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세계의 농업용 인공지능(AI) 시장 예측(-2027년) : 기술별, 제품별, 용도별, 지역별 - COVID-19의 누적 영향

Artificial Intelligence in Agriculture Market Research Report by Technology, Offering, Application, Region - Global Forecast to 2027 - Cumulative Impact of COVID-19

리서치사 360iResearch LLP
발행일 2022년 06월 상품코드 1089738
페이지 정보 영문 184 Pages 배송안내 1-2일 (영업일 기준)
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세계의 농업용 인공지능(AI) 시장 예측(-2027년) : 기술별, 제품별, 용도별, 지역별 - COVID-19의 누적 영향 Artificial Intelligence in Agriculture Market Research Report by Technology, Offering, Application, Region - Global Forecast to 2027 - Cumulative Impact of COVID-19
발행일 : 2022년 06월 페이지 정보 : 영문 184 Pages

본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문목차를 참고해주시기 바랍니다.

세계의 농업용 인공지능(AI) 시장 규모는 25.12%의 연평균 복합 성장률(CAGR)로 확대되어 2027년까지 27억 6,782만 달러에 달할 것으로 예측됩니다.

세계의 농업용 인공지능(AI) 시장에 대해 조사했으며, 시장 성장 촉진요인 및 억제요인, 시장 기회, 과제, 기술별·제품별·용도별·지역별 시장 분석, 경쟁 구도, 기업 프로파일 등의 정보를 담았습니다.

목차

제1장 서문

  • 조사 목적
  • 시장 세분화와 범위
  • 조사 대상 기간
  • 통화와 가격
  • 언어
  • 제한사항
  • 전제조건
  • 이해관계자

제2장 조사 방법

제3장 개요

제4장 시장 개요

제5장 시장 인사이트

  • 시장 역학
    • 성장 촉진요인
    • 성장 억제요인
    • 시장 기회
    • 과제
  • COVID-19의 누적 영향

제6장 농업용 인공지능(AI) : 기술별

  • 컴퓨터 비전
  • 머신러닝
  • 예측 분석

제7장 농업용 인공지능(AI) : 제품별

  • AI-as-a-Service
  • 하드웨어
  • 서비스
  • 소프트웨어

제8장 농업용 인공지능(AI) : 용도별

  • 농업 로봇
  • 드론 분석
  • 근태 관리
  • 가축 모니터링
  • 기타
  • 정밀농업

제9장 아메리카의 농업용 인공지능(AI)

  • 아르헨티나
  • 브라질
  • 캐나다
  • 멕시코
  • 미국

제10장 아시아태평양의 농업용 인공지능(AI)

  • 호주
  • 중국
  • 인도
  • 인도네시아
  • 일본
  • 말레이시아
  • 필리핀
  • 싱가포르
  • 한국
  • 대만
  • 태국

제11장 유럽, 중동 및 아프리카의 농업용 인공지능(AI)

  • 프랑스
  • 독일
  • 이탈리아
  • 네덜란드
  • 카타르
  • 러시아
  • 사우디아라비아
  • 남아프리카공화국
  • 스페인
  • 아랍에미리트(UAE)
  • 영국

제12장 경쟁 구도

  • FPNV 포지셔닝 매트릭스
    • 상한
    • 사업 전략
    • 제품 만족도
  • 시장 순위 분석
  • 시장 점유율 분석 : 주요 기업별
  • 경쟁 시나리오
    • 인수합병(M&A)
    • 합의/협업/파트너십
    • 신제품 출시 및 개선
    • 투자 및 펀딩
    • 수상/인정/확장

제13장 기업 개요

  • AgEagle Aerial Systems
  • aWhere, Inc.
  • Cainthus Corp.
  • Climate Corporation
  • CropX Ltd
  • Deere & Company
  • Descartes Labs, Inc.
  • FarmBot
  • Farmers Edge Inc.
  • Gamaya SA
  • IBM Corporation
  • Microsoft Corporation
  • Prospera Technologies Ltd.
  • Taranis SA
  • Trace Genomics, Inc.
  • Tule Technologies Inc.
  • Vineview

제14장 부록

  • 디스커션 가이드
  • 라이선스와 가격
LSH 22.06.23

LIST OF FIGURES

  • FIGURE 1. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: DYNAMICS
  • FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2021 VS 2027 (%)
  • FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2021 VS 2027 (USD MILLION)
  • FIGURE 4. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2027
  • FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, 2019-2027 (USD MILLION)
  • FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, 2019-2027 (USD MILLION)
  • FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, 2019-2027 (USD MILLION)
  • FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2021 VS 2027 (%)
  • FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2021 VS 2027 (USD MILLION)
  • FIGURE 13. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2027
  • FIGURE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, 2019-2027 (USD MILLION)
  • FIGURE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, 2019-2027 (USD MILLION)
  • FIGURE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, 2019-2027 (USD MILLION)
  • FIGURE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, 2019-2027 (USD MILLION)
  • FIGURE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2021 VS 2027 (%)
  • FIGURE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2021 VS 2027 (USD MILLION)
  • FIGURE 24. COMPETITIVE STRATEGIC WINDOW FOR GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2027
  • FIGURE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, 2019-2027 (USD MILLION)
  • FIGURE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, 2019-2027 (USD MILLION)
  • FIGURE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, 2019-2027 (USD MILLION)
  • FIGURE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, 2019-2027 (USD MILLION)
  • FIGURE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, 2019-2027 (USD MILLION)
  • FIGURE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, 2019-2027 (USD MILLION)
  • FIGURE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2021 VS 2027 (USD MILLION)
  • FIGURE 37. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 38. ARGENTINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 39. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 40. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 41. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 42. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 43. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 44. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 45. CHINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 46. INDIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 47. INDONESIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 48. JAPAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 49. MALAYSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 50. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 51. SINGAPORE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 52. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 53. TAIWAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 54. THAILAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 55. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 56. FRANCE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 57. GERMANY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 58. ITALY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 59. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 60. QATAR ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 61. RUSSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 62. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 63. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 64. SPAIN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 65. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 66. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • FIGURE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: FPNV POSITIONING MATRIX
  • FIGURE 68. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: SHARE, BY KEY PLAYER, 2021
  • FIGURE 69. COMPETITIVE SCENARIO ANALYSIS IN GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET, BY TYPE

LIST OF TABLES

  • TABLE 1. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2016-2020
  • TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2019-2027 (USD MILLION)
  • TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 5. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 6. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 7. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 8. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 10. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 11. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 12. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 13. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY MACHINE LEARNING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 15. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 16. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 17. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 18. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PREDICTIVE ANALYTICS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OFFERING, 2019-2027 (USD MILLION)
  • TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 21. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 22. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 23. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 24. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AI-AS-A-SERVICE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 26. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 27. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 28. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 29. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY HARDWARE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 31. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 32. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 33. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 34. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SERVICES, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 36. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 37. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 38. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 39. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY SOFTWARE, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY APPLICATION, 2019-2027 (USD MILLION)
  • TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 42. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 43. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 44. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 45. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY AGRICULTURE ROBOTS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 47. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 48. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 49. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 50. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY DRONE ANALYTICS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 52. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 53. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 54. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 55. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LABOR MANAGEMENT, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 57. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 58. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 59. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 60. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 62. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 63. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 64. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 65. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY OTHERS, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY REGION, 2019-2027 (USD MILLION)
  • TABLE 67. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 68. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY STATE, 2019-2027 (USD MILLION)
  • TABLE 69. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 70. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, BY PRECISION FARMING, BY COUNTRY, 2019-2027 (USD MILLION)
  • TABLE 71. AMERICAS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 72. ARGENTINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 73. BRAZIL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 74. CANADA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 75. MEXICO ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 76. UNITED STATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 77. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 78. AUSTRALIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 79. CHINA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 80. INDIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 81. INDONESIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 82. JAPAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 83. MALAYSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 84. PHILIPPINES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 85. SINGAPORE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 86. SOUTH KOREA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 87. TAIWAN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 88. THAILAND ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 89. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 90. FRANCE ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 91. GERMANY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 92. ITALY ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 93. NETHERLANDS ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 94. QATAR ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 95. RUSSIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 96. SAUDI ARABIA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 97. SOUTH AFRICA ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 98. SPAIN ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 99. UNITED ARAB EMIRATES ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 100. UNITED KINGDOM ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET SIZE, 2019-2027 (USD MILLION)
  • TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: SCORES
  • TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: BUSINESS STRATEGY
  • TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: PRODUCT SATISFACTION
  • TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: RANKING
  • TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: SHARE, BY KEY PLAYER, 2021
  • TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: MERGER & ACQUISITION
  • TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: AGREEMENT, COLLABORATION, & PARTNERSHIP
  • TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: NEW PRODUCT LAUNCH & ENHANCEMENT
  • TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: INVESTMENT & FUNDING
  • TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: AWARD, RECOGNITION, & EXPANSION
  • TABLE 111. GLOBAL ARTIFICIAL INTELLIGENCE IN AGRICULTURE MARKET: LICENSE & PRICING

The Global Artificial Intelligence in Agriculture Market grew USD 2,767.82 million by 2027, at a CAGR of 25.12%.

The Global Artificial Intelligence in Agriculture Market size was estimated at USD 721.23 million in 2021 and expected to reach USD 900.59 million in 2022, and is projected to grow at a CAGR 25.12% to reach USD 2,767.82 million by 2027.

Market Statistics:

The report provides market sizing and forecast across five major currencies - USD, EUR, JPY, GBP, AUD, CAD, and CHF. It helps organization leaders make better decisions when currency exchange data is readily available. In this report, the years 2019 and 2020 are considered historical years, 2021 as the base year, 2022 as the estimated year, and years from 2023 to 2027 are considered the forecast period.

Market Segmentation & Coverage:

This research report categorizes the Artificial Intelligence in Agriculture to forecast the revenues and analyze the trends in each of the following sub-markets:

Based on Technology, the market was studied across Computer Vision, Machine Learning, and Predictive Analytics.

Based on Offering, the market was studied across AI-as-a-Service, Hardware, Services, and Software.

Based on Application, the market was studied across Agriculture Robots, Drone Analytics, Labor Management, Livestock Monitoring, Others, and Precision Farming.

Based on Region, the market was studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, and Thailand. The Europe, Middle East & Africa is further studied across France, Germany, Italy, Netherlands, Qatar, Russia, Saudi Arabia, South Africa, Spain, United Arab Emirates, and United Kingdom.

Cumulative Impact of COVID-19:

COVID-19 is an incomparable global public health emergency that has affected almost every industry, and the long-term effects are projected to impact the industry growth during the forecast period. Our ongoing research amplifies our research framework to ensure the inclusion of underlying COVID-19 issues and potential paths forward. The report delivers insights on COVID-19 considering the changes in consumer behavior and demand, purchasing patterns, re-routing of the supply chain, dynamics of current market forces, and the significant interventions of governments. The updated study provides insights, analysis, estimations, and forecasts, considering the COVID-19 impact on the market.

Cumulative Impact of 2022 Russia Ukraine Conflict:

We continuously monitor and update reports on political and economic uncertainty due to the Russian invasion of Ukraine. Negative impacts are significantly foreseen globally, especially across Eastern Europe, European Union, Eastern & Central Asia, and the United States. This contention has severely affected lives and livelihoods and represents far-reaching disruptions in trade dynamics. The potential effects of ongoing war and uncertainty in Eastern Europe are expected to have an adverse impact on the world economy, with especially long-term harsh effects on Russia.This report uncovers the impact of demand & supply, pricing variants, strategic uptake of vendors, and recommendations for Artificial Intelligence in Agriculture market considering the current update on the conflict and its global response.

Competitive Strategic Window:

The Competitive Strategic Window analyses the competitive landscape in terms of markets, applications, and geographies to help the vendor define an alignment or fit between their capabilities and opportunities for future growth prospects. It describes the optimal or favorable fit for the vendors to adopt successive merger and acquisition strategies, geography expansion, research & development, and new product introduction strategies to execute further business expansion and growth during a forecast period.

FPNV Positioning Matrix:

The FPNV Positioning Matrix evaluates and categorizes the vendors in the Artificial Intelligence in Agriculture Market based on Business Strategy (Business Growth, Industry Coverage, Financial Viability, and Channel Support) and Product Satisfaction (Value for Money, Ease of Use, Product Features, and Customer Support) that aids businesses in better decision making and understanding the competitive landscape.

Market Share Analysis:

The Market Share Analysis offers the analysis of vendors considering their contribution to the overall market. It provides the idea of its revenue generation into the overall market compared to other vendors in the space. It provides insights into how vendors are performing in terms of revenue generation and customer base compared to others. Knowing market share offers an idea of the size and competitiveness of the vendors for the base year. It reveals the market characteristics in terms of accumulation, fragmentation, dominance, and amalgamation traits.

Competitive Scenario:

The Competitive Scenario provides an outlook analysis of the various business growth strategies adopted by the vendors. The news covered in this section deliver valuable thoughts at the different stage while keeping up-to-date with the business and engage stakeholders in the economic debate. The competitive scenario represents press releases or news of the companies categorized into Merger & Acquisition, Agreement, Collaboration, & Partnership, New Product Launch & Enhancement, Investment & Funding, and Award, Recognition, & Expansion. All the news collected help vendor to understand the gaps in the marketplace and competitor's strength and weakness thereby, providing insights to enhance product and service.

Company Usability Profiles:

The report profoundly explores the recent significant developments by the leading vendors and innovation profiles in the Global Artificial Intelligence in Agriculture Market, including AgEagle Aerial Systems, aWhere, Inc., Cainthus Corp., Climate Corporation, CropX Ltd, Deere & Company, Descartes Labs, Inc., FarmBot, Farmers Edge Inc., Gamaya SA, IBM Corporation, Microsoft Corporation, Prospera Technologies Ltd., Taranis SA, Trace Genomics, Inc., Tule Technologies Inc., and Vineview.

The report provides insights on the following pointers:

  • 1. Market Penetration: Provides comprehensive information on the market offered by the key players
  • 2. Market Development: Provides in-depth information about lucrative emerging markets and analyze penetration across mature segments of the markets
  • 3. Market Diversification: Provides detailed information about new product launches, untapped geographies, recent developments, and investments
  • 4. Competitive Assessment & Intelligence: Provides an exhaustive assessment of market shares, strategies, products, certification, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players
  • 5. Product Development & Innovation: Provides intelligent insights on future technologies, R&D activities, and breakthrough product developments

The report answers questions such as:

  • 1. What is the market size and forecast of the Global Artificial Intelligence in Agriculture Market?
  • 2. What are the inhibiting factors and impact of COVID-19 shaping the Global Artificial Intelligence in Agriculture Market during the forecast period?
  • 3. Which are the products/segments/applications/areas to invest in over the forecast period in the Global Artificial Intelligence in Agriculture Market?
  • 4. What is the competitive strategic window for opportunities in the Global Artificial Intelligence in Agriculture Market?
  • 5. What are the technology trends and regulatory frameworks in the Global Artificial Intelligence in Agriculture Market?
  • 6. What is the market share of the leading vendors in the Global Artificial Intelligence in Agriculture Market?
  • 7. What modes and strategic moves are considered suitable for entering the Global Artificial Intelligence in Agriculture Market?

Table of Contents

1. Preface

  • 1.1. Objectives of the Study
  • 1.2. Market Segmentation & Coverage
  • 1.3. Years Considered for the Study
  • 1.4. Currency & Pricing
  • 1.5. Language
  • 1.6. Limitations
  • 1.7. Assumptions
  • 1.8. Stakeholders

2. Research Methodology

  • 2.1. Define: Research Objective
  • 2.2. Determine: Research Design
  • 2.3. Prepare: Research Instrument
  • 2.4. Collect: Data Source
  • 2.5. Analyze: Data Interpretation
  • 2.6. Formulate: Data Verification
  • 2.7. Publish: Research Report
  • 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

  • 5.1. Market Dynamics
    • 5.1.1. Drivers
      • 5.1.1.1. Growing trend of predictive analytics in the agriculture sector
      • 5.1.1.2. Increasing focus of government and private organizations on automation operations
      • 5.1.1.3. Escalating crop productivity through deep-learning technology
    • 5.1.2. Restraints
      • 5.1.2.1. High investment costs and lack of awareness
    • 5.1.3. Opportunities
      • 5.1.3.1. Rising inclination of cattle face recognition technology
      • 5.1.3.2. Technological innovations such as UAVs (unmanned aerial vehicles), drones, and satellite imaging
    • 5.1.4. Challenges
      • 5.1.4.1. Lack of skilled professionals and standardization
  • 5.2. Cumulative Impact of COVID-19

6. Artificial Intelligence in Agriculture Market, by Technology

  • 6.1. Introduction
  • 6.2. Computer Vision
  • 6.3. Machine Learning
  • 6.4. Predictive Analytics

7. Artificial Intelligence in Agriculture Market, by Offering

  • 7.1. Introduction
  • 7.2. AI-as-a-Service
  • 7.3. Hardware
  • 7.4. Services
  • 7.5. Software

8. Artificial Intelligence in Agriculture Market, by Application

  • 8.1. Introduction
  • 8.2. Agriculture Robots
  • 8.3. Drone Analytics
  • 8.4. Labor Management
  • 8.5. Livestock Monitoring
  • 8.6. Others
  • 8.7. Precision Farming

9. Americas Artificial Intelligence in Agriculture Market

  • 9.1. Introduction
  • 9.2. Argentina
  • 9.3. Brazil
  • 9.4. Canada
  • 9.5. Mexico
  • 9.6. United States

10. Asia-Pacific Artificial Intelligence in Agriculture Market

  • 10.1. Introduction
  • 10.2. Australia
  • 10.3. China
  • 10.4. India
  • 10.5. Indonesia
  • 10.6. Japan
  • 10.7. Malaysia
  • 10.8. Philippines
  • 10.9. Singapore
  • 10.10. South Korea
  • 10.11. Taiwan
  • 10.12. Thailand

11. Europe, Middle East & Africa Artificial Intelligence in Agriculture Market

  • 11.1. Introduction
  • 11.2. France
  • 11.3. Germany
  • 11.4. Italy
  • 11.5. Netherlands
  • 11.6. Qatar
  • 11.7. Russia
  • 11.8. Saudi Arabia
  • 11.9. South Africa
  • 11.10. Spain
  • 11.11. United Arab Emirates
  • 11.12. United Kingdom

12. Competitive Landscape

  • 12.1. FPNV Positioning Matrix
    • 12.1.1. Quadrants
    • 12.1.2. Business Strategy
    • 12.1.3. Product Satisfaction
  • 12.2. Market Ranking Analysis
  • 12.3. Market Share Analysis, By Key Player
  • 12.4. Competitive Scenario
    • 12.4.1. Merger & Acquisition
    • 12.4.2. Agreement, Collaboration, & Partnership
    • 12.4.3. New Product Launch & Enhancement
    • 12.4.4. Investment & Funding
    • 12.4.5. Award, Recognition, & Expansion

13. Company Usability Profiles

  • 13.1. AgEagle Aerial Systems
  • 13.2. aWhere, Inc.
  • 13.3. Cainthus Corp.
  • 13.4. Climate Corporation
  • 13.5. CropX Ltd
  • 13.6. Deere & Company
  • 13.7. Descartes Labs, Inc.
  • 13.8. FarmBot
  • 13.9. Farmers Edge Inc.
  • 13.10. Gamaya SA
  • 13.11. IBM Corporation
  • 13.12. Microsoft Corporation
  • 13.13. Prospera Technologies Ltd.
  • 13.14. Taranis SA
  • 13.15. Trace Genomics, Inc.
  • 13.16. Tule Technologies Inc.
  • 13.17. Vineview

14. Appendix

  • 14.1. Discussion Guide
  • 14.2. License & Pricing
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