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 Technology
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Deployment
- 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
- 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
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 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 Five Forces Analysis
- 5.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 5.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 5.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 5.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 5.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 5.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 5.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
6 Market Segmentation by Technology
- 6.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- 6.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 6.3 Machine learning - Market size and forecast 2024-2029
- Chart on Machine learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Machine learning - Market size and forecast 2024-2029 ($ million)
- Chart on Machine learning - Year-over-year growth 2024-2029 (%)
- Data Table on Machine learning - Year-over-year growth 2024-2029 (%)
- 6.4 Deep learning - Market size and forecast 2024-2029
- Chart on Deep learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Deep learning - Market size and forecast 2024-2029 ($ million)
- Chart on Deep learning - Year-over-year growth 2024-2029 (%)
- Data Table on Deep learning - Year-over-year growth 2024-2029 (%)
- 6.5 Computer vision - Market size and forecast 2024-2029
- Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
- Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
- Chart on Computer vision - Year-over-year growth 2024-2029 (%)
- Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
- 6.6 Natural language processing - Market size and forecast 2024-2029
- Chart on Natural language processing - Market size and forecast 2024-2029 ($ million)
- Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million)
- Chart on Natural language processing - Year-over-year growth 2024-2029 (%)
- Data Table on Natural language processing - Year-over-year growth 2024-2029 (%)
- 6.7 Robotics - Market size and forecast 2024-2029
- Chart on Robotics - Market size and forecast 2024-2029 ($ million)
- Data Table on Robotics - Market size and forecast 2024-2029 ($ million)
- Chart on Robotics - Year-over-year growth 2024-2029 (%)
- Data Table on Robotics - Year-over-year growth 2024-2029 (%)
- 6.8 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
7 Market Segmentation by Application
- 7.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 7.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 7.3 Precision farming - Market size and forecast 2024-2029
- Chart on Precision farming - Market size and forecast 2024-2029 ($ million)
- Data Table on Precision farming - Market size and forecast 2024-2029 ($ million)
- Chart on Precision farming - Year-over-year growth 2024-2029 (%)
- Data Table on Precision farming - Year-over-year growth 2024-2029 (%)
- 7.4 Agricultural robotics and automation - Market size and forecast 2024-2029
- Chart on Agricultural robotics and automation - Market size and forecast 2024-2029 ($ million)
- Data Table on Agricultural robotics and automation - Market size and forecast 2024-2029 ($ million)
- Chart on Agricultural robotics and automation - Year-over-year growth 2024-2029 (%)
- Data Table on Agricultural robotics and automation - Year-over-year growth 2024-2029 (%)
- 7.5 Crop management - Market size and forecast 2024-2029
- Chart on Crop management - Market size and forecast 2024-2029 ($ million)
- Data Table on Crop management - Market size and forecast 2024-2029 ($ million)
- Chart on Crop management - Year-over-year growth 2024-2029 (%)
- Data Table on Crop management - Year-over-year growth 2024-2029 (%)
- 7.6 Livestock management - Market size and forecast 2024-2029
- Chart on Livestock management - Market size and forecast 2024-2029 ($ million)
- Data Table on Livestock management - Market size and forecast 2024-2029 ($ million)
- Chart on Livestock management - Year-over-year growth 2024-2029 (%)
- Data Table on Livestock management - Year-over-year growth 2024-2029 (%)
- 7.7 Soil analysis - Market size and forecast 2024-2029
- Chart on Soil analysis - Market size and forecast 2024-2029 ($ million)
- Data Table on Soil analysis - Market size and forecast 2024-2029 ($ million)
- Chart on Soil analysis - Year-over-year growth 2024-2029 (%)
- Data Table on Soil analysis - Year-over-year growth 2024-2029 (%)
- 7.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ 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 based - Market size and forecast 2024-2029
- Chart on Cloud based - Market size and forecast 2024-2029 ($ million)
- Data Table on Cloud based - Market size and forecast 2024-2029 ($ million)
- Chart on Cloud based - Year-over-year growth 2024-2029 (%)
- Data Table on Cloud based - Year-over-year growth 2024-2029 (%)
- 8.4 On premises - Market size and forecast 2024-2029
- Chart on On premises - Market size and forecast 2024-2029 ($ million)
- Data Table on On premises - Market size and forecast 2024-2029 ($ million)
- Chart on On premises - Year-over-year growth 2024-2029 (%)
- Data Table on On premises - Year-over-year growth 2024-2029 (%)
- 8.5 Hybrid - Market size and forecast 2024-2029
- Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
- Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
- Chart on Hybrid - Year-over-year growth 2024-2029 (%)
- Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
- 8.6 Market opportunity by Deployment
- Market opportunity by Deployment ($ million)
- Data Table on Market opportunity by Deployment ($ million)
9 Customer Landscape
- 9.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
10 Geographic Landscape
- 10.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 10.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 10.3 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 (%)
- 10.4 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 (%)
- 10.5 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 (%)
- 10.6 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 (%)
- 10.7 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 (%)
- 10.8 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 (%)
- 10.9 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 (%)
- 10.10 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 (%)
- 10.11 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 (%)
- 10.12 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 (%)
- 10.13 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 (%)
- 10.14 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 (%)
- 10.15 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 (%)
- 10.16 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 (%)
- 10.17 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 (%)
- 10.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
11 Drivers, Challenges, and Opportunity/Restraints
- 11.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 11.4 Market opportunities/restraints
12 Competitive Landscape
- 12.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 12.3 Landscape disruption
- Overview on factors of disruption
- 12.4 Industry risks
- Impact of key risks on business
13 Competitive Analysis
- 13.2 Company ranking index
- 13.3 Market positioning of companies
- Matrix on companies position and classification
- 13.4 AAA Taranis Visual Ltd.
- AAA Taranis Visual Ltd. - Overview
- AAA Taranis Visual Ltd. - Product / Service
- AAA Taranis Visual Ltd. - Key offerings
- SWOT
- 13.5 BASF Digital Farming GmbH
- BASF Digital Farming GmbH - Overview
- BASF Digital Farming GmbH - Product / Service
- BASF Digital Farming GmbH - Key offerings
- SWOT
- 13.6 Bayer AG
- Bayer AG - Overview
- Bayer AG - Business segments
- Bayer AG - Key news
- Bayer AG - Key offerings
- Bayer AG - Segment focus
- SWOT
- 13.7 Blue River Technology
- Blue River Technology - Overview
- Blue River Technology - Product / Service
- Blue River Technology - Key offerings
- SWOT
- 13.8 Cropin Technology Solutions Pvt. Ltd.
- Cropin Technology Solutions Pvt. Ltd. - Overview
- Cropin Technology Solutions Pvt. Ltd. - Product / Service
- Cropin Technology Solutions Pvt. Ltd. - Key offerings
- SWOT
- 13.9 Deere and Co.
- Deere and Co. - Overview
- Deere and Co. - Business segments
- Deere and Co. - Key news
- Deere and Co. - Key offerings
- Deere and Co. - Segment focus
- SWOT
- 13.10 Gamaya
- Gamaya - Overview
- Gamaya - Product / Service
- Gamaya - Key offerings
- SWOT
- 13.11 Granular Inc.
- Granular Inc. - Overview
- Granular Inc. - Product / Service
- Granular Inc. - Key offerings
- SWOT
- 13.12 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
- 13.13 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 13.14 Plantix
- Plantix - Overview
- Plantix - Product / Service
- Plantix - Key offerings
- SWOT
- 13.15 PrecisionHawk Inc.
- PrecisionHawk Inc. - Overview
- PrecisionHawk Inc. - Product / Service
- PrecisionHawk Inc. - Key offerings
- SWOT
- 13.16 Syngenta Crop Protection AG
- Syngenta Crop Protection AG - Overview
- Syngenta Crop Protection AG - Product / Service
- Syngenta Crop Protection AG - Key offerings
- SWOT
- 13.17 The Climate Corp.
- The Climate Corp. - Overview
- The Climate Corp. - Product / Service
- The Climate Corp. - Key offerings
- SWOT
- 13.18 Valmont Industries Inc.
- Valmont Industries Inc. - Overview
- Valmont Industries Inc. - Business segments
- Valmont Industries Inc. - Key offerings
- Valmont Industries Inc. - Segment focus
- SWOT
14 Appendix
- 14.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 14.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 14.4 Research methodology
- 14.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 14.9 360 degree market analysis
- 360 degree market analysis
- 14.10 List of abbreviations
Research Framework
Technavio presents a detailed picture of the market by way of study, synthesis, and summation of data from multiple sources. The analysts have presented the various facets of the market with a particular focus on identifying the key industry influencers. The data thus presented is comprehensive, reliable, and the result of extensive research, both primary and secondary.
INFORMATION SOURCES
Primary sources
- Manufacturers and suppliers
- Channel partners
- Industry experts
- Strategic decision makers
Secondary sources
- Industry journals and periodicals
- Government data
- Financial reports of key industry players
- Historical data
- Press releases

DATA ANALYSIS
Data Synthesis
- Collation of data
- Estimation of key figures
- Analysis of derived insights
Data Validation
- Triangulation with data models
- Reference against proprietary databases
- Corroboration with industry experts

REPORT WRITING
Qualitative
- Market drivers
- Market challenges
- Market trends
- Five forces analysis
Quantitative
- Market size and forecast
- Market segmentation
- Geographical insights
- Competitive landscape