프로세스 최적화용 AI 시장(2025-2029년)

The global AI for process optimization market is forecasted to grow by USD 17237.9 mn during 2024-2029, accelerating at a CAGR of 36.3% during the forecast period. The report on the global AI for process optimization market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by imperative for operational efficiency and cost reduction, proliferation of data and advancements in enabling technologies, escalating regulatory complexity and demand for enhanced governance.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's global AI for process optimization market is segmented as below:

By Deployment

• Cloud-based
• On-premises

By Sector

• Large enterprises
• SME

By End-User

• BFSI
• IT and telecom
• Retail
• Manufacturing
• Healthcare

By Solution

• Automation
• Process modeling
• Monitoring and optimization
• Content and document management
• Integration

Geography

• North America
  • US
  • Canada
• APAC
  • China
  • Japan
  • India
  • South Korea
• Europe
  • Germany
  • UK
  • France
• Middle East and Africa
  • UAE
  • South Africa
• South America
  • Brazil
  • Argentina
• Rest of World (ROW)

This study identifies the proliferation of generative AI and hyperautomation as one of the prime reasons driving the global AI for process optimization market growth during the next few years. Also, rise of ai-powered digital twins and predictive process management and focus on responsible AI and ethical process optimization will lead to sizable demand in the market.

The report on the global AI for process optimization market covers the following areas:

• Global AI for process optimization market sizing
• Global AI for process optimization market forecast
• Global AI for process optimization market industry analysis

The 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 global AI for process optimization market vendors that include ABB Ltd., Accenture PLC, Amazon Web Services Inc., Aspen Technology Inc., Cognizant Technology Solution, Emerson Electric Co., Honeywell International Inc., Infosys Ltd., IBM Corp., KPMG International Ltd., Microsoft Corp., Oracle Corp., Robert Bosch GmbH, Rockwell Automation Inc., SAP SE, Schneider Electric SE, Siemens AG, TIBCO Software Inc., Yokogawa Electric Corp.. Also, the global AI for process optimization market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market by Geography
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Sector
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Market Segmentation by Solution
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
• 2.3 Factors of disruption
• 2.4 Impact of drivers and challenges

3 Market Landscape

• 3.1 Market ecosystem
• 3.2 Market characteristics
• 3.3 Value chain analysis

4 Market Sizing

• 4.1 Market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029

5 Historic Market Size

• 5.1 Global AI For Process Optimization Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI For Process Optimization Market 2019 - 2023 ($ million)
• 5.2 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.3 Sector segment analysis 2019 - 2023
  • Historic Market Size - Sector Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Solution segment analysis 2019 - 2023
  • Historic Market Size - Solution Segment 2019 - 2023 ($ million)
• 5.6 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.7 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition

7 Market Segmentation by Deployment

• 7.1 Market segments
• 7.2 Comparison by Deployment
• 7.3 Cloud-based - Market size and forecast 2024-2029
• 7.4 On-premises - Market size and forecast 2024-2029
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)

8 Market Segmentation by Sector

• 8.1 Market segments
• 8.2 Comparison by Sector
• 8.3 Large enterprises - Market size and forecast 2024-2029
• 8.4 SME - Market size and forecast 2024-2029
• 8.5 Market opportunity by Sector
  • Market opportunity by Sector ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 BFSI - Market size and forecast 2024-2029
• 9.4 IT and telecom - Market size and forecast 2024-2029
• 9.5 Retail - Market size and forecast 2024-2029
• 9.6 Manufacturing - Market size and forecast 2024-2029
• 9.7 Healthcare - Market size and forecast 2024-2029
• 9.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)

10 Market Segmentation by Solution

• 10.1 Market segments
• 10.2 Comparison by Solution
• 10.3 Automation - Market size and forecast 2024-2029
• 10.4 Process modeling - Market size and forecast 2024-2029
• 10.5 Monitoring and optimization - Market size and forecast 2024-2029
• 10.6 Content and document management - Market size and forecast 2024-2029
• 10.7 Integration - Market size and forecast 2024-2029
• 10.8 Market opportunity by Solution
  • Market opportunity by Solution ($ million)

11 Customer Landscape

• 11.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

• 12.1 Geographic segmentation
• 12.2 Geographic comparison
• 12.3 North America - Market size and forecast 2024-2029
  • 12.3.1 US - Market size and forecast 2024-2029
  • 12.3.2 Canada - Market size and forecast 2024-2029
• 12.4 APAC - Market size and forecast 2024-2029
  • 12.4.1 China - Market size and forecast 2024-2029
  • 12.4.2 Japan - Market size and forecast 2024-2029
  • 12.4.3 India - Market size and forecast 2024-2029
  • 12.4.4 South Korea - Market size and forecast 2024-2029
• 12.5 Europe - Market size and forecast 2024-2029
  • 12.5.1 Germany - Market size and forecast 2024-2029
  • 12.5.2 UK - Market size and forecast 2024-2029
  • 12.5.3 France - Market size and forecast 2024-2029
• 12.6 Middle East and Africa - Market size and forecast 2024-2029
  • 12.6.1 UAE - Market size and forecast 2024-2029
  • 12.6.2 Saudi Arabia - Market size and forecast 2024-2029
  • 12.6.3 South Africa - Market size and forecast 2024-2029
• 12.7 South America - Market size and forecast 2024-2029
  • 12.7.1 Brazil - Market size and forecast 2024-2029
  • 12.7.2 Argentina - Market size and forecast 2024-2029
• 12.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

• 13.1 Market drivers
  • Imperative for operational efficiency and cost reduction
  • Proliferation of data and advancements in enabling technologies
  • Escalating regulatory complexity and demand for enhanced governance
• 13.2 Market challenges
  • Data quality, integration, and governance hurdles
  • Shortage of specialized talent and organizational resistance to change
  • Explainability, ethical concerns, and evolving regulatory scrutiny
• 13.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 13.4 Market opportunities
  • Proliferation of generative AI and hyperautomation
  • Rise of AI-powered digital twins and predictive process management
  • Focus on responsible AI and ethical process optimization

14 Competitive Landscape

• 14.1 Overview
• 14.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 14.3 Landscape disruption
  • Overview on factors of disruption
• 14.4 Industry risks
  • Impact of key risks on business

15 Competitive Analysis

• 15.1 Companies profiled
  • Companies covered
• 15.2 Company ranking index
  • Company ranking index
• 15.3 Market positioning of companies
  • Matrix on companies position and classification
• 15.4 ABB Ltd.
  • ABB Ltd. - Overview
  • ABB Ltd. - Business segments
  • ABB Ltd. - Key news
  • ABB Ltd. - Key offerings
  • ABB Ltd. - Segment focus
  • SWOT
• 15.5 Accenture PLC
  • Accenture PLC - Overview
  • Accenture PLC - Business segments
  • Accenture PLC - Key news
  • Accenture PLC - Key offerings
  • Accenture PLC - Segment focus
  • SWOT
• 15.6 Aspen Technology Inc.
  • Aspen Technology Inc. - Overview
  • Aspen Technology Inc. - Business segments
  • Aspen Technology Inc. - Key offerings
  • Aspen Technology Inc. - Segment focus
  • SWOT
• 15.7 Emerson Electric Co.
  • Emerson Electric Co. - Overview
  • Emerson Electric Co. - Business segments
  • Emerson Electric Co. - Key news
  • Emerson Electric Co. - Key offerings
  • Emerson Electric Co. - Segment focus
  • SWOT
• 15.8 Honeywell International Inc.
  • Honeywell International Inc. - Overview
  • Honeywell International Inc. - Business segments
  • Honeywell International Inc. - Key news
  • Honeywell International Inc. - Key offerings
  • Honeywell International Inc. - Segment focus
  • SWOT
• 15.9 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 15.10 KPMG International Ltd.
  • KPMG International Ltd. - Overview
  • KPMG International Ltd. - Product / Service
  • KPMG International Ltd. - Key offerings
  • SWOT
• 15.11 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 15.12 Oracle Corp.
  • Oracle Corp. - Overview
  • Oracle Corp. - Business segments
  • Oracle Corp. - Key news
  • Oracle Corp. - Key offerings
  • Oracle Corp. - Segment focus
  • SWOT
• 15.13 Rockwell Automation Inc.
  • Rockwell Automation Inc. - Overview
  • Rockwell Automation Inc. - Business segments
  • Rockwell Automation Inc. - Key news
  • Rockwell Automation Inc. - Key offerings
  • Rockwell Automation Inc. - Segment focus
  • SWOT
• 15.14 SAP SE
  • SAP SE - Overview
  • SAP SE - Business segments
  • SAP SE - Key news
  • SAP SE - Key offerings
  • SAP SE - Segment focus
  • SWOT
• 15.15 Schneider Electric SE
  • Schneider Electric SE - Overview
  • Schneider Electric SE - Business segments
  • Schneider Electric SE - Key news
  • Schneider Electric SE - Key offerings
  • Schneider Electric SE - Segment focus
  • SWOT
• 15.16 Siemens AG
  • Siemens AG - Overview
  • Siemens AG - Business segments
  • Siemens AG - Key news
  • Siemens AG - Key offerings
  • Siemens AG - Segment focus
  • SWOT
• 15.17 TIBCO Software Inc.
  • TIBCO Software Inc. - Overview
  • TIBCO Software Inc. - Product / Service
  • TIBCO Software Inc. - Key offerings
  • SWOT
• 15.18 Yokogawa Electric Corp.
  • Yokogawa Electric Corp. - Overview
  • Yokogawa Electric Corp. - Business segments
  • Yokogawa Electric Corp. - Key news
  • Yokogawa Electric Corp. - Key offerings
  • Yokogawa Electric Corp. - Segment focus
  • SWOT

16 Appendix

• 16.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 16.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 16.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 16.4 Research methodology
  • Research methodology
• 16.5 Data procurement
  • Information sources
• 16.6 Data validation
  • Data validation
• 16.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 16.8 Data synthesis
  • Data synthesis
• 16.9 360 degree market analysis
  • 360 degree market analysis
• 16.10 List of abbreviations
  • List of abbreviations