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AI In Simulation Market 2025-2029

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    Report

  • 247 Pages
  • July 2025
  • Region: Global
  • TechNavio
  • ID: 6111136
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The ai in simulation market is forecasted to grow by USD 32.49 billion during 2024-2029, accelerating at a CAGR of 21.1% during the forecast period. The report on the ai in simulation 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 of digital transformation and rise of intelligent digital twins, accelerating product complexity and reducing development cycles, and democratization of advanced simulation through ai and cloud computing.

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.

The ai in simulation market is segmented as below:

By Technology

  • Simulation modeling
  • Predictive and prescriptive analytics
  • PaaS
  • Others

By Deployment

  • Cloud
  • On premise

By End-user

  • Automotive
  • Manufacturing
  • Infrastructure
  • Education
  • Others

By Geographical Landscape

  • North America
  • APAC
  • Europe
  • South America
  • Middle East and Africa
This study identifies the proliferation of generative ai for design exploration and democratization as one of the prime reasons driving the ai in simulation market growth during the next few years. Also, shift toward open, interoperable ecosystems and platforms and focus on sustainability and advanced materials simulation will lead to sizable demand in the market.

The report on the ai in simulation market covers the following areas:

  • AI In Simulation Market sizing
  • AI In Simulation Market forecast
  • AI In Simulation Market industry analysis
A robust vendor analysis within the report is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading ai in simulation market vendors that include Altair Engineering Inc., ANSYS Inc., Autodesk Inc., AVEVA Group Plc, Bentley Systems Inc., Dassault Systemes SE, Google LLC, Huawei Technologies Co. Ltd., Intel Corp., International Business Machines Corp., Microsoft Corp., NVIDIA Corp., Oracle Corp., PTC Inc., Rockwell Automation Inc., SAP SE, Siemens AG, and The MathWorks Inc. Also, the ai in simulation 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 report 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 Geographical Landscape
Executive Summary - Chart on Market Segmentation by Technology
Executive Summary - Chart on Market Segmentation by Deployment
Executive Summary - Chart on Market Segmentation by End-user
Executive Summary - Chart on Incremental Growth
Executive Summary - Data Table on Incremental Growth
Executive Summary - Chart on Company Market Positioning
2 Market 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
Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
Overview on factors of disruption
2.4 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
3.1 Market ecosystem
Parent Market
Data Table on - Parent Market
3.2 Market characteristics
Market characteristics analysis
3.3 Value chain analysis
Value chain analysis
4 Market Sizing
4.1 Market definition
Offerings of companies included in the market definition
4.2 Market segment analysis
Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
Chart on Global - Market size and forecast 2024-2029 ($ million)
Data Table on Global - Market size and forecast 2024-2029 ($ million)
Chart on Global Market: Year-over-year growth 2024-2029 (%)
Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
5.1 Global AI In Simulation Market 2019 - 2023
Historic Market Size - Data Table on Global AI In Simulation Market 2019 - 2023 ($ million)
5.2 Technology segment analysis 2019 - 2023
Historic Market Size - Technology Segment 2019 - 2023 ($ million)
5.3 Deployment segment analysis 2019 - 2023
Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 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
Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Technology
7.1 Market segments
Chart on Technology - Market share 2024-2029 (%)
Data Table on Technology - Market share 2024-2029 (%)
7.2 Comparison by Technology
Chart on Comparison by Technology
Data Table on Comparison by Technology
7.3 Simulation modeling - Market size and forecast 2024-2029
Chart on Simulation modeling - Market size and forecast 2024-2029 ($ million)
Data Table on Simulation modeling - Market size and forecast 2024-2029 ($ million)
Chart on Simulation modeling - Year-over-year growth 2024-2029 (%)
Data Table on Simulation modeling - Year-over-year growth 2024-2029 (%)
7.4 Predictive and prescriptive analytics - Market size and forecast 2024-2029
Chart on Predictive and prescriptive analytics - Market size and forecast 2024-2029 ($ million)
Data Table on Predictive and prescriptive analytics - Market size and forecast 2024-2029 ($ million)
Chart on Predictive and prescriptive analytics - Year-over-year growth 2024-2029 (%)
Data Table on Predictive and prescriptive analytics - Year-over-year growth 2024-2029 (%)
7.5 PaaS - Market size and forecast 2024-2029
Chart on PaaS - Market size and forecast 2024-2029 ($ million)
Data Table on PaaS - Market size and forecast 2024-2029 ($ million)
Chart on PaaS - Year-over-year growth 2024-2029 (%)
Data Table on PaaS - Year-over-year growth 2024-2029 (%)
7.6 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
7.7 Market opportunity by Technology
Market opportunity by Technology ($ million)
Data Table on Market opportunity by Technology ($ million)
8 Market Segmentation by Deployment
8.1 Market segments
Chart on Deployment - Market share 2024-2029 (%)
Data Table on Deployment - Market share 2024-2029 (%)
8.2 Comparison by Deployment
Chart on Comparison by Deployment
Data Table on Comparison by Deployment
8.3 Cloud - Market size and forecast 2024-2029
Chart on Cloud - Market size and forecast 2024-2029 ($ million)
Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
Chart on Cloud - Year-over-year growth 2024-2029 (%)
Data Table on Cloud - Year-over-year growth 2024-2029 (%)
8.4 On premise - Market size and forecast 2024-2029
Chart on On premise - Market size and forecast 2024-2029 ($ million)
Data Table on On premise - Market size and forecast 2024-2029 ($ million)
Chart on On premise - Year-over-year growth 2024-2029 (%)
Data Table on On premise - Year-over-year growth 2024-2029 (%)
8.5 Market opportunity by Deployment
Market opportunity by Deployment ($ million)
Data Table on Market opportunity by Deployment ($ million)
9 Market Segmentation by End-user
9.1 Market segments
Chart on End-user - Market share 2024-2029 (%)
Data Table on End-user - Market share 2024-2029 (%)
9.2 Comparison by End-user
Chart on Comparison by End-user
Data Table on Comparison by End-user
9.3 Automotive - Market size and forecast 2024-2029
Chart on Automotive - Market size and forecast 2024-2029 ($ million)
Data Table on Automotive - Market size and forecast 2024-2029 ($ million)
Chart on Automotive - Year-over-year growth 2024-2029 (%)
Data Table on Automotive - Year-over-year growth 2024-2029 (%)
9.4 Manufacturing - Market size and forecast 2024-2029
Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
9.5 Infrastructure - Market size and forecast 2024-2029
Chart on Infrastructure - Market size and forecast 2024-2029 ($ million)
Data Table on Infrastructure - Market size and forecast 2024-2029 ($ million)
Chart on Infrastructure - Year-over-year growth 2024-2029 (%)
Data Table on Infrastructure - Year-over-year growth 2024-2029 (%)
9.6 Education - Market size and forecast 2024-2029
Chart on Education - Market size and forecast 2024-2029 ($ million)
Data Table on Education - Market size and forecast 2024-2029 ($ million)
Chart on Education - Year-over-year growth 2024-2029 (%)
Data Table on Education - Year-over-year growth 2024-2029 (%)
9.7 Others - Market size and forecast 2024-2029
Chart on Others - Market size and forecast 2024-2029 ($ million)
Data Table on Others - Market size and forecast 2024-2029 ($ million)
Chart on Others - Year-over-year growth 2024-2029 (%)
Data Table on Others - Year-over-year growth 2024-2029 (%)
9.8 Market opportunity by End-user
Market opportunity by End-user ($ million)
Data Table on Market opportunity by End-user ($ million)
10 Customer Landscape
10.1 Customer landscape overview
Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Geographic Landscape
11.1 Geographic segmentation
Chart on Market share By Geographical Landscape 2024-2029 (%)
Data Table on Market share By Geographical Landscape 2024-2029 (%)
11.2 Geographic comparison
Chart on Geographic comparison
Data Table on Geographic comparison
11.3 North America - Market size and forecast 2024-2029
Chart on North America - Market size and forecast 2024-2029 ($ million)
Data Table on North America - Market size and forecast 2024-2029 ($ million)
Chart on North America - Year-over-year growth 2024-2029 (%)
Data Table on North America - Year-over-year growth 2024-2029 (%)
11.4 APAC - Market size and forecast 2024-2029
Chart on APAC - Market size and forecast 2024-2029 ($ million)
Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Chart on APAC - Year-over-year growth 2024-2029 (%)
Data Table on APAC - Year-over-year growth 2024-2029 (%)
11.5 Europe - Market size and forecast 2024-2029
Chart on Europe - Market size and forecast 2024-2029 ($ million)
Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Chart on Europe - Year-over-year growth 2024-2029 (%)
Data Table on Europe - Year-over-year growth 2024-2029 (%)
11.6 South America - Market size and forecast 2024-2029
Chart on South America - Market size and forecast 2024-2029 ($ million)
Data Table on South America - Market size and forecast 2024-2029 ($ million)
Chart on South America - Year-over-year growth 2024-2029 (%)
Data Table on South America - Year-over-year growth 2024-2029 (%)
11.7 Middle East and Africa - Market size and forecast 2024-2029
Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
11.8 US - Market size and forecast 2024-2029
Chart on US - Market size and forecast 2024-2029 ($ million)
Data Table on US - Market size and forecast 2024-2029 ($ million)
Chart on US - Year-over-year growth 2024-2029 (%)
Data Table on US - Year-over-year growth 2024-2029 (%)
11.9 China - Market size and forecast 2024-2029
Chart on China - Market size and forecast 2024-2029 ($ million)
Data Table on China - Market size and forecast 2024-2029 ($ million)
Chart on China - Year-over-year growth 2024-2029 (%)
Data Table on China - Year-over-year growth 2024-2029 (%)
11.10 Germany - Market size and forecast 2024-2029
Chart on Germany - Market size and forecast 2024-2029 ($ million)
Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Chart on Germany - Year-over-year growth 2024-2029 (%)
Data Table on Germany - Year-over-year growth 2024-2029 (%)
11.11 Japan - Market size and forecast 2024-2029
Chart on Japan - Market size and forecast 2024-2029 ($ million)
Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Chart on Japan - Year-over-year growth 2024-2029 (%)
Data Table on Japan - Year-over-year growth 2024-2029 (%)
11.12 India - Market size and forecast 2024-2029
Chart on India - Market size and forecast 2024-2029 ($ million)
Data Table on India - Market size and forecast 2024-2029 ($ million)
Chart on India - Year-over-year growth 2024-2029 (%)
Data Table on India - Year-over-year growth 2024-2029 (%)
11.13 UK - Market size and forecast 2024-2029
Chart on UK - Market size and forecast 2024-2029 ($ million)
Data Table on UK - Market size and forecast 2024-2029 ($ million)
Chart on UK - Year-over-year growth 2024-2029 (%)
Data Table on UK - Year-over-year growth 2024-2029 (%)
11.14 South Korea - Market size and forecast 2024-2029
Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Chart on South Korea - Year-over-year growth 2024-2029 (%)
Data Table on South Korea - Year-over-year growth 2024-2029 (%)
11.15 Canada - Market size and forecast 2024-2029
Chart on Canada - Market size and forecast 2024-2029 ($ million)
Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Chart on Canada - Year-over-year growth 2024-2029 (%)
Data Table on Canada - Year-over-year growth 2024-2029 (%)
11.16 Brazil - Market size and forecast 2024-2029
Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Chart on Brazil - Year-over-year growth 2024-2029 (%)
Data Table on Brazil - Year-over-year growth 2024-2029 (%)
11.17 France - Market size and forecast 2024-2029
Chart on France - Market size and forecast 2024-2029 ($ million)
Data Table on France - Market size and forecast 2024-2029 ($ million)
Chart on France - Year-over-year growth 2024-2029 (%)
Data Table on France - Year-over-year growth 2024-2029 (%)
11.18 Market opportunity By Geographical Landscape
Market opportunity By Geographical Landscape ($ million)
Data Tables on Market opportunity By Geographical Landscape ($ million)
12 Drivers, Challenges, and Opportunity/Restraints
12.1 Market drivers
12.2 Market challenges
12.3 Impact of drivers and challenges
Impact of drivers and challenges in 2024 and 2029
12.4 Market opportunities/restraints
13 Competitive Landscape
13.1 Overview
13.2 Competitive Landscape
Overview on criticality of inputs and factors of differentiation
13.3 Landscape disruption
Overview on factors of disruption
13.4 Industry risks
Impact of key risks on business
14 Competitive Analysis
14.1 Companies profiled
Companies covered
14.2 Company ranking index
Company ranking index
14.3 Market positioning of companies
Matrix on companies position and classification
14.4 Altair Engineering Inc.
Altair Engineering Inc. - Overview
Altair Engineering Inc. - Business segments
Altair Engineering Inc. - Key news
Altair Engineering Inc. - Key offerings
Altair Engineering Inc. - Segment focus
SWOT
14.5 ANSYS Inc.
ANSYS Inc. - Overview
ANSYS Inc. - Business segments
ANSYS Inc. - Key news
ANSYS Inc. - Key offerings
ANSYS Inc. - Segment focus
SWOT
14.6 Autodesk Inc.
Autodesk Inc. - Overview
Autodesk Inc. - Business segments
Autodesk Inc. - Key news
Autodesk Inc. - Key offerings
Autodesk Inc. - Segment focus
SWOT
14.7 Bentley Systems Inc.
Bentley Systems Inc. - Overview
Bentley Systems Inc. - Business segments
Bentley Systems Inc. - Key news
Bentley Systems Inc. - Key offerings
Bentley Systems Inc. - Segment focus
SWOT
14.8 Dassault Systemes SE
Dassault Systemes SE - Overview
Dassault Systemes SE - Business segments
Dassault Systemes SE - Key news
Dassault Systemes SE - Key offerings
Dassault Systemes SE - Segment focus
SWOT
14.9 Google LLC
Google LLC - Overview
Google LLC - Product / Service
Google LLC - Key offerings
SWOT
14.10 Intel Corp.
Intel Corp. - Overview
Intel Corp. - Business segments
Intel Corp. - Key news
Intel Corp. - Key offerings
Intel Corp. - Segment focus
SWOT
14.11 International Business Machines Corp.
International Business Machines Corp. - Overview
International Business Machines Corp. - Business segments
International Business Machines Corp. - Key news
International Business Machines Corp. - Key offerings
International Business Machines Corp. - Segment focus
SWOT
14.12 Microsoft Corp.
Microsoft Corp. - Overview
Microsoft Corp. - Business segments
Microsoft Corp. - Key news
Microsoft Corp. - Key offerings
Microsoft Corp. - Segment focus
SWOT
14.13 NVIDIA Corp.
NVIDIA Corp. - Overview
NVIDIA Corp. - Business segments
NVIDIA Corp. - Key news
NVIDIA Corp. - Key offerings
NVIDIA Corp. - Segment focus
SWOT
14.14 Oracle Corp.
Oracle Corp. - Overview
Oracle Corp. - Business segments
Oracle Corp. - Key news
Oracle Corp. - Key offerings
Oracle Corp. - Segment focus
SWOT
14.15 PTC Inc.
PTC Inc. - Overview
PTC Inc. - Business segments
PTC Inc. - Key offerings
PTC Inc. - Segment focus
SWOT
14.16 SAP SE
SAP SE - Overview
SAP SE - Business segments
SAP SE - Key news
SAP SE - Key offerings
SAP SE - Segment focus
SWOT
14.17 Siemens AG
Siemens AG - Overview
Siemens AG - Business segments
Siemens AG - Key news
Siemens AG - Key offerings
Siemens AG - Segment focus
SWOT
14.18 The MathWorks Inc.
The MathWorks Inc. - Overview
The MathWorks Inc. - Product / Service
The MathWorks Inc. - Key offerings
SWOT
15 Appendix
15.1 Scope of the report
15.2 Inclusions and exclusions checklist
Inclusions checklist
Exclusions checklist
15.3 Currency conversion rates for US$
Currency conversion rates for US$
15.4 Research methodology
Research methodology
15.5 Data procurement
Information sources
15.6 Data validation
Data validation
15.7 Validation techniques employed for market sizing
Validation techniques employed for market sizing
15.8 Data synthesis
Data synthesis
15.9 360 degree market analysis
360 degree market analysis
15.10 List of abbreviations
List of abbreviations
List of Exhibits
Exhibits 1: Executive Summary - Chart on Market Overview
Exhibits 2: Executive Summary - Data Table on Market Overview
Exhibits 3: Executive Summary - Chart on Global Market Characteristics
Exhibits 4: Executive Summary - Chart on Market By Geographical Landscape
Exhibits 5: Executive Summary - Chart on Market Segmentation by Technology
Exhibits 6: Executive Summary - Chart on Market Segmentation by Deployment
Exhibits 7: Executive Summary - Chart on Market Segmentation by End-user
Exhibits 8: Executive Summary - Chart on Incremental Growth
Exhibits 9: Executive Summary - Data Table on Incremental Growth
Exhibits 10: Executive Summary - Chart on Company Market Positioning
Exhibits 11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 12: Overview on criticality of inputs and factors of differentiation
Exhibits 13: Overview on factors of disruption
Exhibits 14: Impact of drivers and challenges in 2024 and 2029
Exhibits 15: Parent Market
Exhibits 16: Data Table on - Parent Market
Exhibits 17: Market characteristics analysis
Exhibits 18: Value chain analysis
Exhibits 19: Offerings of companies included in the market definition
Exhibits 20: Market segments
Exhibits 21: Chart on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
Exhibits 23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
Exhibits 25: Historic Market Size - Data Table on Global AI In Simulation Market 2019 - 2023 ($ million)
Exhibits 26: Historic Market Size - Technology Segment 2019 - 2023 ($ million)
Exhibits 27: Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
Exhibits 28: Historic Market Size - End-user Segment 2019 - 2023 ($ million)
Exhibits 29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
Exhibits 30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
Exhibits 31: Five forces analysis - Comparison between 2024 and 2029
Exhibits 32: Bargaining power of buyers - Impact of key factors 2024 and 2029
Exhibits 33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
Exhibits 34: Threat of new entrants - Impact of key factors in 2024 and 2029
Exhibits 35: Threat of substitutes - Impact of key factors in 2024 and 2029
Exhibits 36: Threat of rivalry - Impact of key factors in 2024 and 2029
Exhibits 37: Chart on Market condition - Five forces 2024 and 2029
Exhibits 38: Chart on Technology - Market share 2024-2029 (%)
Exhibits 39: Data Table on Technology - Market share 2024-2029 (%)
Exhibits 40: Chart on Comparison by Technology
Exhibits 41: Data Table on Comparison by Technology
Exhibits 42: Chart on Simulation modeling - Market size and forecast 2024-2029 ($ million)
Exhibits 43: Data Table on Simulation modeling - Market size and forecast 2024-2029 ($ million)
Exhibits 44: Chart on Simulation modeling - Year-over-year growth 2024-2029 (%)
Exhibits 45: Data Table on Simulation modeling - Year-over-year growth 2024-2029 (%)
Exhibits 46: Chart on Predictive and prescriptive analytics - Market size and forecast 2024-2029 ($ million)
Exhibits 47: Data Table on Predictive and prescriptive analytics - Market size and forecast 2024-2029 ($ million)
Exhibits 48: Chart on Predictive and prescriptive analytics - Year-over-year growth 2024-2029 (%)
Exhibits 49: Data Table on Predictive and prescriptive analytics - Year-over-year growth 2024-2029 (%)
Exhibits 50: Chart on PaaS - Market size and forecast 2024-2029 ($ million)
Exhibits 51: Data Table on PaaS - Market size and forecast 2024-2029 ($ million)
Exhibits 52: Chart on PaaS - Year-over-year growth 2024-2029 (%)
Exhibits 53: Data Table on PaaS - Year-over-year growth 2024-2029 (%)
Exhibits 54: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 55: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 56: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 57: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 58: Market opportunity by Technology ($ million)
Exhibits 59: Data Table on Market opportunity by Technology ($ million)
Exhibits 60: Chart on Deployment - Market share 2024-2029 (%)
Exhibits 61: Data Table on Deployment - Market share 2024-2029 (%)
Exhibits 62: Chart on Comparison by Deployment
Exhibits 63: Data Table on Comparison by Deployment
Exhibits 64: Chart on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits 65: Data Table on Cloud - Market size and forecast 2024-2029 ($ million)
Exhibits 66: Chart on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits 67: Data Table on Cloud - Year-over-year growth 2024-2029 (%)
Exhibits 68: Chart on On premise - Market size and forecast 2024-2029 ($ million)
Exhibits 69: Data Table on On premise - Market size and forecast 2024-2029 ($ million)
Exhibits 70: Chart on On premise - Year-over-year growth 2024-2029 (%)
Exhibits 71: Data Table on On premise - Year-over-year growth 2024-2029 (%)
Exhibits 72: Market opportunity by Deployment ($ million)
Exhibits 73: Data Table on Market opportunity by Deployment ($ million)
Exhibits 74: Chart on End-user - Market share 2024-2029 (%)
Exhibits 75: Data Table on End-user - Market share 2024-2029 (%)
Exhibits 76: Chart on Comparison by End-user
Exhibits 77: Data Table on Comparison by End-user
Exhibits 78: Chart on Automotive - Market size and forecast 2024-2029 ($ million)
Exhibits 79: Data Table on Automotive - Market size and forecast 2024-2029 ($ million)
Exhibits 80: Chart on Automotive - Year-over-year growth 2024-2029 (%)
Exhibits 81: Data Table on Automotive - Year-over-year growth 2024-2029 (%)
Exhibits 82: Chart on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 83: Data Table on Manufacturing - Market size and forecast 2024-2029 ($ million)
Exhibits 84: Chart on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 85: Data Table on Manufacturing - Year-over-year growth 2024-2029 (%)
Exhibits 86: Chart on Infrastructure - Market size and forecast 2024-2029 ($ million)
Exhibits 87: Data Table on Infrastructure - Market size and forecast 2024-2029 ($ million)
Exhibits 88: Chart on Infrastructure - Year-over-year growth 2024-2029 (%)
Exhibits 89: Data Table on Infrastructure - Year-over-year growth 2024-2029 (%)
Exhibits 90: Chart on Education - Market size and forecast 2024-2029 ($ million)
Exhibits 91: Data Table on Education - Market size and forecast 2024-2029 ($ million)
Exhibits 92: Chart on Education - Year-over-year growth 2024-2029 (%)
Exhibits 93: Data Table on Education - Year-over-year growth 2024-2029 (%)
Exhibits 94: Chart on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 95: Data Table on Others - Market size and forecast 2024-2029 ($ million)
Exhibits 96: Chart on Others - Year-over-year growth 2024-2029 (%)
Exhibits 97: Data Table on Others - Year-over-year growth 2024-2029 (%)
Exhibits 98: Market opportunity by End-user ($ million)
Exhibits 99: Data Table on Market opportunity by End-user ($ million)
Exhibits 100: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
Exhibits 101: Chart on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 102: Data Table on Market share By Geographical Landscape 2024-2029 (%)
Exhibits 103: Chart on Geographic comparison
Exhibits 104: Data Table on Geographic comparison
Exhibits 105: Chart on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 106: Data Table on North America - Market size and forecast 2024-2029 ($ million)
Exhibits 107: Chart on North America - Year-over-year growth 2024-2029 (%)
Exhibits 108: Data Table on North America - Year-over-year growth 2024-2029 (%)
Exhibits 109: Chart on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 110: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
Exhibits 111: Chart on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 112: Data Table on APAC - Year-over-year growth 2024-2029 (%)
Exhibits 113: Chart on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 114: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
Exhibits 115: Chart on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 116: Data Table on Europe - Year-over-year growth 2024-2029 (%)
Exhibits 117: Chart on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 118: Data Table on South America - Market size and forecast 2024-2029 ($ million)
Exhibits 119: Chart on South America - Year-over-year growth 2024-2029 (%)
Exhibits 120: Data Table on South America - Year-over-year growth 2024-2029 (%)
Exhibits 121: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 122: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
Exhibits 123: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 124: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
Exhibits 125: Chart on US - Market size and forecast 2024-2029 ($ million)
Exhibits 126: Data Table on US - Market size and forecast 2024-2029 ($ million)
Exhibits 127: Chart on US - Year-over-year growth 2024-2029 (%)
Exhibits 128: Data Table on US - Year-over-year growth 2024-2029 (%)
Exhibits 129: Chart on China - Market size and forecast 2024-2029 ($ million)
Exhibits 130: Data Table on China - Market size and forecast 2024-2029 ($ million)
Exhibits 131: Chart on China - Year-over-year growth 2024-2029 (%)
Exhibits 132: Data Table on China - Year-over-year growth 2024-2029 (%)
Exhibits 133: Chart on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 134: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
Exhibits 135: Chart on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 136: Data Table on Germany - Year-over-year growth 2024-2029 (%)
Exhibits 137: Chart on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 138: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
Exhibits 139: Chart on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 140: Data Table on Japan - Year-over-year growth 2024-2029 (%)
Exhibits 141: Chart on India - Market size and forecast 2024-2029 ($ million)
Exhibits 142: Data Table on India - Market size and forecast 2024-2029 ($ million)
Exhibits 143: Chart on India - Year-over-year growth 2024-2029 (%)
Exhibits 144: Data Table on India - Year-over-year growth 2024-2029 (%)
Exhibits 145: Chart on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 146: Data Table on UK - Market size and forecast 2024-2029 ($ million)
Exhibits 147: Chart on UK - Year-over-year growth 2024-2029 (%)
Exhibits 148: Data Table on UK - Year-over-year growth 2024-2029 (%)
Exhibits 149: Chart on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 150: Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
Exhibits 151: Chart on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 152: Data Table on South Korea - Year-over-year growth 2024-2029 (%)
Exhibits 153: Chart on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 154: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
Exhibits 155: Chart on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 156: Data Table on Canada - Year-over-year growth 2024-2029 (%)
Exhibits 157: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits 158: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
Exhibits 159: Chart on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits 160: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
Exhibits 161: Chart on France - Market size and forecast 2024-2029 ($ million)
Exhibits 162: Data Table on France - Market size and forecast 2024-2029 ($ million)
Exhibits 163: Chart on France - Year-over-year growth 2024-2029 (%)
Exhibits 164: Data Table on France - Year-over-year growth 2024-2029 (%)
Exhibits 165: Market opportunity By Geographical Landscape ($ million)
Exhibits 166: Data Tables on Market opportunity By Geographical Landscape ($ million)
Exhibits 167: Impact of drivers and challenges in 2024 and 2029
Exhibits 168: Overview on criticality of inputs and factors of differentiation
Exhibits 169: Overview on factors of disruption
Exhibits 170: Impact of key risks on business
Exhibits 171: Companies covered
Exhibits 172: Company ranking index
Exhibits 173: Matrix on companies position and classification
Exhibits 174: Altair Engineering Inc. - Overview
Exhibits 175: Altair Engineering Inc. - Business segments
Exhibits 176: Altair Engineering Inc. - Key news
Exhibits 177: Altair Engineering Inc. - Key offerings
Exhibits 178: Altair Engineering Inc. - Segment focus
Exhibits 179: SWOT
Exhibits 180: ANSYS Inc. - Overview
Exhibits 181: ANSYS Inc. - Business segments
Exhibits 182: ANSYS Inc. - Key news
Exhibits 183: ANSYS Inc. - Key offerings
Exhibits 184: ANSYS Inc. - Segment focus
Exhibits 185: SWOT
Exhibits 186: Autodesk Inc. - Overview
Exhibits 187: Autodesk Inc. - Business segments
Exhibits 188: Autodesk Inc. - Key news
Exhibits 189: Autodesk Inc. - Key offerings
Exhibits 190: Autodesk Inc. - Segment focus
Exhibits 191: SWOT
Exhibits 192: Bentley Systems Inc. - Overview
Exhibits 193: Bentley Systems Inc. - Business segments
Exhibits 194: Bentley Systems Inc. - Key news
Exhibits 195: Bentley Systems Inc. - Key offerings
Exhibits 196: Bentley Systems Inc. - Segment focus
Exhibits 197: SWOT
Exhibits 198: Dassault Systemes SE - Overview
Exhibits 199: Dassault Systemes SE - Business segments
Exhibits 200: Dassault Systemes SE - Key news
Exhibits 201: Dassault Systemes SE - Key offerings
Exhibits 202: Dassault Systemes SE - Segment focus
Exhibits 203: SWOT
Exhibits 204: Google LLC - Overview
Exhibits 205: Google LLC - Product / Service
Exhibits 206: Google LLC - Key offerings
Exhibits 207: SWOT
Exhibits 208: Intel Corp. - Overview
Exhibits 209: Intel Corp. - Business segments
Exhibits 210: Intel Corp. - Key news
Exhibits 211: Intel Corp. - Key offerings
Exhibits 212: Intel Corp. - Segment focus
Exhibits 213: SWOT
Exhibits 214: International Business Machines Corp. - Overview
Exhibits 215: International Business Machines Corp. - Business segments
Exhibits 216: International Business Machines Corp. - Key news
Exhibits 217: International Business Machines Corp. - Key offerings
Exhibits 218: International Business Machines Corp. - Segment focus
Exhibits 219: SWOT
Exhibits 220: Microsoft Corp. - Overview
Exhibits 221: Microsoft Corp. - Business segments
Exhibits 222: Microsoft Corp. - Key news
Exhibits 223: Microsoft Corp. - Key offerings
Exhibits 224: Microsoft Corp. - Segment focus
Exhibits 225: SWOT
Exhibits 226: NVIDIA Corp. - Overview
Exhibits 227: NVIDIA Corp. - Business segments
Exhibits 228: NVIDIA Corp. - Key news
Exhibits 229: NVIDIA Corp. - Key offerings
Exhibits 230: NVIDIA Corp. - Segment focus
Exhibits 231: SWOT
Exhibits 232: Oracle Corp. - Overview
Exhibits 233: Oracle Corp. - Business segments
Exhibits 234: Oracle Corp. - Key news
Exhibits 235: Oracle Corp. - Key offerings
Exhibits 236: Oracle Corp. - Segment focus
Exhibits 237: SWOT
Exhibits 238: PTC Inc. - Overview
Exhibits 239: PTC Inc. - Business segments
Exhibits 240: PTC Inc. - Key offerings
Exhibits 241: PTC Inc. - Segment focus
Exhibits 242: SWOT
Exhibits 243: SAP SE - Overview
Exhibits 244: SAP SE - Business segments
Exhibits 245: SAP SE - Key news
Exhibits 246: SAP SE - Key offerings
Exhibits 247: SAP SE - Segment focus
Exhibits 248: SWOT
Exhibits 249: Siemens AG - Overview
Exhibits 250: Siemens AG - Business segments
Exhibits 251: Siemens AG - Key news
Exhibits 252: Siemens AG - Key offerings
Exhibits 253: Siemens AG - Segment focus
Exhibits 254: SWOT
Exhibits 255: The MathWorks Inc. - Overview
Exhibits 256: The MathWorks Inc. - Product / Service
Exhibits 257: The MathWorks Inc. - Key offerings
Exhibits 258: SWOT
Exhibits 259: Inclusions checklist
Exhibits 260: Exclusions checklist
Exhibits 261: Currency conversion rates for US$
Exhibits 262: Research methodology
Exhibits 263: Information sources
Exhibits 264: Data validation
Exhibits 265: Validation techniques employed for market sizing
Exhibits 266: Data synthesis
Exhibits 267: 360 degree market analysis
Exhibits 268: List of abbreviations

Executive Summary

The following companies are recognized as the key players in the global ai in simulation market: Altair Engineering Inc., ANSYS Inc., Autodesk Inc., AVEVA Group Plc, Bentley Systems Inc., Dassault Systemes SE, Google LLC, Huawei Technologies Co. Ltd., Intel Corp., International Business Machines Corp., Microsoft Corp., NVIDIA Corp., Oracle Corp., PTC Inc., Rockwell Automation Inc., SAP SE, Siemens AG, and The MathWorks Inc..

Commenting on the report, an analyst from the research team said: "The latest trend gaining momentum in the market is proliferation of generative ai for design exploration and democratization."

According to the report, one of the major drivers for this market is the imperative of digital transformation and rise of intelligent digital twins.

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 and vendor landscape in addition to a SWOT analysis of the key vendors.

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Altair Engineering Inc.
  • ANSYS Inc.
  • Autodesk Inc.
  • AVEVA Group Plc
  • Bentley Systems Inc.
  • Dassault Systemes SE
  • Google LLC
  • Huawei Technologies Co. Ltd.
  • Intel Corp.
  • International Business Machines Corp.
  • Microsoft Corp.
  • NVIDIA Corp.
  • Oracle Corp.
  • PTC Inc.
  • Rockwell Automation Inc.
  • SAP SE
  • Siemens AG
  • The MathWorks Inc.