製造アナリティクスの市場：タイプ、展開モデル、用途、産業分野別-2025年～2030年の世界予測

製造アナリティクス市場の2023年の市場規模は109億7,000万米ドルで、2024年には130億4,000万米ドルに達すると予測され、CAGR 20.03%で成長し、2030年には394億米ドルに達すると予測されています。

製造アナリティクスとは、さまざまな製造システムや設備から生成されたデータを活用することで、製造プロセスやオペレーションを強化するための高度なデータ分析ツールや手法の使用を指します。その範囲は、予知保全、プロセス最適化、品質管理、サプライチェーン管理などを含み、製造業者の効率改善、コスト削減、製品品質の向上を可能にします。製造アナリティクスの必要性は、業務効率に対する要求の高まりと、製造業者が世界的に直面している大きなコスト圧力から生まれています。その用途は主に、予知保全、プロセス最適化、リアルタイムモニタリング、廃棄物削減などです。最終用途の範囲は広く、自動車、航空宇宙、エレクトロニクス、金属、製薬などの産業が、競争力を維持するために柔軟性と効率性を高めようとしています。

主な成長要因としては、モノのインターネット（IoT）技術、クラウドコンピューティング、人工知能の進歩が挙げられ、これらによってより優れたデータ集約と分析が可能になります。故障を予測し、資産を最適化するための機械学習アルゴリズムの統合には潜在的なビジネスチャンスがあります。また、持続可能性とエネルギー効率の高い製造プロセスへの注目も、新たな研究開発の道を提供します。しかし、同市場は、データ統合の複雑さ、サイバーセキュリティの脅威、導入コストの高さといった課題に直面しており、中小企業にとっては法外な負担となる可能性があります。

成長機会を生かすには、安全でスケーラブルなアナリティクス・プラットフォームに投資し、テクノロジー・プロバイダーとの協業を促進して革新的ソリューションを共同開発することが極めて重要です。革新的な分野としては、エネルギー消費の予測分析の開発や、サプライチェーン全体での安全なデータ共有のためのブロックチェーンの探求などが考えられます。調査はまた、リアルタイムの洞察を提供し、既存システムとの統合が容易なソリューションの創出にも焦点を当てるべきです。市場は、技術革新とデータ主導の意思決定への注力によって、ダイナミックかつ急速に進化しています。アナリティクス機能を継続的に進化させながら、初期の導入課題をうまく乗り切った企業は、複雑化する製造情勢の中で競争優位に立つことができます。

市場力学：急速に進化する製造アナリティクス市場の主要な市場インサイトを公開

製造アナリティクス市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、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
  • 多様な製造アプリケーションにおける高度なデータ管理戦略の採用の増加
  • 製造業者における製造と技術に対する意識の高まり
  • 電子機器への依存度の急上昇
• 市場抑制要因
  • 複雑なシステム構造
• 市場機会
  • 産業用モノのインターネット（IIoT）の出現
  • スマートグリッドとスマートエネルギー技術の採用増加
  • オンデマンドまたはクラウドベースの製造アナリティクスソリューションに対する需要の増加
• 市場の課題
  • データセキュリティとプライバシーへの懸念、適切な分析スキルの欠如

ポーターのファイブフォース：製造アナリティクス市場をナビゲートする戦略ツール

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

PESTLE分析：製造アナリティクス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、製造アナリティクス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。

市場シェア分析製造アナリティクス市場における競合情勢の把握

製造アナリティクス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・マトリックス製造アナリティクス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、製造アナリティクス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。

戦略分析と推奨製造アナリティクス市場における成功への道筋を描く

製造アナリティクス市場の戦略分析は、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
    • さまざまな製造アプリケーションにおける高度なデータ管理戦略の採用の増加
    • 製造業における製造と技術に関する意識の高まり
    • 電子機器への依存度の急激な増加
  • 抑制要因
    • 複雑なシステム構造
  • 機会
    • 製造アナリティクスにおける産業用IoT（IIoT）の出現
    • スマートグリッドとスマートエネルギー技術の導入拡大
    • オンデマンドまたはクラウドベースの製造アナリティクスソリューションの需要の増加
  • 課題
    • データセキュリティとプライバシーに関する懸念と適切な分析スキルの欠如
• 市場セグメンテーション分析
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 製造アナリティクスの市場：タイプ別

• サービス
  • マネージドサービス
  • プロフェッショナルサービス
• ソフトウェア

第7章 製造アナリティクスの市場導入モデル別

• オンデマンド
• オンプレミス

第8章 製造アナリティクスの市場：用途別

• 緊急管理
• エネルギー管理
• 在庫管理
• 予知保全と資産管理
• 営業と顧客管理
• サプライチェーン計画と調達

第9章 製造アナリティクスの市場：業界別

• 自動車・航空宇宙製造
• 化学品・材料製造
• 電子機器製造
• 食品・飲料製造
• 機械・産業機器製造
• 紙、パルプ、プラスチック、ゴム製造
• 製薬・ライフサイエンス

第10章 南北アメリカの製造アナリティクスの市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域の製造アナリティクスの市場

• 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12章 欧州・中東・アフリカの製造アナリティクスの市場

• 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13章 競合情勢

• 市場シェア分析2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• ALTERYX, INC.
• Cisco Systems, Inc.
• Dell Inc.
• General Electric Company
• Intel Corporation
• International Business Machines Corporation
• Microsoft Corporation
• Oracle Corporation
• SAP SE
• Siemens AG
• Sisense Inc.
• Snowflake Inc.
• TABLEAU SOFTWARE, LLC
• Tibco by Cloud Software Group, Inc.
• Wipro Limited
• Zensar Technologies Ltd.

LIST OF FIGURES

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

LIST OF TABLES

• TABLE 1. MANUFACTURING ANALYTICS MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. MANUFACTURING ANALYTICS MARKET DYNAMICS
• TABLE 7. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY ON-DEMAND, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY ON-PREMISES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY EMERGENCY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY PREDICTIVE MAINTENANCE & ASSET MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY SALES & CUSTOMER MANAGEMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY SUPPLY CHAIN PLANNING & PROCUREMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY AUTOMOTIVE & AEROSPACE MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY CHEMICALS & MATERIALS MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY ELECTRONICS EQUIPMENT MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY FOOD & BEVERAGES MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY MACHINERY & INDUSTRIAL EQUIPMENT MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY PAPER, PULP, PLASTIC & RUBBER MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL MANUFACTURING ANALYTICS MARKET SIZE, BY PHARMA & LIFE SCIENCES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. AMERICAS MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 32. AMERICAS MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 33. AMERICAS MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 34. AMERICAS MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 35. AMERICAS MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 36. AMERICAS MANUFACTURING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 37. ARGENTINA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 38. ARGENTINA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 39. ARGENTINA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 40. ARGENTINA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 41. ARGENTINA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 42. BRAZIL MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 43. BRAZIL MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 44. BRAZIL MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 45. BRAZIL MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 46. BRAZIL MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 47. CANADA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 48. CANADA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 49. CANADA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 50. CANADA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 51. CANADA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 52. MEXICO MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 53. MEXICO MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 54. MEXICO MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 55. MEXICO MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 56. MEXICO MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 57. UNITED STATES MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 58. UNITED STATES MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 59. UNITED STATES MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 60. UNITED STATES MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 61. UNITED STATES MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 62. UNITED STATES MANUFACTURING ANALYTICS MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 63. ASIA-PACIFIC MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 64. ASIA-PACIFIC MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 65. ASIA-PACIFIC MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 66. ASIA-PACIFIC MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 67. ASIA-PACIFIC MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 68. ASIA-PACIFIC MANUFACTURING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 69. AUSTRALIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 70. AUSTRALIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 71. AUSTRALIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 72. AUSTRALIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 73. AUSTRALIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 74. CHINA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 75. CHINA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 76. CHINA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 77. CHINA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 78. CHINA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 79. INDIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 80. INDIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 81. INDIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 82. INDIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 83. INDIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 84. INDONESIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 85. INDONESIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 86. INDONESIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 87. INDONESIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 88. INDONESIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 89. JAPAN MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 90. JAPAN MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 91. JAPAN MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 92. JAPAN MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 93. JAPAN MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 94. MALAYSIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 95. MALAYSIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 96. MALAYSIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 97. MALAYSIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 98. MALAYSIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 99. PHILIPPINES MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 100. PHILIPPINES MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 101. PHILIPPINES MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 102. PHILIPPINES MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 103. PHILIPPINES MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 104. SINGAPORE MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 105. SINGAPORE MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 106. SINGAPORE MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 107. SINGAPORE MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 108. SINGAPORE MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 109. SOUTH KOREA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 110. SOUTH KOREA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 111. SOUTH KOREA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 112. SOUTH KOREA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 113. SOUTH KOREA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 114. TAIWAN MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 115. TAIWAN MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 116. TAIWAN MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 117. TAIWAN MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 118. TAIWAN MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 119. THAILAND MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 120. THAILAND MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 121. THAILAND MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 122. THAILAND MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 123. THAILAND MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 124. VIETNAM MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 125. VIETNAM MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 126. VIETNAM MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 127. VIETNAM MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 128. VIETNAM MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 129. EUROPE, MIDDLE EAST & AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 130. EUROPE, MIDDLE EAST & AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 131. EUROPE, MIDDLE EAST & AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 132. EUROPE, MIDDLE EAST & AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 133. EUROPE, MIDDLE EAST & AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 134. EUROPE, MIDDLE EAST & AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 135. DENMARK MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 136. DENMARK MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 137. DENMARK MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 138. DENMARK MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 139. DENMARK MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 140. EGYPT MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 141. EGYPT MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 142. EGYPT MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 143. EGYPT MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 144. EGYPT MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 145. FINLAND MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 146. FINLAND MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 147. FINLAND MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 148. FINLAND MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 149. FINLAND MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 150. FRANCE MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 151. FRANCE MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 152. FRANCE MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 153. FRANCE MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 154. FRANCE MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 155. GERMANY MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 156. GERMANY MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 157. GERMANY MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 158. GERMANY MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 159. GERMANY MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 160. ISRAEL MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 161. ISRAEL MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 162. ISRAEL MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 163. ISRAEL MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 164. ISRAEL MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 165. ITALY MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 166. ITALY MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 167. ITALY MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 168. ITALY MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 169. ITALY MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 170. NETHERLANDS MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 171. NETHERLANDS MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 172. NETHERLANDS MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 173. NETHERLANDS MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 174. NETHERLANDS MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 175. NIGERIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 176. NIGERIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 177. NIGERIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 178. NIGERIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 179. NIGERIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 180. NORWAY MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 181. NORWAY MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 182. NORWAY MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 183. NORWAY MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 184. NORWAY MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 185. POLAND MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 186. POLAND MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 187. POLAND MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 188. POLAND MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 189. POLAND MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 190. QATAR MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 191. QATAR MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 192. QATAR MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 193. QATAR MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 194. QATAR MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 195. RUSSIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 196. RUSSIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 197. RUSSIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 198. RUSSIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 199. RUSSIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 200. SAUDI ARABIA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 201. SAUDI ARABIA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 202. SAUDI ARABIA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 203. SAUDI ARABIA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 204. SAUDI ARABIA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 205. SOUTH AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 206. SOUTH AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 207. SOUTH AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 208. SOUTH AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 209. SOUTH AFRICA MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 210. SPAIN MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 211. SPAIN MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 212. SPAIN MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 213. SPAIN MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 214. SPAIN MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 215. SWEDEN MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 216. SWEDEN MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 217. SWEDEN MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 218. SWEDEN MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 219. SWEDEN MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 220. SWITZERLAND MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 221. SWITZERLAND MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 222. SWITZERLAND MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 223. SWITZERLAND MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 224. SWITZERLAND MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 225. TURKEY MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 226. TURKEY MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 227. TURKEY MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 228. TURKEY MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 229. TURKEY MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 230. UNITED ARAB EMIRATES MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 231. UNITED ARAB EMIRATES MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 232. UNITED ARAB EMIRATES MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 233. UNITED ARAB EMIRATES MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 234. UNITED ARAB EMIRATES MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 235. UNITED KINGDOM MANUFACTURING ANALYTICS MARKET SIZE, BY TYPE, 2018-2030 (USD MILLION)
• TABLE 236. UNITED KINGDOM MANUFACTURING ANALYTICS MARKET SIZE, BY SERVICE, 2018-2030 (USD MILLION)
• TABLE 237. UNITED KINGDOM MANUFACTURING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODELS, 2018-2030 (USD MILLION)
• TABLE 238. UNITED KINGDOM MANUFACTURING ANALYTICS MARKET SIZE, BY APPLICATION, 2018-2030 (USD MILLION)
• TABLE 239. UNITED KINGDOM MANUFACTURING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICALS, 2018-2030 (USD MILLION)
• TABLE 240. MANUFACTURING ANALYTICS MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 241. MANUFACTURING ANALYTICS MARKET, FPNV POSITIONING MATRIX, 2023

The Manufacturing Analytics Market was valued at USD 10.97 billion in 2023, expected to reach USD 13.04 billion in 2024, and is projected to grow at a CAGR of 20.03%, to USD 39.40 billion by 2030.

Manufacturing Analytics refers to the usage of advanced data analysis tools and methodologies to enhance manufacturing processes and operations by leveraging data generated from various manufacturing systems and equipment. Its scope encompasses predictive maintenance, process optimization, quality management, and supply chain management, enabling manufacturers to improve efficiency, reduce costs, and enhance product quality. The necessity for manufacturing analytics emerges from the increasing demand for operational efficiency and the significant cost pressures faced by manufacturers globally. Its application is primarily found in predictive maintenance, process optimization, real-time monitoring, and waste reduction. The end-use scope is broad, touching industries like automotive, aerospace, electronics, metals, and pharmaceuticals, as they seek to enhance flexibility and efficiency to remain competitive.

Key growth influencers are the advancements in Internet of Things (IoT) technologies, cloud computing, and artificial intelligence, which enable better data aggregation and analysis. There are potential opportunities in the integration of machine learning algorithms to predict failures and optimize assets. The focus on sustainability and energy-efficient manufacturing processes also offers new research and development avenues. However, the market faces challenges such as data integration complexities, cybersecurity threats, and the high cost of implementation, which can be prohibitive for smaller enterprises.

To capitalize on growth opportunities, it is crucial to invest in secure, scalable analytics platforms and foster collaborations with technology providers to co-create innovative solutions. Innovation areas could include developing predictive analytics for energy consumption and exploring blockchain for secure data sharing across supply chains. Research should also focus on creating solutions that offer real-time insights and are easy to integrate with existing systems. The market is dynamic and rapidly evolving, driven by technological innovations and a focus on data-driven decision-making. Companies that manage to navigate the initial implementation challenges while continuously evolving their analytics capabilities can gain a competitive edge in the increasingly complex manufacturing landscape.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Manufacturing Analytics Market

The Manufacturing Analytics 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 adoption of advanced data-management strategies across the varied manufacturing applications
  • Growing awareness about manufacturing and technologies among the manufacturers
  • Rapidly increasing dependence on electronic equipment
• Market Restraints
  • Complex system structure
• Market Opportunities
  • Emergence of Industrial Internet of Things (IIoT) in manufacturing analytics
  • Increasing adoption of smart grid and smart energy technologies
  • Increasing demand for on-demand or cloud-based manufacturing analytics solutions
• Market Challenges
  • Data security & privacy concerns and lack of appropriate analytical skills

Porter's Five Forces: A Strategic Tool for Navigating the Manufacturing Analytics Market

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

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

A detailed market share analysis in the Manufacturing Analytics 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 Manufacturing Analytics Market

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

A strategic analysis of the Manufacturing Analytics 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 Manufacturing Analytics Market, highlighting leading vendors and their innovative profiles. These include ALTERYX, INC., Cisco Systems, Inc., Dell Inc., General Electric Company, Intel Corporation, International Business Machines Corporation, Microsoft Corporation, Oracle Corporation, SAP SE, Siemens AG, Sisense Inc., Snowflake Inc., TABLEAU SOFTWARE, LLC, Tibco by Cloud Software Group, Inc., Wipro Limited, and Zensar Technologies Ltd..

Market Segmentation & Coverage

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

• Based on Type, market is studied across Service and Software. The Service is further studied across Managed Services and Professional Services.
• Based on Deployment Models, market is studied across On-Demand and On-Premises.
• Based on Application, market is studied across Emergency Management, Energy Management, Inventory Management, Predictive Maintenance & Asset Management, Sales & Customer Management, and Supply Chain Planning & Procurement.
• Based on Industry Verticals, market is studied across Automotive & Aerospace Manufacturing, Chemicals & Materials Manufacturing, Electronics Equipment Manufacturing, Food & Beverages Manufacturing, Machinery & Industrial Equipment Manufacturing, Paper, Pulp, Plastic & Rubber Manufacturing, and Pharma & Life Sciences.
• 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 adoption of advanced data-management strategies across the varied manufacturing applications
    • 5.1.1.2. Growing awareness about manufacturing and technologies among the manufacturers
    • 5.1.1.3. Rapidly increasing dependence on electronic equipment
  • 5.1.2. Restraints
    • 5.1.2.1. Complex system structure
  • 5.1.3. Opportunities
    • 5.1.3.1. Emergence of Industrial Internet of Things (IIoT) in manufacturing analytics
    • 5.1.3.2. Increasing adoption of smart grid and smart energy technologies
    • 5.1.3.3. Increasing demand for on-demand or cloud-based manufacturing analytics solutions
  • 5.1.4. Challenges
    • 5.1.4.1. Data security & privacy concerns and lack of appropriate analytical skills
• 5.2. Market Segmentation Analysis
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Manufacturing Analytics Market, by Type

• 6.1. Introduction
• 6.2. Service
  • 6.2.1. Managed Services
  • 6.2.2. Professional Services
• 6.3. Software

7. Manufacturing Analytics Market, by Deployment Models

• 7.1. Introduction
• 7.2. On-Demand
• 7.3. On-Premises

8. Manufacturing Analytics Market, by Application

• 8.1. Introduction
• 8.2. Emergency Management
• 8.3. Energy Management
• 8.4. Inventory Management
• 8.5. Predictive Maintenance & Asset Management
• 8.6. Sales & Customer Management
• 8.7. Supply Chain Planning & Procurement

9. Manufacturing Analytics Market, by Industry Verticals

• 9.1. Introduction
• 9.2. Automotive & Aerospace Manufacturing
• 9.3. Chemicals & Materials Manufacturing
• 9.4. Electronics Equipment Manufacturing
• 9.5. Food & Beverages Manufacturing
• 9.6. Machinery & Industrial Equipment Manufacturing
• 9.7. Paper, Pulp, Plastic & Rubber Manufacturing
• 9.8. Pharma & Life Sciences

10. Americas Manufacturing Analytics Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Manufacturing Analytics Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Manufacturing Analytics Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
• 13.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. ALTERYX, INC.
• 2. Cisco Systems, Inc.
• 3. Dell Inc.
• 4. General Electric Company
• 5. Intel Corporation
• 6. International Business Machines Corporation
• 7. Microsoft Corporation
• 8. Oracle Corporation
• 9. SAP SE
• 10. Siemens AG
• 11. Sisense Inc.
• 12. Snowflake Inc.
• 13. TABLEAU SOFTWARE, LLC
• 14. Tibco by Cloud Software Group, Inc.
• 15. Wipro Limited
• 16. Zensar Technologies Ltd.