エッジアナリティクスの市場規模、シェア、動向分析レポート：タイプ別、コンポーネント別、展開モデル別、用途別、産業別、地域別、セグメント予測、2025年～2030年

エッジアナリティクス市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、世界のエッジアナリティクス市場規模は、2025年から2030年にかけて28.6%のCAGRを記録し、2030年までに407億1,000万米ドルに達すると推定されています。

エッジデバイス自体でデータ分析と処理を行うことで、ロボットは集中型システムに大きく依存することなく、環境に迅速に対応することができます。このアプローチは、リアルタイムの洞察、待ち時間の短縮、セキュリティの向上、帯域幅の最適化を実現します。モノのインターネットの台頭とエッジで生成されるデータ量の増加に伴い、エッジアナリティクスは大きな注目を集めています。多くの産業組織がモノのインターネット（IoT）を利用して、製造機械、パイプライン、設備を監視しています。

IoTは、リアルタイムでの管理や解釈が困難なデータを生成し、保存します。IoTデバイスからのデータはエッジアナリティクスに送られ、処理され理解されます。分析アルゴリズムは、どのデータが必要で、どのデータが不要かを判断する際に人間を支援します。多くのアプリケーションや業界において、タイムリーな意思決定は、業務効率の達成、安全性の確保、優れた顧客体験の提供にとって極めて重要です。自律走行車、産業オートメーション、スマートシティなどの特定のアプリケーションでは、リアルタイムのアナリティクス機能が求められます。

エッジアナリティクスは、エッジでの即時処理と意思決定を可能にし、待ち時間を最小限に抑え、迅速な対応を可能にします。さらに、ドローンやロボット工学などの業界では、リアルタイムの意思決定機能に大きく依存しています。これらのシステムは、膨大な量のセンサーデータを処理し、変化する環境や状況に瞬時に対応しなければなりません。エッジアナリティクスは、エッジでのセンサーデータの分析と解釈を可能にし、これらの自律型システムが集中処理に頼ることなく、迅速かつ正確な意思決定を行えるようにします。

世界中のコネクテッドデバイスからますます膨大になるデータが市場拡大の原動力となっており、リアルタイムインテリジェンスがネットワークデバイス上のエッジアナリティクスの成長の触媒として機能し、エッジアナリティクスを採用することで、スケーラビリティとコストの最適化が強化されます。分析コンピューティングは、集中型ストレージシステムでデータが検索されるのを待ってから分析アプリケーションを実行するのではなく、デバイスのエッジで実行されます。さらに、製造業界では、例えばスマート生産ラインでエッジ解析を大幅に活用し、製造エラーや梱包などをリアルタイムで指摘することができます。IoTは、リアルタイムで大量のデータを生成する多数のデバイスやセンサーを接続します。この技術を応用することで、このデータをエッジで処理・分析し、迅速な意思決定を可能にし、すべてのデータを中央の場所に送信する必要性を減らすことができます。例えば、スマートシティでは、交通パターン、エネルギー消費量、治安をリアルタイムで監視・管理することができます。

エッジでセンサーデータを分析することにより、潜在的な故障を特定し、メンテナンス・スケジュールを最適化し、ダウンタイムを最小限に抑えることができます。また、リアルタイムの患者モニタリング、遠隔診断、個別化治療を可能にすることで、ヘルスケアにおいても重要な役割を果たしています。エッジデバイスは、バイタルサインや病歴などの患者データを分析し、ヘルスケア専門家にタイムリーな洞察を提供することができます。小売企業は、エッジデバイスをリアルタイムの在庫管理、顧客分析、パーソナライズされたショッピング体験に活用できます。エッジデバイスでPOSデータ、通行パターン、顧客の嗜好を分析することで、小売企業は在庫レベルを最適化し、顧客満足度を高め、ターゲットを絞ったプロモーションを提供できます。

北米はエッジアナリティクス市場でより大きな市場シェアを獲得します。同地域では予測アナリティクスが重要であり、産業や通信業界が集中していることから、エッジアナリティクスソリューションの採用が進むと思われます。IoTデバイスの接続が増加していることから、この地域市場では、あらゆる業種でエッジアナリティクスソリューションの採用率が急上昇しています。エッジアナリティクスを導入することで、機器の健全性と生産率をよりよく把握し、製造工場が生産における土壇場の問題に対処できるように備えることができます。

さまざまな地域の産業が潜在的なメリットを認識し、特定の使用事例に導入しています。例えば、製造業では予知保全や品質管理に利用されています。こうした業界特有の用途が、同地域におけるエッジアナリティクス市場の成長に寄与しています。この地域には、一般データ保護規則（GDPR）やカリフォルニア州消費者プライバシー法（CCPA）のようなデータプライバシー法やコンプライアンス要件など、特定の規制や基準があります。エッジアナリティクスは、機密データをローカルで処理することで、データセキュリティとプライバシーに関する懸念に対処するソリューションを提供し、規制要件を遵守します。

エッジアナリティクスは、アナリティクスの実施場所を除いて、従来のアナリティクスツールと同じ機能を提供します。重要な違いは、エッジアナリティクスのプログラマーは、ストレージ、コンピューティング能力、接続に制限がある可能性のあるエッジデバイス上で実行しなければならないことです。デジタル化は最近の革命の原動力となっています。企業は長い間、IoTに接続されたデバイスによって毎日作成される数百万ノードのデータから、関連する洞察を抽出する方法に苦慮してきました。スマートウォッチからスマートスピーカーまで、リンクされたガジェットの量は、採掘すべきデータ量を増加させています。AIやビッグデータなど、多くの新技術が洞察の収集に不可欠となっています。

北米では予測分析のニーズが高まっているため、エッジアナリティクス市場の市場シェアが拡大し、産業や通信業界が集中するエッジアナリティクスソリューションの採用が進むと思われます。IoTの台頭により、エッジアナリティクスへの関心が急増しています。多くの企業にとって、さまざまなIoTソースからのストリーミングデータは、管理が困難な巨大なデータリポジトリを生み出します。

エッジアナリティクス市場レポートハイライト

• コネクテッドデバイスから生成される大量のリアルタイムデータを解釈する必要性の高まりにより、記述アナリティクスセグメントが2024年の収益シェア37%超で市場を独占。
• エネルギー・ユーティリティ分野は、リアルタイムモニタリングと予知保全の需要増に牽引され、2024年の収益シェアで最大を占めました。
• ソリューション・コンポーネント部門は、業界全体におけるリアルタイムデータ処理と意思決定のニーズの高まりに牽引され、2024年に最大の収益シェアを占めました。
• 北米のエッジアナリティクス市場は、2024年に32％以上の最大売上シェアを占めたが、これは主に同地域の高度なデジタル・インフラとエネルギー、製造、公益セクターの存在感の強さによる。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 エッジアナリティクス市場の変数、動向、範囲

• 市場系統の見通し
• 市場力学
  • 市場促進要因分析
  • 市場抑制要因分析
  • 導入の課題
• エッジアナリティクス市場分析ツール
  • 展開分析- ポーター
  • PESTEL分析

第4章 エッジアナリティクス市場：タイプ別の推定・動向分析

• セグメントダッシュボード
• エッジアナリティクス市場：タイプ別変動分析、2024年および2030年
• 記述的分析
• 診断分析
• 予測分析
• 処方的分析

第5章 エッジアナリティクス市場：コンポーネント別の推定・動向分析

• セグメントダッシュボード
• エッジアナリティクス市場：コンポーネント別変動分析、2024年および2030年
• ソリューション
• サービス

第6章 エッジアナリティクス市場：展開モデル別の推定・動向分析

• セグメントダッシュボード
• エッジアナリティクス市場：展開モデル別変動分析、2024年および2030年
• オンプレミス
• クラウド

第7章 エッジアナリティクス市場：用途別の推定・動向分析

• セグメントダッシュボード
• エッジアナリティクス市場：用途別変動分析、2024年および2030年
• マーケティング＆セールス
• オペレーション
• ファイナンス
• 人事
• その他

第8章 エッジアナリティクス市場：産業別の推定・動向分析

• セグメントダッシュボード
• エッジアナリティクス市場：産業別変動分析、2024年および2030年
• IT・通信
• BFSI
• 製造業
• ヘルスケアとライフサイエンス
• 小売り
• 運輸・物流
• 政府
• エネルギーと公益事業
• その他

第9章 地域推定・動向分析

• エッジアナリティクス市場：地域別、2024年および2030年
• 北米
  • 米国
  • カナダ
• 欧州
  • 英国
  • ドイツ
  • フランス
  • イタリア
• アジア太平洋
  • 中国
  • 日本
  • インド
  • 韓国
• ラテンアメリカ
  • ブラジル
  • メキシコ
• 中東・アフリカ
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第10章 競合情勢

• 企業分類
• 企業の市場ポジショニング
• 企業ヒートマップ分析
• 企業プロファイル/上場企業
  • Amazon Web Services Inc.
  • Cisco Systems Inc.
  • IBM Corporation
  • Intel Corporation
  • Hewlett Packard Enterprise Development LP
  • Dell Inc.
  • EdgeConneX Inc.
  • SAP SE
  • Oracle
  • Databricks

List of Tables

• Table 1 Edge Analytics Market Size Estimates & Forecasts 2018 - 2030 (USD Million)
• Table 2 Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 3 Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 4 Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 5 Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 6 Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 7 Descriptive Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 8 Diagnostic Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 9 Predictive Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 10 Prescriptive Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 11 Solution Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 12 Service Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 13 On-Premises Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 14 On-Cloud Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 15 Marketing & Sales Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 16 Operations Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 17 Finance Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 18 Human Resources Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 19 Others Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 20 IT & Telecom Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 21 BFSI Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 22 Manufacturing Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 23 Healthcare and Life Science Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 24 Retail Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 25 Transportation and Logistics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 26 Government Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 27 Energy and Utilities Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 28 Others Market Estimates & Forecasts, 2018 - 2030 (USD Million)
• Table 29 North America Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 30 North America Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 31 North America Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 32 North America Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 33 North America Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 34 U.S. Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 35 U.S. Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 36 U.S. Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 37 U.S. Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 38 U.S. Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 39 Canada Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 40 Canada Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 41 Canada Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 42 Canada Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 43 Canada Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 44 Europe Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 45 Europe Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 46 Europe Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 47 Europe Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 48 Europe Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 49 UK Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 50 UK Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 51 UK Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 52 UK Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 53 UK Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 54 Germany Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 55 Germany Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 56 Germany Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 57 Germany Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 58 Germany Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 59 France Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 60 France Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 61 France Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 62 France Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 63 France Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 64 Italy Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 65 Italy Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 66 Italy Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 67 Italy Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 68 Italy Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 69 Asia Pacific Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 70 Asia Pacific Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 71 Asia Pacific Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 72 Asia Pacific Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 73 Asia Pacific Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 74 China Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 75 China Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 76 China Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 77 China Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 78 China Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 79 Japan Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 80 Japan Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 81 Japan Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 82 Japan Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 83 Japan Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 84 India Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 85 India Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 86 India Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 87 India Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 88 India Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 89 South Korea Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 90 South Korea Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 91 South Korea Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 92 South Korea Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 93 South Korea Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 94 Latin America Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 95 Latin America Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 96 Latin America Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 97 Latin America Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 98 Latin America Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 99 Brazil Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 100 Brazil Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 101 Brazil Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 102 Brazil Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 103 Brazil Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 104 Mexico Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 105 Mexico Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 106 Mexico Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 107 Mexico Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 108 Mexico Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 109 Middle East & Africa Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 110 Middle East & Africa Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 111 Middle East & Africa Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 112 Middle East & Africa Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 113 Middle East & Africa Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 114 UAE Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 115 UAE Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 116 UAE Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 117 UAE Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 118 UAE Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 119 Saudi Arabia Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 120 Saudi Arabia Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 121 Saudi Arabia Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 122 Saudi Arabia Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 123 Saudi Arabia Edge Analytics Market, By Industry 2018 - 2030 (USD Million)
• Table 124 South Africa Edge Analytics Market, By Type 2018 - 2030 (USD Million)
• Table 125 South Africa Edge Analytics Market, By Component 2018 - 2030 (USD Million)
• Table 126 South Africa Edge Analytics Market, By Deployment Model 2018 - 2030 (USD Million)
• Table 127 South Africa Edge Analytics Market, By Application 2018 - 2030 (USD Million)
• Table 128 South Africa Edge Analytics Market, By Industry 2018 - 2030 (USD Million)

List of Figures

• Fig. 1 Edge analytics market segmentation
• Fig. 2 Information procurement
• Fig. 3 Data analysis models
• Fig. 4 Market formulation and validation
• Fig. 5 Data validating & publishing
• Fig. 6 Edge Analytics market snapshot
• Fig. 7 Edge analytics market segment snapshot
• Fig. 8 Edge analytics market competitive landscape snapshot
• Fig. 9 Market research process
• Fig. 10 Market driver relevance analysis (current & future impact)
• Fig. 11 Market restraint relevance analysis (current & future impact)
• Fig. 12 Edge analytics market, by type, key takeaways
• Fig. 13 Edge analytics market, by type, market share, 2024 & 2030
• Fig. 14 Descriptive analytics market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 15 Diagnostic analytics market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 16 Predictive analytics market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 17 Prescriptive analytics market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 18 Edge analytics market, by component, key takeaways
• Fig. 19 Edge analytics market, by component, market share, 2024 & 2030
• Fig. 20 Solution market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 21 Service market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 22 Edge analytics market, by deployment model, key takeaways
• Fig. 23 Edge analytics market, by deployment model, market share, 2024 & 2030
• Fig. 24 On-premises market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 25 On-cloud market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 26 Edge analytics market, by application, key takeaways
• Fig. 27 Edge analytics market, by application, market share, 2024 & 2030
• Fig. 28 Marketing & sales market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 29 Operations market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 30 Finance market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 31 Human resources market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 32 Others market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 33 Edge analytics market, by end-use industry, key takeaways
• Fig. 34 Edge analytics market, by end-use industry, market share, 2024 & 2030
• Fig. 35 IT & telecom market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 36 BFSI market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 37 Manufacturing market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 38 Healthcare & life science market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 39 Retail & consumer goods market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 40 Transportation and logistics market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 41 Government market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 42 Energy and Utilities market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 43 Others market estimates & forecasts, 2018 - 2030 (USD Million)
• Fig. 44 Regional marketplace: key takeaways
• Fig. 45 North America edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 46 U.S. edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 47 Canada edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 48 Europe edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 49 UK edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 50 Germany edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 51 France edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 52 Italy edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 53 Asia Pacific edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 54 China edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 55 Japan edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 56 India edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 57 South Korea edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 58 Latin America edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 59 Brazil edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 60 Mexico edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 61 Middle East & Africa edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 62 UAE edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 63 Saudi Arabia edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 64 South Africa edge analytics market estimates & forecast, 2018 - 2030 (USD Million)
• Fig. 65 Key company categorization
• Fig. 66 Strategy framework

Edge Analytics Market Growth & Trends:

The global edge analytics market size is estimated to reach USD 40.71 billion by 2030, registering a CAGR of 28.6% from 2025 to 2030, according to a new report by Grand View Research, Inc. Performing data analysis and processing on the edge devices themselves, robots can quickly respond to their environment without relying heavily on a centralized system. This approach offers real-time insights, reduced latency, improved security, and optimized bandwidth. With the rise of the Internet of Things and the increasing amount of data generated at the edge, edge analytics has gained significant attention. Many industrial organizations use the Internet of Things (IoT) to monitor manufacturing machinery, pipelines, and equipment.

IoT generates and stores data that might be challenging to manage and interpret in real time. The data from IoT devices is delivered into edge analytics to be processed and understood. Analytics algorithms assist humans in determining which data is required and which is unnecessary. In many applications and industries, timely decisions are crucial for achieving operational efficiency, ensuring safety, and delivering superior customer experiences. Certain applications, such as autonomous vehicles, industrial automation, and smart cities, demand real-time analytics capabilities.

Edge analytics enable immediate processing and decision-making at the edge, minimizing latency and enabling rapid responses. Moreover, industries such as drones and robotics heavily rely on real-time decision-making capabilities. These systems must process vast amounts of sensor data and respond instantaneously to changing environments and situations. Edge analytics enable the analysis and interpretation of sensor data at the edge, allowing these autonomous systems to make quick and accurate decisions without relying on centralized processing.

The increasingly vast amount of data from connected devices around the globe is driving market expansion, real-time intelligence acting as a catalyst for the growth of edge analytics on network devices and adopting edge analytics, enhancing scalability and cost optimization. Analytical computing is performed at the device's edge rather than waiting for data to be retrieved back at a centralized storage system and then imply analytical application. Furthermore, the manufacturing industry may make substantial use of edge analytics, for example, in smart production lines, pointing out manufacturing errors, packing, and so on in real-time. The IoT connects numerous devices and sensors that generate massive volumes of data in real-time; by applying the technology, this data can be processed and analyzed at the edge, enabling rapid decision-making and reducing the need to transmit all data to a central location. For example, in smart cities, it can help monitor and manage traffic patterns, energy consumption, and public safety in real-time.

In the manufacturing sector, it enables real-time monitoring and predictive maintenance of machines and equipment; by analyzing sensor data at the edge, manufacturers can identify potential failures, optimize maintenance schedules, and minimize downtime. It also plays a crucial role in healthcare by enabling real-time patient monitoring, remote diagnostics, and personalized treatment. Edge devices can analyze patient data, including vital signs and medical history, to provide timely insights for healthcare professionals. Retailers can leverage it for real-time inventory management, customer analytics, and personalized shopping experiences; by analyzing point-of-sale data, foot traffic patterns, and customer preferences at the edge, retailers can optimize inventory levels, enhance customer satisfaction, and offer targeted promotions.

North America will attain a larger market share in the edge analytics market; predictive analytics have importance in the region and will increase the adoption of edge analytics solutions with a higher concentration of industrial and telecommunication industries. With the rising connection of IoT devices, the regional market has seen a surge in the adoption rate of edge analytics solutions across all verticals. Implementation of edge analytics to keep better track of the health of equipment and output rate and prepare the manufacturing plant to deal with any last-minute problems in production.

Various regional industries have identified the potential benefits and implemented them in specific use cases. For example, it is used in manufacturing for predictive maintenance and quality control. These industry-specific applications have contributed to the growth of the edge analytics market in the region. The region has specific regulations and standards such as data privacy laws and compliance requirements like the General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA). It provides a solution to address data security and privacy concerns by processing sensitive data locally, thereby complying with regulatory requirements.

Edge Analytics provides the same capability as a traditional analytics tool, with the exception of where the analytics are conducted. The key distinction is that edge analytics programmers must run on edge devices that may be limited in storage, computing power, or connection. Digitization has been the driving force behind the most recent revolutions. Companies have long struggled with how to extract relevant insights from the millions of nodes of data created each day by IoT-connected devices. The amount of linked gadgets, from a smartwatch to a smart speaker, is increasing the volume of data to be mined. Many new technologies, like as AI and Big Data, have become indispensable for gathering insights.

North America will gain a larger market share in the edge analytics market due to an increase in the need for predictive analytics, which will increase the adoption of edge analytics solutions with a higher concentration of industrial and telecommunications industries. With the rise of IoT, there has been a surge in interest in edge analytics. For many firms, streaming data from different IoT sources produces a massive data repository that is challenging to manage.

Edge Analytics Market Report Highlights:

• The descriptive analytics segment dominated the market with a revenue share of over 37% in 2024, owing to the increasing need to interpret large volumes of real-time data generated by connected devices.
• The energy and utility segment accounted for the largest revenue share in 2024, driven by growing demand for real-time monitoring and predictive maintenance.
• The solutions components segment accounted for the largest revenue share in 2024, driven by the growing need for real-time data processing and decision-making across industries.
• North America edge analytics market accounted for the largest revenue share of over 32% in 2024, primarily driven by the region's advanced digital infrastructure and the strong presence of energy, manufacturing, and utility sectors.

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation and Scope
• 1.2. Market Definitions
  • 1.2.1. Information analysis
  • 1.2.2. Market formulation & data visualization
  • 1.2.3. Data validation & publishing
• 1.3. Research Scope and Assumptions
  • 1.3.1. List of Data Sources

Chapter 2. Executive Summary

• 2.1. Market Outlook
• 2.2. Segment Outlook
• 2.3. Competitive Insights

Chapter 3. Edge Analytics Market Variables, Trends, & Scope

• 3.1. Market Lineage Outlook
• 3.2. Market Dynamics
  • 3.2.1. Market Driver Analysis
  • 3.2.2. Market Restraint Analysis
  • 3.2.3. Deployment Challenge
• 3.3. Edge Analytics Market Analysis Tools
  • 3.3.1. Deployment Analysis - Porter's
    • 3.3.1.1. Bargaining power of the suppliers
    • 3.3.1.2. Bargaining power of the buyers
    • 3.3.1.3. Threats of substitution
    • 3.3.1.4. Threats from new entrants
    • 3.3.1.5. Competitive rivalry
  • 3.3.2. PESTEL Analysis
    • 3.3.2.1. Political landscape
    • 3.3.2.2. Economic landscape
    • 3.3.2.3. Social landscape
    • 3.3.2.4. Technological landscape
    • 3.3.2.5. Environmental landscape
    • 3.3.2.6. Legal landscape

Chapter 4. Edge Analytics Market: Type Estimates & Trend Analysis

• 4.1. Segment Dashboard
• 4.2. Edge Analytics Market: Type Movement Analysis, 2024 & 2030 (USD Million)
• 4.3. Descriptive Analytics
  • 4.3.1. Descriptive Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 4.4. Diagnostic Analytics
  • 4.4.1. Diagnostic Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 4.5. Predictive Analytics
  • 4.5.1. Predictive Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 4.6. Prescriptive Analytics
  • 4.6.1. Prescriptive Analytics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Edge Analytics Market: Component Estimates & Trend Analysis

• 5.1. Segment Dashboard
• 5.2. Edge Analytics Market: Component Movement Analysis, 2024 & 2030 (USD Million)
• 5.3. Solution
  • 5.3.1. Solution Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 5.4. Service
  • 5.4.1. Service Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Edge Analytics Market: Deployment Model Estimates & Trend Analysis

• 6.1. Segment Dashboard
• 6.2. Edge Analytics Market: Deployment Model Movement Analysis, 2024 & 2030 (USD Million)
• 6.3. On-Premises
  • 6.3.1. On-Premises Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 6.4. On-Cloud
  • 6.4.1. On-Cloud Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Edge Analytics Market: Application Estimates & Trend Analysis

• 7.1. Segment Dashboard
• 7.2. Edge Analytics Market: Application Movement Analysis, 2024 & 2030 (USD Million)
• 7.3. Marketing & Sales
  • 7.3.1. Marketing & Sales Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 7.4. Operations
  • 7.4.1. Operations Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 7.5. Finance
  • 7.5.1. Finance Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 7.6. Human Resources
  • 7.6.1. Human Resources Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 7.7. Others
  • 7.7.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Edge Analytics Market: Industry Estimates & Trend Analysis

• 8.1. Segment Dashboard
• 8.2. Edge Analytics Market: Industry Movement Analysis, 2024 & 2030 (USD Million)
• 8.3. IT & Telecom
  • 8.3.1. IT & Telecom Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.4. BFSI
  • 8.4.1. BFSI Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.5. Manufacturing
  • 8.5.1. Manufacturing Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.6. Healthcare and Life Science
  • 8.6.1. Healthcare and Life Science Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.7. Retail
  • 8.7.1. Retail Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.8. Transportation and Logistics
  • 8.8.1. Transportation and Logistics Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.9. Government
  • 8.9.1. Government Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.10. Energy and Utilities
  • 8.10.1. Energy and Utilities Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
• 8.11. Others
  • 8.11.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 9. Regional Estimates & Trend Analysis

• 9.1. Edge Analytics Market by Region, 2024 & 2030
• 9.2. North America
  • 9.2.1. North America Edge Analytics Market Estimates & Forecasts, 2018 - 2030 (USD Million)
  • 9.2.2. U.S.
    • 9.2.2.1. Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.2.3. Canada
    • 9.2.3.1. Canada Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.3. Europe
  • 9.3.1. Europe Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.3.2. UK
    • 9.3.2.1. UK Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.3.3. Germany
    • 9.3.3.1. Germany Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.3.4. France
    • 9.3.4.1. France Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.3.5. Italy
    • 9.3.5.1. Italy Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.4. Asia Pacific
  • 9.4.1. Asia Pacific Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.4.2. China
    • 9.4.2.1. China Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.4.3. Japan
    • 9.4.3.1. Japan Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.4.4. India
    • 9.4.4.1. India Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.4.5. South Korea
    • 9.4.5.1. South Korea Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.5. Latin America
  • 9.5.1. Latin America Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.5.2. Brazil
    • 9.5.2.1. Brazil Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.5.3. Mexico
    • 9.5.3.1. Mexico Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
• 9.6. Middle East and Africa
  • 9.6.1. Middle East and Africa Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.6.2. UAE
    • 9.6.2.1. UAE Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.6.3. Saudi Arabia
    • 9.6.3.1. Saudi Arabia Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 9.6.4. South Africa
    • 9.6.4.1. South Africa Edge Analytics Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 10. Competitive Landscape

• 10.1. Company Categorization
• 10.2. Company Market Positioning
• 10.3. Company Heat Map Analysis
• 10.4. Company Profiles/Listing
  • 10.4.1. Amazon Web Services Inc.
    • 10.4.1.1. Participant's Overview
    • 10.4.1.2. Financial Performance
    • 10.4.1.3. Service Benchmarking
    • 10.4.1.4. Strategic Initiatives
  • 10.4.2. Cisco Systems Inc.
    • 10.4.2.1. Participant's Overview
    • 10.4.2.2. Financial Performance
    • 10.4.2.3. Service Benchmarking
    • 10.4.2.4. Strategic Initiatives
  • 10.4.3. IBM Corporation
    • 10.4.3.1. Participant's Overview
    • 10.4.3.2. Financial Performance
    • 10.4.3.3. Service Benchmarking
    • 10.4.3.4. Strategic Initiatives
  • 10.4.4. Intel Corporation
    • 10.4.4.1. Participant's Overview
    • 10.4.4.2. Financial Performance
    • 10.4.4.3. Service Benchmarking
    • 10.4.4.4. Strategic Initiatives
  • 10.4.5. Hewlett Packard Enterprise Development LP
    • 10.4.5.1. Participant's Overview
    • 10.4.5.2. Financial Performance
    • 10.4.5.3. Service Benchmarking
    • 10.4.5.4. Strategic Initiatives
  • 10.4.6. Dell Inc.
    • 10.4.6.1. Participant's Overview
    • 10.4.6.2. Financial Performance
    • 10.4.6.3. Service Benchmarking
    • 10.4.6.4. Strategic Initiatives
  • 10.4.7. EdgeConneX Inc.
    • 10.4.7.1. Participant's Overview
    • 10.4.7.2. Financial Performance
    • 10.4.7.3. Service Benchmarking
    • 10.4.7.4. Strategic Initiatives
  • 10.4.8. SAP SE
    • 10.4.8.1. Participant's Overview
    • 10.4.8.2. Financial Performance
    • 10.4.8.3. Service Benchmarking
    • 10.4.8.4. Strategic Initiatives
  • 10.4.9. Oracle
    • 10.4.9.1. Participant's Overview
    • 10.4.9.2. Financial Performance
    • 10.4.9.3. Service Benchmarking
    • 10.4.9.4. Strategic Initiatives
  • 10.4.10. Databricks
    • 10.4.10.1. Participant's Overview
    • 10.4.10.2. Financial Performance
    • 10.4.10.3. Service Benchmarking
    • 10.4.10.4. Strategic Initiatives