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製造業向け人工知能(AI)の世界市場:2019年~2023年

Artificial Intelligence (AI) Market in Manufacturing Industry by Application and Geography - Forecast and Analysis 2019-2023

発行 TechNavio (Infiniti Research Ltd.) 商品コード 913615
出版日 ページ情報 英文 160 Pages
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製造業向け人工知能(AI)の世界市場:2019年~2023年 Artificial Intelligence (AI) Market in Manufacturing Industry by Application and Geography - Forecast and Analysis 2019-2023
出版日: 2019年10月01日 ページ情報: 英文 160 Pages
概要

世界の製造業向け人工知能(AI)市場は、生産性向上のための自動化の需要、産業用IoTとビッグデータ統合の進化、ベンチャーキャピタル投資の増加などが成長促進要因となり、予測期間中に約31%のCAGRで拡大する見込みです。ただし、統合の課題、データのプライバシーとコンプライアンスの維持、およびデータ品質と適切な機械学習アルゴリズムの選択などの要因が、予測期間にわたって製造業向け人工知能(AI)市場の成長を妨げる可能性があります。

当レポートでは、世界の製造業向け人工知能(AI)市場について調査分析し、市場規模および成長率、市場動向、市場促進要因・課題、市場機会について検証するほか、主要ベンダーなどについて、体系的な情報を提供しています。

目次

第1章 エグゼクティブサマリー

第2章 調査範囲

  • イントロダクション1
  • イントロダクション2
  • 米ドルの通貨換算レート

第3章 市場状況

  • 市場のエコシステム
  • 市場の特徴
  • 市場セグメンテーション分析

第4章 市場規模

  • 市場の定義
  • 市場規模(2018年)
  • 市場規模および予測(2018年~2023年)

第5章 ファイブフォース分析

  • バイヤーの交渉力
  • サプライヤーの交渉力
  • 新規参入の脅威
  • 代替品の脅威
  • 競争相手の脅威
  • 市況

第6章 市場セグメンテーション:アプリケーション別

  • 市場セグメンテーション:アプリケーション別
  • アプリケーション別比較:市場規模および予測(2018年~2023年)
  • 予知保全と機械検査
  • 生産計画
  • 品質管理
  • その他
  • 市場機会:アプリケーション別

第7章 顧客情勢

第8章 地域別情勢

  • 地域別セグメンテーション
  • 地域別比較:市場規模および予測(2018年~2023年)
  • アジア太平洋地域
  • 北米
  • 欧州
  • 南米
  • 中東・アフリカ地域
  • 主要国
  • 市場機会

第9章 成長要因と課題

  • 市場成長要因
  • 市場の課題

第10章 市場動向

  • インテリジェントビジネスプロセスに関連するAIの進歩
  • 人間とロボットのコラボレーションの増加
  • ジェネレーティブデザイン需要の増加

第11章 ベンダー情勢

  • 概要
  • 創造的破壊の状況
  • 競争シナリオ

第12章 ベンダー分析

  • 対象ベンダー
  • ベンダー分類
  • ベンダーの市場ポジショニング
  • Amazon Web Services Inc.
  • ファナック
  • General Electric Co.
  • Google LLC
  • H2O.ai Inc.
  • IBM Corp.
  • KUKA Aktiengesellschaft
  • Microsoft Corp.
  • Rockwell automation Inc.
  • SAP SE

第13章 付録

  • 調査方法
  • 略語のリスト
  • ベンダーの市場ポジショニングの定義

第14章 TECHNAVIOについて

目次
Product Code: IRTNTR32119

About this market

Technavio's artificial intelligence (AI) market in manufacturing industry analysis considers sales from predictive maintenance and machine inspection, production planning, quality control, and other applications. Our analysis also considers the sales of artificial intelligence (AI) market in manufacturing in APAC, Europe, North America, South America, and MEA. In 2018, the predictive maintenance and machine inspection segment had a significant market share, and this trend is expected to continue over the forecast period. Factors such as the increasing pressure on manufacturing facilities to improve productivity will play a significant role in the predictive maintenance and machine inspection segment to maintain its market position. Also, our global artificial intelligence (AI) market in the manufacturing industry report looks at factors such as the demand for automation to improve productivity, evolving industrial IoT and big data integration, and increasing venture capital investments. However, integration challenges, data privacy and compliance maintenance, and data quality and choosing the right machine learning algorithm may hamper the growth of the artificial intelligence (AI) market in manufacturing industry over the forecast period.

Overview

Evolving industrial IoT and big data ecosystem

Several manufacturing companies are moving toward Industry 4.0 standards to achieve higher operational efficiency and lower error rates. The increasing adoption of IoT results in a high volume of data being generated that transforms the industrial data to industrial big data. This is driving the manufacturing companies to adopt AI-based solutions to extract insights from the data to manage their operations better. The efficient and effective decision making that takes place with the help of AI in IoT and big data analytics will lead to the expansion of the global artificial intelligence (AI) market in manufacturing industry at a CAGR of almost 31% during the forecast period.

Increasing human-robot collaboration

Human-robot collaboration (HRC) includes the interaction between cognitive sciences, AI, robots, psychology, design, and human-computer interaction. It enables humans and machines to work together in the same workflow without any intervention between individual work areas. Manufacturers are trying to enhance the capabilities of collaborative robots that are involved in this kind of setup through the utilization of advanced AI and ML. The development of more efficient HRC robots with AI and ML algorithms is expected to have a positive impact on the overall market growth.

For the detailed list of factors that will drive the global artificial intelligence (AI) market in manufacturing industry during the forecast period 2019-2023, view our report.

Competitive Landscape

With the presence of several major players, the global artificial intelligence (AI) market in manufacturing industry is highly fragmented. Technavio's robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading artificial intelligence (AI) market in manufacturing vendors, that include Amazon Web Services Inc., FANUC Corp., General Electric Co., Google LLC, H2O.ai Inc., IBM Corp., KUKA Aktiengesellschaft, Microsoft Corp., Rockwell automation Inc., and SAP SE.

Also, the artificial intelligence (AI) market in manufacturing industry analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage on all forthcoming growth opportunities.

TABLE OF CONTENTS

PART 01: EXECUTIVE SUMMARY

PART 02: SCOPE OF THE REPORT

  • 2.1. Preface
  • 2.2. Preface
  • 2.3. Currency conversion rates for US$

PART 03: MARKET LANDSCAPE

  • Market ecosystem
  • Market characteristics
  • Market segmentation analysis

PART 04: MARKET SIZING

  • Market definition
  • Market sizing 2018
  • Market size and forecast 2018-2023

PART 05: FIVE FORCES ANALYSIS

  • Bargaining power of buyers
  • Bargaining power of suppliers
  • Threat of new entrants
  • Threat of substitutes
  • Threat of rivalry
  • Market condition

PART 06: MARKET SEGMENTATION BY APPLICATION

  • Market segmentation by application
  • Comparison by application
  • Predictive maintenance and machine inspection - Market size and forecast 2018-2023
  • Production planning - Market size and forecast 2018-2023
  • Quality control - Market size and forecast 2018-2023
  • Others - Market size and forecast 2018-2023
  • Market opportunity by application

PART 07: CUSTOMER LANDSCAPE

PART 08: GEOGRAPHIC LANDSCAPE

  • Geographic segmentation
  • Geographic comparison
  • APAC - Market size and forecast 2018-2023
  • North America - Market size and forecast 2018-2023
  • Europe - Market size and forecast 2018-2023
  • South America - Market size and forecast 2018-2023
  • MEA - Market size and forecast 2018-2023

Key leading countries

  • Market opportunity

PART 09: DRIVERS AND CHALLENGES

  • Market drivers
  • Market challenges

PART 10: MARKET TRENDS

  • Advancements in AI related to intelligent business process
  • Increasing human-robot collaboration
  • Growing demand for generative designs

PART 11: VENDOR LANDSCAPE

  • Overview
  • Landscape disruption
  • Competitive scenario

PART 12: VENDOR ANALYSIS

  • Vendors covered
  • Vendor classification
  • Market positioning of vendors
  • Amazon Web Services Inc.
  • FANUC Corp.
  • General Electric Co.
  • Google LLC
  • H2O.ai Inc.
  • IBM Corp.
  • KUKA Aktiengesellschaft
  • Microsoft Corp.
  • Rockwell automation Inc.
  • SAP SE

PART 13: APPENDIX

  • Research methodology
  • List of abbreviations
  • Definition of market positioning of vendors

PART 14: EXPLORE TECHNAVIO

LIST OF EXHIBITS:

  • Exhibit 01: Vendor: Key offerings
  • Exhibit 02: Global information technology (IT) spending market
  • Exhibit 03: Segments of global information technology (IT) spending market
  • Exhibit 04: Market characteristics
  • Exhibit 05: Market segments
  • Exhibit 06: Market definition - Inclusions and exclusions checklist
  • Exhibit 07: Market size 2018
  • Exhibit 08: Global market: Size and forecast 2018-2023 ($ millions)
  • Exhibit 09: Global market: Year-over-year growth 2019-2023 (%)
  • Exhibit 10: Five forces analysis 2018
  • Exhibit 11: Five forces analysis 2023
  • Exhibit 12: Bargaining power of buyers
  • Exhibit 13: Bargaining power of suppliers
  • Exhibit 14: Threat of new entrants
  • Exhibit 15: Threat of substitutes
  • Exhibit 16: Threat of rivalry
  • Exhibit 17: Market condition - Five forces 2018
  • Exhibit 18: Application - Market share 2018-2023 (%)
  • Exhibit 19: Comparison by application
  • Exhibit 20: Predictive maintenance and machine inspection - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 21: Predictive maintenance and machine inspection - Year-over-year growth 2019-2023 (%)
  • Exhibit 22: Production planning - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 23: Production planning - Year-over-year growth 2019-2023 (%)
  • Exhibit 24: Quality control - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 25: Quality control - Year-over-year growth 2019-2023 (%)
  • Exhibit 26: Others - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 27: Others - Year-over-year growth 2019-2023 (%)
  • Exhibit 28: Market opportunity by application
  • Exhibit 29: Customer landscape
  • Exhibit 30: Market share by geography 2018-2023 (%)
  • Exhibit 31: Geographic comparison
  • Exhibit 32: APAC - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 33: APAC - Year-over-year growth 2019-2023 (%)
  • Exhibit 34: North America - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 35: North America - Year-over-year growth 2019-2023 (%)
  • Exhibit 36: Europe - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 37: Europe - Year-over-year growth 2019-2023 (%)
  • Exhibit 38: South America - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 39: South America - Year-over-year growth 2019-2023 (%)
  • Exhibit 40: MEA - Market size and forecast 2018-2023 ($ millions)
  • Exhibit 41: MEA - Year-over-year growth 2019-2023 (%)
  • Exhibit 42: Key leading countries
  • Exhibit 43: Market opportunity
  • Exhibit 44: Impact of drivers and challenges
  • Exhibit 45: Vendor landscape
  • Exhibit 46: Landscape disruption
  • Exhibit 47: Vendors covered
  • Exhibit 48: Vendor classification
  • Exhibit 49: Market positioning of vendors
  • Exhibit 50: Amazon Web Services Inc. - Vendor overview
  • Exhibit 51: Amazon Web Services Inc. - Product segments
  • Exhibit 52: Amazon Web Services Inc. - Organizational developments
  • Exhibit 53: Amazon Web Services Inc. - Key offerings
  • Exhibit 54: FANUC Corp. - Vendor overview
  • Exhibit 55: FANUC Corp. - Product segments
  • Exhibit 56: FANUC Corp. - Organizational developments
  • Exhibit 57: FANUC Corp. - Geographic focus
  • Exhibit 58: FANUC Corp. - Key offerings
  • Exhibit 59: General Electric Co. - Vendor overview
  • Exhibit 60: General Electric Co. - Business segments
  • Exhibit 61: General Electric Co. - Organizational developments
  • Exhibit 62: General Electric Co. - Geographic focus
  • Exhibit 63: General Electric Co. - Segment focus
  • Exhibit 64: General Electric Co. - Key offerings
  • Exhibit 65: Google LLC - Vendor overview
  • Exhibit 66: Google LLC - Product segments
  • Exhibit 67: Google LLC - Organizational developments
  • Exhibit 68: Google LLC - Key offerings
  • Exhibit 69: H2O.ai Inc. - Vendor overview
  • Exhibit 70: H2O.ai Inc. - Product segments
  • Exhibit 71: H2O.ai Inc. - Organizational developments
  • Exhibit 72: H2O.ai Inc. - Key offerings
  • Exhibit 73: IBM Corp. - Vendor overview
  • Exhibit 74: IBM Corp. - Business segments
  • Exhibit 75: IBM Corp. - Organizational developments
  • Exhibit 76: IBM Corp. - Geographic focus
  • Exhibit 77: IBM Corp. - Segment focus
  • Exhibit 78: IBM Corp. - Key offerings
  • Exhibit 79: KUKA Aktiengesellschaft - Vendor overview
  • Exhibit 80: KUKA Aktiengesellschaft - Business segments
  • Exhibit 81: KUKA Aktiengesellschaft - Organizational developments
  • Exhibit 82: KUKA Aktiengesellschaft - Geographic focus
  • Exhibit 83: KUKA Aktiengesellschaft - Segment focus
  • Exhibit 84: KUKA Aktiengesellschaft - Key offerings
  • Exhibit 85: Microsoft Corp. - Vendor overview
  • Exhibit 86: Microsoft Corp. - Business segments
  • Exhibit 87: Microsoft Corp. - Organizational developments
  • Exhibit 88: Microsoft Corp. - Geographic focus
  • Exhibit 89: Microsoft Corp. - Segment focus
  • Exhibit 90: Microsoft Corp. - Key offerings
  • Exhibit 91: Rockwell automation Inc. - Vendor overview
  • Exhibit 92: Rockwell automation Inc. - Business segments
  • Exhibit 93: Rockwell automation Inc. - Organizational developments
  • Exhibit 94: Rockwell automation Inc. - Geographic focus
  • Exhibit 95: Rockwell automation Inc. - Segment focus
  • Exhibit 96: Rockwell automation Inc. - Key offerings
  • Exhibit 97: SAP SE - Vendor overview
  • Exhibit 98: SAP SE - Business segments
  • Exhibit 99: SAP SE - Organizational developments
  • Exhibit 100: SAP SE - Geographic focus
  • Exhibit 101: SAP SE - Segment focus
  • Exhibit 102: SAP SE - Key offerings
  • Exhibit 103: Validation techniques employed for market sizing
  • Exhibit 104: Definition of market positioning of vendors
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