自律型作物管理の世界市場 2024-2028

概要

自律型作物管理市場は2023-2028年に57億6,000万米ドル、予測期間中のCAGRは10.45%で成長すると予測されます。

当レポートでは、自律型作物管理市場の全体的な分析、市場規模・予測、動向、成長促進要因、課題、約25のベンダーを網羅したベンダー分析などを掲載しています。

当レポートでは、現在の市場シナリオ、最新動向と促進要因、市場環境全体に関する最新分析を提供しています。農業分野の生産性と効率性の向上への注目の高まり、農場での労働者不足、スマート農業への注目の高まりが市場を牽引しています。

本調査では、今後数年間の自律型作物管理市場の成長を促進する主な要因の1つとして、AIとMLの自律型作物管理への組み込みを挙げています。また、精密農業の人気の高まりと農業におけるロボットの配備の増加は、市場の大きな需要につながっています。

目次

第1章 エグゼクティブサマリー

• 市場概要

第2章 市場情勢

• 市場エコシステム

第3章 市場規模

• 市場の定義
• 市場セグメント分析
• 市場規模 2023
• 市場の見通し 2023-2028

第4章 市場規模実績

• 自律型作物管理の世界市場 2018-2022
• 部品セグメント分析 2018-2022
• 展開セグメント分析 2018-2022
• 地域別セグメント分析 2018-2022
• 国別セグメント分析 2018-2022

第5章 ファイブフォース分析

• ファイブフォースの要約
• 買い手の交渉力
• 供給企業の交渉力
• 新規参入業者の脅威
• 代替品の脅威
• 競争の脅威
• 市況

第6章 市場セグメンテーション：コンポーネント別

• 市場セグメント
• 比較：コンポーネント別
• ハードウェア：市場規模と予測 2023-2028
• ソフトウェア：市場規模と予測 2023-2028
• サービス：市場規模と予測 2023-2028
• 市場機会：コンポーネント別

第7章 市場セグメンテーション：展開別

• 市場セグメント
• 比較：展開別
• オンプレミス：市場規模と予測 2023-2028
• クラウドベース：市場規模と予測 2023-2028
• 市場機会：展開別

第8章 顧客情勢

• 顧客情勢の概要

第9章 地域別情勢

• 地域別セグメンテーション
• 地域別比較
• 北米：市場規模と予測 2023-2028
• 欧州：市場規模と予測 2023-2028
• アジア太平洋：市場規模と予測 2023-2028
• 南米：市場規模と予測 2023-2028
• 中東・アフリカ：市場規模と予測 2023-2028
• 米国：市場規模と予測 2023-2028
• ドイツ：市場規模と予測 2023-2028
• 中国：市場規模と予測 2023-2028
• オーストラリア：市場規模と予測 2023-2028
• 日本：市場規模と予測 2023-2028
• 市場機会：地域情勢別

第10章 促進要因、課題、および動向

• 市場促進要因
• 市場の課題
• 促進要因と課題の影響
• 市場動向

第11章 ベンダー情勢

• 概要
• ベンダー情勢
• 混乱の状況
• 業界のリスク

第12章 ベンダー分析

• 対象ベンダー
• ベンダーの市場ポジショニング
• Accenture Plc
• Agrivi d.o.o.
• Agvance
• Cisco Systems Inc.
• CNH Industrial NV
• Corteva Inc.
• CropX Technologies Ltd.
• International Business Machines Corp.
• Microsoft Corp.
• Oracle Corp.
• RELX Plc
• SAP SE
• Topcon Corp.
• Trimble Inc.
• Valmont Industries Inc.

第13章 付録

Exhibits:

• Exhibits1: Executive Summary - Chart on Market Overview
• Exhibits2: Executive Summary - Data Table on Market Overview
• Exhibits3: Executive Summary - Chart on Global Market Characteristics
• Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
• Exhibits5: Executive Summary - Chart on Market Segmentation by Component
• Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibits7: Executive Summary - Chart on Incremental Growth
• Exhibits8: Executive Summary - Data Table on Incremental Growth
• Exhibits9: Executive Summary - Chart on Vendor Market Positioning
• Exhibits10: Parent market
• Exhibits11: Market Characteristics
• Exhibits12: Offerings of vendors included in the market definition
• Exhibits13: Market segments
• Exhibits14: Chart on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibits15: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibits16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibits18: Historic Market Size - Data Table on global autonomous crop management market 2018 - 2022 ($ billion)
• Exhibits19: Historic Market Size - Component Segment 2018 - 2022 ($ billion)
• Exhibits20: Historic Market Size - Deployment Segment 2018 - 2022 ($ billion)
• Exhibits21: Historic Market Size - Geography Segment 2018 - 2022 ($ billion)
• Exhibits22: Historic Market Size - Country Segment 2018 - 2022 ($ billion)
• Exhibits23: Five forces analysis - Comparison between 2023 and 2028
• Exhibits24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
• Exhibits25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• Exhibits26: Threat of new entrants - Impact of key factors in 2023 and 2028
• Exhibits27: Threat of substitutes - Impact of key factors in 2023 and 2028
• Exhibits28: Threat of rivalry - Impact of key factors in 2023 and 2028
• Exhibits29: Chart on Market condition - Five forces 2023 and 2028
• Exhibits30: Chart on Component - Market share 2023-2028 (%)
• Exhibits31: Data Table on Component - Market share 2023-2028 (%)
• Exhibits32: Chart on Comparison by Component
• Exhibits33: Data Table on Comparison by Component
• Exhibits34: Chart on Hardware - Market size and forecast 2023-2028 ($ billion)
• Exhibits35: Data Table on Hardware - Market size and forecast 2023-2028 ($ billion)
• Exhibits36: Chart on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibits37: Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibits38: Chart on Software - Market size and forecast 2023-2028 ($ billion)
• Exhibits39: Data Table on Software - Market size and forecast 2023-2028 ($ billion)
• Exhibits40: Chart on Software - Year-over-year growth 2023-2028 (%)
• Exhibits41: Data Table on Software - Year-over-year growth 2023-2028 (%)
• Exhibits42: Chart on Services - Market size and forecast 2023-2028 ($ billion)
• Exhibits43: Data Table on Services - Market size and forecast 2023-2028 ($ billion)
• Exhibits44: Chart on Services - Year-over-year growth 2023-2028 (%)
• Exhibits45: Data Table on Services - Year-over-year growth 2023-2028 (%)
• Exhibits46: Market opportunity by Component ($ billion)
• Exhibits47: Data Table on Market opportunity by Component ($ billion)
• Exhibits48: Chart on Deployment - Market share 2023-2028 (%)
• Exhibits49: Data Table on Deployment - Market share 2023-2028 (%)
• Exhibits50: Chart on Comparison by Deployment
• Exhibits51: Data Table on Comparison by Deployment
• Exhibits52: Chart on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibits53: Data Table on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibits54: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits55: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibits56: Chart on Cloud-based - Market size and forecast 2023-2028 ($ billion)
• Exhibits57: Data Table on Cloud-based - Market size and forecast 2023-2028 ($ billion)
• Exhibits58: Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
• Exhibits59: Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
• Exhibits60: Market opportunity by Deployment ($ billion)
• Exhibits61: Data Table on Market opportunity by Deployment ($ billion)
• Exhibits62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• Exhibits63: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits64: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• Exhibits65: Chart on Geographic comparison
• Exhibits66: Data Table on Geographic comparison
• Exhibits67: Chart on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibits68: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibits69: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibits70: Data Table on North America - Year-over-year growth 2023-2028 (%)
• Exhibits71: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibits72: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibits73: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits74: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• Exhibits75: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibits76: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibits77: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits78: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• Exhibits79: Chart on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibits80: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibits81: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibits82: Data Table on South America - Year-over-year growth 2023-2028 (%)
• Exhibits83: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibits84: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibits85: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits86: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibits87: Chart on US - Market size and forecast 2023-2028 ($ billion)
• Exhibits88: Data Table on US - Market size and forecast 2023-2028 ($ billion)
• Exhibits89: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibits90: Data Table on US - Year-over-year growth 2023-2028 (%)
• Exhibits91: Chart on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibits92: Data Table on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibits93: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits94: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• Exhibits95: Chart on China - Market size and forecast 2023-2028 ($ billion)
• Exhibits96: Data Table on China - Market size and forecast 2023-2028 ($ billion)
• Exhibits97: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibits98: Data Table on China - Year-over-year growth 2023-2028 (%)
• Exhibits99: Chart on Australia - Market size and forecast 2023-2028 ($ billion)
• Exhibits100: Data Table on Australia - Market size and forecast 2023-2028 ($ billion)
• Exhibits101: Chart on Australia - Year-over-year growth 2023-2028 (%)
• Exhibits102: Data Table on Australia - Year-over-year growth 2023-2028 (%)
• Exhibits103: Chart on Japan - Market size and forecast 2023-2028 ($ billion)
• Exhibits104: Data Table on Japan - Market size and forecast 2023-2028 ($ billion)
• Exhibits105: Chart on Japan - Year-over-year growth 2023-2028 (%)
• Exhibits106: Data Table on Japan - Year-over-year growth 2023-2028 (%)
• Exhibits107: Market opportunity By Geographical Landscape ($ billion)
• Exhibits108: Data Tables on Market opportunity By Geographical Landscape ($ billion)
• Exhibits109: Impact of drivers and challenges in 2023 and 2028
• Exhibits110: Overview on Criticality of inputs and Factors of differentiation
• Exhibits111: Overview on factors of disruption
• Exhibits112: Impact of key risks on business
• Exhibits113: Vendors covered
• Exhibits114: Matrix on vendor position and classification
• Exhibits115: Accenture Plc - Overview
• Exhibits116: Accenture Plc - Business segments
• Exhibits117: Accenture Plc - Key news
• Exhibits118: Accenture Plc - Key offerings
• Exhibits119: Accenture Plc - Segment focus
• Exhibits120: Agrivi d.o.o. - Overview
• Exhibits121: Agrivi d.o.o. - Product / Service
• Exhibits122: Agrivi d.o.o. - Key offerings
• Exhibits123: Agvance - Overview
• Exhibits124: Agvance - Product / Service
• Exhibits125: Agvance - Key offerings
• Exhibits126: Cisco Systems Inc. - Overview
• Exhibits127: Cisco Systems Inc. - Business segments
• Exhibits128: Cisco Systems Inc. - Key news
• Exhibits129: Cisco Systems Inc. - Key offerings
• Exhibits130: Cisco Systems Inc. - Segment focus
• Exhibits131: CNH Industrial NV - Overview
• Exhibits132: CNH Industrial NV - Business segments
• Exhibits133: CNH Industrial NV - Key news
• Exhibits134: CNH Industrial NV - Key offerings
• Exhibits135: CNH Industrial NV - Segment focus
• Exhibits136: Corteva Inc. - Overview
• Exhibits137: Corteva Inc. - Business segments
• Exhibits138: Corteva Inc. - Key news
• Exhibits139: Corteva Inc. - Key offerings
• Exhibits140: Corteva Inc. - Segment focus
• Exhibits141: CropX Technologies Ltd. - Overview
• Exhibits142: CropX Technologies Ltd. - Product / Service
• Exhibits143: CropX Technologies Ltd. - Key offerings
• Exhibits144: International Business Machines Corp. - Overview
• Exhibits145: International Business Machines Corp. - Business segments
• Exhibits146: International Business Machines Corp. - Key news
• Exhibits147: International Business Machines Corp. - Key offerings
• Exhibits148: International Business Machines Corp. - Segment focus
• Exhibits149: Microsoft Corp. - Overview
• Exhibits150: Microsoft Corp. - Business segments
• Exhibits151: Microsoft Corp. - Key news
• Exhibits152: Microsoft Corp. - Key offerings
• Exhibits153: Microsoft Corp. - Segment focus
• Exhibits154: Oracle Corp. - Overview
• Exhibits155: Oracle Corp. - Business segments
• Exhibits156: Oracle Corp. - Key news
• Exhibits157: Oracle Corp. - Key offerings
• Exhibits158: Oracle Corp. - Segment focus
• Exhibits159: RELX Plc - Overview
• Exhibits160: RELX Plc - Business segments
• Exhibits161: RELX Plc - Key offerings
• Exhibits162: RELX Plc - Segment focus
• Exhibits163: SAP SE - Overview
• Exhibits164: SAP SE - Business segments
• Exhibits165: SAP SE - Key news
• Exhibits166: SAP SE - Key offerings
• Exhibits167: SAP SE - Segment focus
• Exhibits168: Topcon Corp. - Overview
• Exhibits169: Topcon Corp. - Business segments
• Exhibits170: Topcon Corp. - Key news
• Exhibits171: Topcon Corp. - Key offerings
• Exhibits172: Topcon Corp. - Segment focus
• Exhibits173: Trimble Inc. - Overview
• Exhibits174: Trimble Inc. - Business segments
• Exhibits175: Trimble Inc. - Key offerings
• Exhibits176: Trimble Inc. - Segment focus
• Exhibits177: Valmont Industries Inc. - Overview
• Exhibits178: Valmont Industries Inc. - Business segments
• Exhibits179: Valmont Industries Inc. - Key news
• Exhibits180: Valmont Industries Inc. - Key offerings
• Exhibits181: Valmont Industries Inc. - Segment focus
• Exhibits182: Inclusions checklist
• Exhibits183: Exclusions checklist
• Exhibits184: Currency conversion rates for US$
• Exhibits185: Research methodology
• Exhibits186: Validation techniques employed for market sizing
• Exhibits187: Information sources
• Exhibits188: List of abbreviations

Abstract

The autonomous crop management market is forecasted to grow by USD 5.76 bn during 2023-2028, accelerating at a CAGR of 10.45% during the forecast period. The report on the autonomous crop management 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 growing focus on increasing productivity and efficiency in agriculture sector, shortage of workers on farms, and increasing focus on smart farming.

Technavio's autonomous crop management market is segmented as below:

By Component

• Hardware
• Software
• Services

By Deployment

• On-premises
• Cloud-based

By Geographical Landscape

• North America
• Europe
• APAC
• South America
• Middle East and Africa

This study identifies the incorporation of AI and ML into autonomous crop management as one of the prime reasons driving the autonomous crop management market growth during the next few years. Also, growing popularity of precision farming and increasing deployment of robots in agriculture will lead to sizable demand in the market.

The report on the autonomous crop management market covers the following areas:

• Autonomous crop management market sizing
• Autonomous crop management market forecast
• Autonomous crop management 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 autonomous crop management market vendors that include Accenture Plc, Agrivi d.o.o., Agvance, Agworld Pty Ltd., Cisco Systems Inc., CNH Industrial NV, Conservis Corp., Corteva Inc., Cropin Technology Solutions Pvt. Ltd., CropX Technologies Ltd., DRAGONFLY IT, International Business Machines Corp., Microsoft Corp., Oracle Corp., RELX Plc, SAP SE, Shivrai Technologies Pvt. Ltd., Topcon Corp., Trimble Inc., and Valmont Industries Inc.. Also, the autonomous crop management 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 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 an analysis of the key vendors.

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 research - both primary and secondary. 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 the accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
• Exhibit 01: Executive Summary - Chart on Market Overview
• Exhibit 02: Executive Summary - Data Table on Market Overview
• Exhibit 03: Executive Summary - Chart on Global Market Characteristics
• Exhibit 04: Executive Summary - Chart on Market By Geographical Landscape
• Exhibit 05: Executive Summary - Chart on Market Segmentation by Component
• Exhibit 06: Executive Summary - Chart on Market Segmentation by Deployment
• Exhibit 07: Executive Summary - Chart on Incremental Growth
• Exhibit 08: Executive Summary - Data Table on Incremental Growth
• Exhibit 09: Executive Summary - Chart on Vendor Market Positioning

2 Market Landscape

• 2.1 Market ecosystem
• Exhibit 10: Parent market
• Exhibit 11: Market Characteristics

3 Market Sizing

• 3.1 Market definition
• Exhibit 12: Offerings of vendors included in the market definition
• 3.2 Market segment analysis
• Exhibit 13: Market segments
• 3.3 Market size 2023
• 3.4 Market outlook: Forecast for 2023-2028
• Exhibit 14: Chart on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibit 15: Data Table on Global - Market size and forecast 2023-2028 ($ billion)
• Exhibit 16: Chart on Global Market: Year-over-year growth 2023-2028 (%)
• Exhibit 17: Data Table on Global Market: Year-over-year growth 2023-2028 (%)

4 Historic Market Size

• 4.1 Global autonomous crop management market 2018 - 2022
• Exhibit 18: Historic Market Size - Data Table on global autonomous crop management market 2018 - 2022 ($ billion)
• 4.2 Component Segment Analysis 2018 - 2022
• Exhibit 19: Historic Market Size - Component Segment 2018 - 2022 ($ billion)
• 4.3 Deployment Segment Analysis 2018 - 2022
• Exhibit 20: Historic Market Size - Deployment Segment 2018 - 2022 ($ billion)
• 4.4 Geography Segment Analysis 2018 - 2022
• Exhibit 21: Historic Market Size - Geography Segment 2018 - 2022 ($ billion)
• 4.5 Country Segment Analysis 2018 - 2022
• Exhibit 22: Historic Market Size - Country Segment 2018 - 2022 ($ billion)

5 Five Forces Analysis

• 5.1 Five forces summary
• Exhibit 23: Five forces analysis - Comparison between 2023 and 2028
• 5.2 Bargaining power of buyers
• Exhibit 24: Chart on Bargaining power of buyers - Impact of key factors 2023 and 2028
• 5.3 Bargaining power of suppliers
• Exhibit 25: Bargaining power of suppliers - Impact of key factors in 2023 and 2028
• 5.4 Threat of new entrants
• Exhibit 26: Threat of new entrants - Impact of key factors in 2023 and 2028
• 5.5 Threat of substitutes
• Exhibit 27: Threat of substitutes - Impact of key factors in 2023 and 2028
• 5.6 Threat of rivalry
• Exhibit 28: Threat of rivalry - Impact of key factors in 2023 and 2028
• 5.7 Market condition
• Exhibit 29: Chart on Market condition - Five forces 2023 and 2028

6 Market Segmentation by Component

• 6.1 Market segments
• Exhibit 30: Chart on Component - Market share 2023-2028 (%)
• Exhibit 31: Data Table on Component - Market share 2023-2028 (%)
• 6.2 Comparison by Component
• Exhibit 32: Chart on Comparison by Component
• Exhibit 33: Data Table on Comparison by Component
• 6.3 Hardware - Market size and forecast 2023-2028
• Exhibit 34: Chart on Hardware - Market size and forecast 2023-2028 ($ billion)
• Exhibit 35: Data Table on Hardware - Market size and forecast 2023-2028 ($ billion)
• Exhibit 36: Chart on Hardware - Year-over-year growth 2023-2028 (%)
• Exhibit 37: Data Table on Hardware - Year-over-year growth 2023-2028 (%)
• 6.4 Software - Market size and forecast 2023-2028
• Exhibit 38: Chart on Software - Market size and forecast 2023-2028 ($ billion)
• Exhibit 39: Data Table on Software - Market size and forecast 2023-2028 ($ billion)
• Exhibit 40: Chart on Software - Year-over-year growth 2023-2028 (%)
• Exhibit 41: Data Table on Software - Year-over-year growth 2023-2028 (%)
• 6.5 Services - Market size and forecast 2023-2028
• Exhibit 42: Chart on Services - Market size and forecast 2023-2028 ($ billion)
• Exhibit 43: Data Table on Services - Market size and forecast 2023-2028 ($ billion)
• Exhibit 44: Chart on Services - Year-over-year growth 2023-2028 (%)
• Exhibit 45: Data Table on Services - Year-over-year growth 2023-2028 (%)
• 6.6 Market opportunity by Component
• Exhibit 46: Market opportunity by Component ($ billion)
• Exhibit 47: Data Table on Market opportunity by Component ($ billion)

7 Market Segmentation by Deployment

• 7.1 Market segments
• Exhibit 48: Chart on Deployment - Market share 2023-2028 (%)
• Exhibit 49: Data Table on Deployment - Market share 2023-2028 (%)
• 7.2 Comparison by Deployment
• Exhibit 50: Chart on Comparison by Deployment
• Exhibit 51: Data Table on Comparison by Deployment
• 7.3 On-premises - Market size and forecast 2023-2028
• Exhibit 52: Chart on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibit 53: Data Table on On-premises - Market size and forecast 2023-2028 ($ billion)
• Exhibit 54: Chart on On-premises - Year-over-year growth 2023-2028 (%)
• Exhibit 55: Data Table on On-premises - Year-over-year growth 2023-2028 (%)
• 7.4 Cloud-based - Market size and forecast 2023-2028
• Exhibit 56: Chart on Cloud-based - Market size and forecast 2023-2028 ($ billion)
• Exhibit 57: Data Table on Cloud-based - Market size and forecast 2023-2028 ($ billion)
• Exhibit 58: Chart on Cloud-based - Year-over-year growth 2023-2028 (%)
• Exhibit 59: Data Table on Cloud-based - Year-over-year growth 2023-2028 (%)
• 7.5 Market opportunity by Deployment
• Exhibit 60: Market opportunity by Deployment ($ billion)
• Exhibit 61: Data Table on Market opportunity by Deployment ($ billion)

8 Customer Landscape

• 8.1 Customer landscape overview
• Exhibit 62: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

9 Geographic Landscape

• 9.1 Geographic segmentation
• Exhibit 63: Chart on Market share By Geographical Landscape 2023-2028 (%)
• Exhibit 64: Data Table on Market share By Geographical Landscape 2023-2028 (%)
• 9.2 Geographic comparison
• Exhibit 65: Chart on Geographic comparison
• Exhibit 66: Data Table on Geographic comparison
• 9.3 North America - Market size and forecast 2023-2028
• Exhibit 67: Chart on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 68: Data Table on North America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 69: Chart on North America - Year-over-year growth 2023-2028 (%)
• Exhibit 70: Data Table on North America - Year-over-year growth 2023-2028 (%)
• 9.4 Europe - Market size and forecast 2023-2028
• Exhibit 71: Chart on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibit 72: Data Table on Europe - Market size and forecast 2023-2028 ($ billion)
• Exhibit 73: Chart on Europe - Year-over-year growth 2023-2028 (%)
• Exhibit 74: Data Table on Europe - Year-over-year growth 2023-2028 (%)
• 9.5 APAC - Market size and forecast 2023-2028
• Exhibit 75: Chart on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibit 76: Data Table on APAC - Market size and forecast 2023-2028 ($ billion)
• Exhibit 77: Chart on APAC - Year-over-year growth 2023-2028 (%)
• Exhibit 78: Data Table on APAC - Year-over-year growth 2023-2028 (%)
• 9.6 South America - Market size and forecast 2023-2028
• Exhibit 79: Chart on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 80: Data Table on South America - Market size and forecast 2023-2028 ($ billion)
• Exhibit 81: Chart on South America - Year-over-year growth 2023-2028 (%)
• Exhibit 82: Data Table on South America - Year-over-year growth 2023-2028 (%)
• 9.7 Middle East and Africa - Market size and forecast 2023-2028
• Exhibit 83: Chart on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibit 84: Data Table on Middle East and Africa - Market size and forecast 2023-2028 ($ billion)
• Exhibit 85: Chart on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• Exhibit 86: Data Table on Middle East and Africa - Year-over-year growth 2023-2028 (%)
• 9.8 US - Market size and forecast 2023-2028
• Exhibit 87: Chart on US - Market size and forecast 2023-2028 ($ billion)
• Exhibit 88: Data Table on US - Market size and forecast 2023-2028 ($ billion)
• Exhibit 89: Chart on US - Year-over-year growth 2023-2028 (%)
• Exhibit 90: Data Table on US - Year-over-year growth 2023-2028 (%)
• 9.9 Germany - Market size and forecast 2023-2028
• Exhibit 91: Chart on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibit 92: Data Table on Germany - Market size and forecast 2023-2028 ($ billion)
• Exhibit 93: Chart on Germany - Year-over-year growth 2023-2028 (%)
• Exhibit 94: Data Table on Germany - Year-over-year growth 2023-2028 (%)
• 9.10 China - Market size and forecast 2023-2028
• Exhibit 95: Chart on China - Market size and forecast 2023-2028 ($ billion)
• Exhibit 96: Data Table on China - Market size and forecast 2023-2028 ($ billion)
• Exhibit 97: Chart on China - Year-over-year growth 2023-2028 (%)
• Exhibit 98: Data Table on China - Year-over-year growth 2023-2028 (%)
• 9.11 Australia - Market size and forecast 2023-2028
• Exhibit 99: Chart on Australia - Market size and forecast 2023-2028 ($ billion)
• Exhibit 100: Data Table on Australia - Market size and forecast 2023-2028 ($ billion)
• Exhibit 101: Chart on Australia - Year-over-year growth 2023-2028 (%)
• Exhibit 102: Data Table on Australia - Year-over-year growth 2023-2028 (%)
• 9.12 Japan - Market size and forecast 2023-2028
• Exhibit 103: Chart on Japan - Market size and forecast 2023-2028 ($ billion)
• Exhibit 104: Data Table on Japan - Market size and forecast 2023-2028 ($ billion)
• Exhibit 105: Chart on Japan - Year-over-year growth 2023-2028 (%)
• Exhibit 106: Data Table on Japan - Year-over-year growth 2023-2028 (%)
• 9.13 Market opportunity By Geographical Landscape
• Exhibit 107: Market opportunity By Geographical Landscape ($ billion)
• Exhibit 108: Data Tables on Market opportunity By Geographical Landscape ($ billion)

10 Drivers, Challenges, and Trends

• 10.1 Market drivers
• 10.2 Market challenges
• 10.3 Impact of drivers and challenges
• Exhibit 109: Impact of drivers and challenges in 2023 and 2028
• 10.4 Market trends

11 Vendor Landscape

• 11.1 Overview
• 11.2 Vendor landscape
• Exhibit 110: Overview on Criticality of inputs and Factors of differentiation
• 11.3 Landscape disruption
• Exhibit 111: Overview on factors of disruption
• 11.4 Industry risks
• Exhibit 112: Impact of key risks on business

12 Vendor Analysis

• 12.1 Vendors covered
• Exhibit 113: Vendors covered
• 12.2 Market positioning of vendors
• Exhibit 114: Matrix on vendor position and classification
• 12.3 Accenture Plc
• Exhibit 115: Accenture Plc - Overview
• Exhibit 116: Accenture Plc - Business segments
• Exhibit 117: Accenture Plc - Key news
• Exhibit 118: Accenture Plc - Key offerings
• Exhibit 119: Accenture Plc - Segment focus
• 12.4 Agrivi d.o.o.
• Exhibit 120: Agrivi d.o.o. - Overview
• Exhibit 121: Agrivi d.o.o. - Product / Service
• Exhibit 122: Agrivi d.o.o. - Key offerings
• 12.5 Agvance
• Exhibit 123: Agvance - Overview
• Exhibit 124: Agvance - Product / Service
• Exhibit 125: Agvance - Key offerings
• 12.6 Cisco Systems Inc.
• Exhibit 126: Cisco Systems Inc. - Overview
• Exhibit 127: Cisco Systems Inc. - Business segments
• Exhibit 128: Cisco Systems Inc. - Key news
• Exhibit 129: Cisco Systems Inc. - Key offerings
• Exhibit 130: Cisco Systems Inc. - Segment focus
• 12.7 CNH Industrial NV
• Exhibit 131: CNH Industrial NV - Overview
• Exhibit 132: CNH Industrial NV - Business segments
• Exhibit 133: CNH Industrial NV - Key news
• Exhibit 134: CNH Industrial NV - Key offerings
• Exhibit 135: CNH Industrial NV - Segment focus
• 12.8 Corteva Inc.
• Exhibit 136: Corteva Inc. - Overview
• Exhibit 137: Corteva Inc. - Business segments
• Exhibit 138: Corteva Inc. - Key news
• Exhibit 139: Corteva Inc. - Key offerings
• Exhibit 140: Corteva Inc. - Segment focus
• 12.9 CropX Technologies Ltd.
• Exhibit 141: CropX Technologies Ltd. - Overview
• Exhibit 142: CropX Technologies Ltd. - Product / Service
• Exhibit 143: CropX Technologies Ltd. - Key offerings
• 12.10 International Business Machines Corp.
• Exhibit 144: International Business Machines Corp. - Overview
• Exhibit 145: International Business Machines Corp. - Business segments
• Exhibit 146: International Business Machines Corp. - Key news
• Exhibit 147: International Business Machines Corp. - Key offerings
• Exhibit 148: International Business Machines Corp. - Segment focus
• 12.11 Microsoft Corp.
• Exhibit 149: Microsoft Corp. - Overview
• Exhibit 150: Microsoft Corp. - Business segments
• Exhibit 151: Microsoft Corp. - Key news
• Exhibit 152: Microsoft Corp. - Key offerings
• Exhibit 153: Microsoft Corp. - Segment focus
• 12.12 Oracle Corp.
• Exhibit 154: Oracle Corp. - Overview
• Exhibit 155: Oracle Corp. - Business segments
• Exhibit 156: Oracle Corp. - Key news
• Exhibit 157: Oracle Corp. - Key offerings
• Exhibit 158: Oracle Corp. - Segment focus
• 12.13 RELX Plc
• Exhibit 159: RELX Plc - Overview
• Exhibit 160: RELX Plc - Business segments
• Exhibit 161: RELX Plc - Key offerings
• Exhibit 162: RELX Plc - Segment focus
• 12.14 SAP SE
• Exhibit 163: SAP SE - Overview
• Exhibit 164: SAP SE - Business segments
• Exhibit 165: SAP SE - Key news
• Exhibit 166: SAP SE - Key offerings
• Exhibit 167: SAP SE - Segment focus
• 12.15 Topcon Corp.
• Exhibit 168: Topcon Corp. - Overview
• Exhibit 169: Topcon Corp. - Business segments
• Exhibit 170: Topcon Corp. - Key news
• Exhibit 171: Topcon Corp. - Key offerings
• Exhibit 172: Topcon Corp. - Segment focus
• 12.16 Trimble Inc.
• Exhibit 173: Trimble Inc. - Overview
• Exhibit 174: Trimble Inc. - Business segments
• Exhibit 175: Trimble Inc. - Key offerings
• Exhibit 176: Trimble Inc. - Segment focus
• 12.17 Valmont Industries Inc.
• Exhibit 177: Valmont Industries Inc. - Overview
• Exhibit 178: Valmont Industries Inc. - Business segments
• Exhibit 179: Valmont Industries Inc. - Key news
• Exhibit 180: Valmont Industries Inc. - Key offerings
• Exhibit 181: Valmont Industries Inc. - Segment focus

13 Appendix

• 13.1 Scope of the report
• 13.2 Inclusions and exclusions checklist
• Exhibit 182: Inclusions checklist
• Exhibit 183: Exclusions checklist
• 13.3 Currency conversion rates for US$
• Exhibit 184: Currency conversion rates for US$
• 13.4 Research methodology
• Exhibit 185: Research methodology
• Exhibit 186: Validation techniques employed for market sizing
• Exhibit 187: Information sources
• 13.5 List of abbreviations
• Exhibit 188: List of abbreviations