Energy Management, Precision Agriculture, Remote Monitoring & Predictive Maintenance, Smart Wearables, Telemetry, and Video Surveillance.
• Based on End-Use, market is studied across Automotive, Energy & Utilities, Government & Public Sector, Healthcare, Manufacturing, and Telecom.
• 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 automation and electrification of industries across economies
    • 5.1.1.2. Growing investments in smart city development worldwide
    • 5.1.1.3. Rising production and deployment of autonomous vehicles
  • 5.1.2. Restraints
    • 5.1.2.1. Deployment and integration issues with Edge AI
  • 5.1.3. Opportunities
    • 5.1.3.1. Ongoing improvements in Edge AI technologies
    • 5.1.3.2. Potential utilization of Edge AI in precision agriculture
  • 5.1.4. Challenges
    • 5.1.4.1. Privacy and security concerns associated with Edge AI
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Growing usage of software tools to create and implement effective Edge AI applications
  • 5.2.2. Processor: High potential of application-specific integrated circuit (ASIC) o accelerate image recognition and data analysis
  • 5.2.3. Source: Edge-based biometric systems provide faster response times and reduce bandwidth load on networks
  • 5.2.4. Application: Deployment of Edge AI in smart wearables to offer more accurate data analysis and faster processing
  • 5.2.5. End-Use: Rising adoption of Edge AI by government & public sector, emphasizing service delivery and data security
• 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 Artificial Intelligence Market, by Processor

• 6.1. Introduction
• 6.2. Application-Specific Integrated Circuit
• 6.3. Central Processing Unit
• 6.4. Field Programmable Gate Array
• 6.5. Graphics Processing Unit

7. Edge Artificial Intelligence Market, by Component

• 7.1. Introduction
• 7.2. Services
  • 7.2.1. Support & Maintenance
  • 7.2.2. System Integration & Testing
  • 7.2.3. Training & Consulting
• 7.3. Solution
  • 7.3.1. Platform
  • 7.3.2. Software Tools

8. Edge Artificial Intelligence Market, by Source

• 8.1. Introduction
• 8.2. Biometric Data
• 8.3. Mobile Data
• 8.4. Sensor Data
• 8.5. Speech Recognition
• 8.6. Video & Image Recognition

9. Edge Artificial Intelligence Market, by Application

• 9.1. Introduction
• 9.2. Access Management
• 9.3. Autonomous Vehicles
• 9.4. Energy Management
• 9.5. Precision Agriculture
• 9.6. Remote Monitoring & Predictive Maintenance
• 9.7. Smart Wearables
• 9.8. Telemetry
• 9.9. Video Surveillance

10. Edge Artificial Intelligence Market, by End-Use

• 10.1. Introduction
• 10.2. Automotive
• 10.3. Energy & Utilities
• 10.4. Government & Public Sector
• 10.5. Healthcare
• 10.6. Manufacturing
• 10.7. Telecom

11. Americas Edge Artificial Intelligence Market

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

12. Asia-Pacific Edge Artificial Intelligence 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 Edge Artificial Intelligence 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. Google Invests USD 1.1 Billion in Finland Data Center to Enhance AI Capabilities and Sustainability Initiatives
  • 14.3.2. Myelin Foundry Secures USD 4 Million Funding to Pioneer Edge AI Solutions
  • 14.3.3. Synaptics Advances AI and IoT with Cutting-Edge Edge Computing Solutions
  • 14.3.4. Eta Compute's Aptos Expands Compatibility with Qualcomm's IoT Solutions
  • 14.3.5. ClearBlade Introduces Generative AI Assistant to Enhance Intelligent Asset Management
  • 14.3.6. Microsoft and NVIDIA Join Forces to Enhance Healthcare and Life Sciences with Advanced AI Solutions
  • 14.3.7. Intel's Strategic Innovations to Enhance AI and Automation Across Network and Edge
  • 14.3.8. Octaipipe Secures GBP 3.5 Million in Pre-Series Funding to Advance Edge AI Technology
  • 14.3.9. BrainChip and MyWai Partner for Next-Gen Edge AI Solutions
  • 14.3.10. Strategic Partnership Announced Between BrainChip Holdings and MYWAI for Advanced Edge AI Solutions in the EU
  • 14.3.11. HPE's Strategic Acquisition of Juniper Networks to Propel AI Capabilities
  • 14.3.12. Blaize, Inc. to Go Public Through Merger with BurTech Acquisition Corp., Valued at USD 894 Million
• 14.4. Strategy Analysis & Recommendation
  • 14.4.1. NVIDIA Corporation
  • 14.4.2. International Business Machines Corporation
  • 14.4.3. Microsoft Corporation
  • 14.4.4. Qualcomm Technologies, Inc.

Companies Mentioned

• 1. ADLINK Technology Inc.
• 2. Advanced Micro Devices, Inc.
• 3. Advantech Co., Ltd.
• 4. Aispire, Inc.
• 5. Amazon Web Services Inc.
• 6. ARBOR Technology Corp.
• 7. BrainChip Holdings Ltd.
• 8. Cisco Systems, Inc.
• 9. ClearBlade, Inc.
• 10. D-Link Corporation
• 11. EdgeIQ, Inc.
• 12. Eta Compute Inc.
• 13. Google LLC by Alphabet Inc.
• 14. Gorilla Technology Group Inc.
• 15. Hewlett Packard Enterprise Company
• 16. Huawei Technologies Co., Ltd.
• 17. Intel Corporation
• 18. Intent HQ Limited
• 19. International Business Machines Corporation
• 20. Johnson Controls International PLC
• 21. Lenovo Group Limited
• 22. Microsoft Corporation
• 23. MYWAI
• 24. Nutanix, Inc.
• 25. NVIDIA Corporation
• 26. Oracle Corporation
• 27. Qualcomm Technologies, Inc.
• 28. Rockwell Automation, Inc.
• 29. Saguna Consulting Services LLC
• 30. Samsung Electronics Co., Ltd.
• 31. Sidus Space, Inc.
• 32. Siemens AG
• 33. Sony Group Corporation
• 34. STMicroelectronics N.V.
• 35. Synaptics Incorporated
• 36. Tata Elxsi Limited
• 37. TIBCO Software Inc. by Cloud Software Group, Inc.
• 38. Tredence.Inc.
• 39. Vapor IO, Inc.
• 40. viso.ai AG
• 41. VMware, Inc. by Broadcom Inc.