석유 및 가스용 인공지능(AI) 및 기계학습(ML) 시장의 동향2025-2029년

The global AI and ML in oil and gas market is forecasted to grow by USD 5912.6 mn during 2024-2029, accelerating at a CAGR of 15.1% during the forecast period. The report on the global AI and ML in oil and gas 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 enhanced operational efficiency and cost reduction, escalating focus on environmental, social, and governance (esg) compliance and safety, proliferation of big data and advancement of cloud computing infrastructure.

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 and ML in oil and gas market is segmented as below:

By Component

• Solutions
• Services

By Application

• Predictive maintenance
• Production optimization
• Supply chain and logistics
• Exploration and drilling
• Others

By End-User

• Downstream
• Upstream
• Midstream

Geography

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

This study identifies the emergence of generative AI and large language models for knowledge management as one of the prime reasons driving the global AI and ML in oil and gas market growth during the next few years. Also, hyper-automation and progression towards fully autonomous operations and proliferation of edge AI for real-time decision making in remote environments will lead to sizable demand in the market.

The report on the global AI and ML in oil and gas market covers the following areas:

• Global AI and ML in oil and gas market sizing
• Global AI and ML in oil and gas market forecast
• Global AI and ML in oil and gas 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 and ML in oil and gas market vendors that include ABB Ltd., Accenture PLC, Baker Hughes Co., Beyond Limits, BP Plc, C3.ai Inc., Exxon Mobil Corp., Google LLC, Halliburton Co., IBM Corp., Microsoft Corp., Oracle Corp., Saudi Arabian Oil Co., Schlumberger Ltd., SensorUp Inc., Shell plc, Siemens AG, SparkCognition Inc., TechnipFMC plc. Also, the global AI and ML in oil and gas 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 Component
  • Executive Summary - Chart on Market Segmentation by Application
  • 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 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 And ML In Oil And Gas Market 2019 - 2023
  • Historic Market Size - Data Table on Global AI And ML In Oil And Gas Market 2019 - 2023 ($ million)
• 5.2 Component segment analysis 2019 - 2023
  • Historic Market Size - Component Segment 2019 - 2023 ($ million)
• 5.3 Application segment analysis 2019 - 2023
  • Historic Market Size - Application 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

7 Market Segmentation by Component

• 7.1 Market segments
• 7.2 Comparison by Component
• 7.3 Solutions - Market size and forecast 2024-2029
• 7.4 Services - Market size and forecast 2024-2029
• 7.5 Market opportunity by Component
  • Market opportunity by Component ($ million)

8 Market Segmentation by Application

• 8.1 Market segments
• 8.2 Comparison by Application
• 8.3 Predictive maintenance - Market size and forecast 2024-2029
• 8.4 Production optimization - Market size and forecast 2024-2029
• 8.5 Supply chain and logistics - Market size and forecast 2024-2029
• 8.6 Exploration and drilling - Market size and forecast 2024-2029
• 8.7 Others - Market size and forecast 2024-2029
• 8.8 Market opportunity by Application
  • Market opportunity by Application ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
• 9.2 Comparison by End-user
• 9.3 Downstream - Market size and forecast 2024-2029
• 9.4 Upstream - Market size and forecast 2024-2029
• 9.5 Midstream - Market size and forecast 2024-2029
• 9.6 Market opportunity by End-user
  • 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
• 11.2 Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • 11.3.1 US - Market size and forecast 2024-2029
  • 11.3.2 Canada - Market size and forecast 2024-2029
• 11.4 Europe - Market size and forecast 2024-2029
  • 11.4.1 Russia - Market size and forecast 2024-2029
  • 11.4.2 Germany - Market size and forecast 2024-2029
  • 11.4.3 UK - Market size and forecast 2024-2029
  • 11.4.4 France - Market size and forecast 2024-2029
• 11.5 APAC - Market size and forecast 2024-2029
  • 11.5.1 China - Market size and forecast 2024-2029
  • 11.5.2 India - Market size and forecast 2024-2029
  • 11.5.3 Japan - Market size and forecast 2024-2029
  • 11.5.4 South Korea - Market size and forecast 2024-2029
  • 11.5.5 Australia - Market size and forecast 2024-2029
• 11.6 Middle East and Africa - Market size and forecast 2024-2029
  • 11.6.1 Saudi Arabia - Market size and forecast 2024-2029
  • 11.6.2 UAE - Market size and forecast 2024-2029
• 11.7 South America - Market size and forecast 2024-2029
  • 11.7.1 Brazil - Market size and forecast 2024-2029
  • 11.7.2 Argentina - Market size and forecast 2024-2029
• 11.8 Market opportunity by geography
  • Market opportunity by geography ($ million)
  • Data Tables on Market opportunity by geography ($ million)

12 Drivers, Challenges, and Opportunity

• 12.1 Market drivers
  • Imperative for enhanced operational efficiency and cost reduction
  • Escalating focus on environmental, social, and governance (ESG) compliance and safety
  • Proliferation of big data and advancement of cloud computing infrastructure
• 12.2 Market challenges
  • Pervasive data management and integration issues
  • Significant upfront investment and ambiguous return on investment
  • Critical talent shortage and organizational change management
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities
  • Emergence of generative AI and large language models for knowledge management
  • Hyper-automation and progression towards fully autonomous operations
  • Proliferation of edge AI for real-time decision making in remote environments

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 ABB Ltd.
  • ABB Ltd. - Overview
  • ABB Ltd. - Business segments
  • ABB Ltd. - Key news
  • ABB Ltd. - Key offerings
  • ABB Ltd. - Segment focus
  • SWOT
• 14.5 Accenture PLC
  • Accenture PLC - Overview
  • Accenture PLC - Business segments
  • Accenture PLC - Key news
  • Accenture PLC - Key offerings
  • Accenture PLC - Segment focus
  • SWOT
• 14.6 Baker Hughes Co.
  • Baker Hughes Co. - Overview
  • Baker Hughes Co. - Business segments
  • Baker Hughes Co. - Key news
  • Baker Hughes Co. - Key offerings
  • Baker Hughes Co. - Segment focus
  • SWOT
• 14.7 BP Plc
  • BP Plc - Overview
  • BP Plc - Business segments
  • BP Plc - Key news
  • BP Plc - Key offerings
  • BP Plc - Segment focus
  • SWOT
• 14.8 C3.ai Inc.
  • C3.ai Inc. - Overview
  • C3.ai Inc. - Product / Service
  • C3.ai Inc. - Key news
  • C3.ai Inc. - Key offerings
  • SWOT
• 14.9 Exxon Mobil Corp.
  • Exxon Mobil Corp. - Overview
  • Exxon Mobil Corp. - Business segments
  • Exxon Mobil Corp. - Key news
  • Exxon Mobil Corp. - Key offerings
  • Exxon Mobil Corp. - Segment focus
  • SWOT
• 14.10 Google LLC
  • Google LLC - Overview
  • Google LLC - Product / Service
  • Google LLC - Key offerings
  • SWOT
• 14.11 Halliburton Co.
  • Halliburton Co. - Overview
  • Halliburton Co. - Business segments
  • Halliburton Co. - Key news
  • Halliburton Co. - Key offerings
  • Halliburton Co. - Segment focus
  • SWOT
• 14.12 IBM Corp.
  • IBM Corp. - Overview
  • IBM Corp. - Business segments
  • IBM Corp. - Key news
  • IBM Corp. - Key offerings
  • IBM Corp. - Segment focus
  • SWOT
• 14.13 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft 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 Saudi Arabian Oil Co.
  • Saudi Arabian Oil Co. - Overview
  • Saudi Arabian Oil Co. - Product / Service
  • Saudi Arabian Oil Co. - Key offerings
  • SWOT
• 14.16 Schlumberger Ltd.
  • Schlumberger Ltd. - Overview
  • Schlumberger Ltd. - Business segments
  • Schlumberger Ltd. - Key news
  • Schlumberger Ltd. - Key offerings
  • Schlumberger Ltd. - Segment focus
  • SWOT
• 14.17 Shell plc
  • Shell plc - Overview
  • Shell plc - Business segments
  • Shell plc - Key news
  • Shell plc - Key offerings
  • Shell plc - Segment focus
  • SWOT
• 14.18 Siemens AG
  • Siemens AG - Overview
  • Siemens AG - Business segments
  • Siemens AG - Key news
  • Siemens AG - Key offerings
  • Siemens AG - Segment focus
  • SWOT

15 Appendix

• 15.1 Scope of the report
  • Market definition
  • Objectives
  • Notes and caveats
• 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