農業用リアルタイムサプライチェーンモニタリング市場：コンポーネント、技術、展開モード、用途、エンドユーザー別-2025年～2030年世界予測

農業用リアルタイムサプライチェーンモニタリング市場の2024年の市場規模は4億2,260万米ドルで、2025年には4億7,509万米ドル、CAGR12.67%で成長し、2030年には8億6,492万米ドルに達すると予測されています。

トレーサビリティの強化、ロジスティクスの最適化、サプライチェーン全体の持続可能な成長を促進するライブ・データ・ストリームで農業利害関係者に力を与える

世界中で、農業利害関係者は、収量の増加、製品の品質向上、透明性に対する消費者の要求の高まりに対応しなければならないというプレッシャーに直面しています。気候変動、貿易政策の変化、持続可能性への要求の高まりは、従来のサプライチェーンの枠組みの限界を浮き彫りにしています。この進化する情勢は、意思決定者が混乱の状況を予測し、リスクを軽減し、資源配分を最適化できるよう、リアルタイムでデータを取得・中継できるシステムへのパラダイムシフトを要求しています。

精密農業、IoT統合、予測分析の融合が農業サプライプロセスのパラダイムシフトを促進する

農業サプライチェーンは、接続性、コンピューティング能力、データサイエンスの進歩により、大きな変革期を迎えています。低消費電力の広域ネットワーク・センサーや衛星対応トラッカーなど、モノのインターネット・デバイスの普及は、バリューチェーンの不透明だったセグメントにまでリアルタイムの可視性を拡大した。その結果、機械学習とビッグデータ分析に基づいて構築された予測モデルは、歩留まりの変動を予測し、保管環境の逸脱パターンを検出し、輸送時間を短縮するためにルートシーケンスを最適化することができるようになりました。

2025年米国関税調整が農業ロジスティクス、価格構造、世界貿易力学に及ぼす波及効果の評価

米国の関税構造に対する2025年の調整により、農産物の供給環境は複雑さを増しています。加工に不可欠な機器や包装資材への課税が陸揚げコストを上昇させたため、生鮮品の輸出業者は現在、コスト原理の変化に直面しています。こうしたシフトはロジスティクス・チャンネルに波及し、荷主はマージンを維持するために輸送会社との契約を再交渉し、統合戦略を見直す必要に迫られています。

リアルタイム農産物サプライチェーンモニタリング市場を形成する重要なコンポーネント、テクノロジー、展開、アプリケーション、エンドユーザーの側面を明らかにします

ソリューション・コンポーネントを総合的に見ると、ハードウェアは依然としてリアルタイム・モニタリング・インフラの基礎的支柱であることがわかる。ドローンや無人航空機のような高度な空中システムは高解像度の現場監視を行い、GPSデバイスは旅の各段階を通じて資産の動きを追跡します。IoTゲートウェイは環境データの集約ポイントとして機能し、土壌水分プローブ、温度・湿度センサー、マテリアルハンドリングイベントを記録するRFIDタグをシームレスに接続します。この物理レイヤーは、専門のコンサルティング・チームがシステム構成を調整し、センサー・ネットワークと企業資源計画プラットフォーム間の複雑な統合を管理するプロフェッショナル・サービスと連携して機能します。

南北アメリカ、EMEA、アジア太平洋市場におけるリアルタイム・サプライチェーン・モニタリングの採用とバリュー・チェーン創造における地域的な相違の検証

南北アメリカでは、食料安全保障の強化を目的とした民間部門の強力な資金調達と公共部門のインセンティブに支えられて、デジタル農業インフラへの投資が加速しています。北米の生産者とロジスティクス・オペレーターは、センサーの配備を先駆的に進め、腐敗の低減とリコール・プロセスの改善を目的とした統合プラットフォームを採用する一方、南米の輸出業者は地域貿易協定を活用して、通関を合理化し輸送の遅れを低減する国境を越えた可視化イニシアチブを試験的に導入しています。このようなダイナミックな環境は、技術開発者と現地の協同組合とのコラボレーションを促進し、多様な気候条件や物流条件に対応するオーダーメードのソリューションを後押ししています。

農業用サプライチェーン・モニタリング・ソリューションの革新、コラボレーション、競合差別化を推進する主要業界参加者のプロファイリング

大手ソリューション・プロバイダーは、戦略的パートナーシップ、買収、社内イノベーションを通じて、農業モニタリング・ポートフォリオを拡大し続けています。センサー製造を専門とする企業は、デバイスのライフサイクルを延長するために先端材料とエネルギーハーベスティング機能を統合しており、ソフトウェアベンダーはオープンAPIと標準化されたデータスキーマを通じてプラットフォームの相互運用性を強化しています。クラウド・サービス・プロバイダー、通信事業者、ハイテク新興企業が、遠隔地の農場環境に合わせたエッジ・コンピューティング・ゲートウェイを共同開発する共同エコシステムが出現しています。

農業全体のリアルタイム・モニタリングの進歩を活用するための、業界リーダーの戦略的イニシアティブと戦術的フレームワークの明確化

業界のリーダーは、ハードウェア、ソフトウェア、サービスの各コンポーネント間のシームレスなデータ交換を促進する相互運用アーキテクチャの開発を優先すべきです。オープンスタンダードを確立し、モジュール設計の原則を採用することで、組織はエコシステムを将来にわたって維持し、大規模なリエンジニアリングを行うことなく、新たなテクノロジーに対応することができます。さらに、通信プロバイダーやクラウドプラットフォームとの戦略的パートナーシップに投資することで、リアルタイム分析に必要な弾力性のある接続性とスケーラブルなコンピューティングリソースを確保することができます。

農業用サプライチェーンモニタリング技術に関する実用的な洞察を提供するために採用された厳密な調査手法の概要

本サマリーに掲載した調査結果は、一次情報と二次情報を組み合わせた厳密な調査手法に裏打ちされています。2次調査では、業界出版物、規制状況、技術白書を包括的にレビューし、現在のソリューション情勢と新たな標準をマッピングしました。これを補完するために、主要なソリューション・プロバイダー、農業関連企業、ロジスティクス・オペレーターのシニア・エグゼクティブ、プロダクト・マネージャー、テクニカル・アーキテクトとの綿密なインタビューを実施し、主要動向を検証するとともに、業務上の課題に関する生の視点を把握しました。

農業におけるリアルタイム・サプライチェーン・モニタリングの今後の方向性と投資の必要性を明らかにするための主要な調査結果の統合

技術的促進要因、政策シフト、地域力学を総合的に分析した結果、完全に透明化されたデータ主導のサプライチェーンへと移行しつつある市場が明らかになりました。センサーの小型化、エッジ分析、分散型台帳フレームワークの進歩により、エンド・ツー・エンドのトレーサビリティに対する従来の障壁が取り払われつつある一方、進化する関税制度と貿易再編成により、適応性のある調達戦略の重要性が浮き彫りになっています。セグメンテーションの洞察により、包括的なソリューションは、多様な使用事例や利害関係者グループのニーズを満たすために、多用途な展開オプションに支えられたハードウェア、コンサルティング、ソフトウェアの各レイヤーを統合する必要があることが明らかになりました。

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場力学

• リアルタイムの作物と家畜の健康状態監視のためのIoTセンサーネットワークの統合
• ブロックチェーン対応のトレーサビリティプラットフォームで生鮮食品の真正性と品質を確保
• 農業物流における動的需要予測のためのAI駆動型予測分析の導入
• 農作物の状態に関する区画レベルの洞察を提供するドローン対応の航空監視ソリューション
• 現場での農業データ処理と分析の遅延を最小限に抑えるエッジコンピューティングアーキテクチャ
• 輸送中のコンプライアンスと鮮度を保証するコールドチェーンIoT温度監視システム
• 地上センサーデータと統合された衛星画像により、農業収穫量予測の精度が向上
• 多層サプライチェーン全体で食品安全基準を自動化するリアルタイムのコンプライアンス報告ツール
• 農家に農業サプライチェーン全体のリアルタイムの透明性を提供するモバイルダッシュボードアプリケーション
• 腐敗による損失を防ぐための冷蔵・冷凍ユニットの予測メンテナンススケジュール

第6章 市場洞察

• ポーターのファイブフォース分析
• PESTEL分析

第7章 米国の関税の累積的な影響2025年

第8章 農業用リアルタイムサプライチェーンモニタリング市場：コンポーネント別

• ハードウェア
  • ドローンと無人航空機
  • GPSデバイス
  • IoTゲートウェイ
  • RFIDタグ
  • センサー
• サービス
  • コンサルティング
  • 統合
• ソフトウェア
  • 農場管理システム（FMS）
  • サプライチェーンマネジメント（SCM）プラットフォーム

第9章 農業用リアルタイムサプライチェーンモニタリング市場：技術別

• AIと機械学習
• ビッグデータ分析
• ブロックチェーン
• クラウドコンピューティング
• IoT

第10章 農業用リアルタイムサプライチェーンモニタリング市場：展開モード別

• クラウド
• オンプレミス

第11章 農業用リアルタイムサプライチェーンモニタリング市場：用途別

• コールドチェーン監視
• 作物モニタリング
• 在庫・倉庫管理
• 家畜監視
• 品質管理とトレーサビリティ

第12章 農業用リアルタイムサプライチェーンモニタリング市場：エンドユーザー別

• 農業関連企業
• 農家と生産者
• 食品加工会社
• 政府および規制機関
• 物流・運輸会社

第13章 南北アメリカの農業用リアルタイムサプライチェーンモニタリング市場

• 米国
• カナダ
• メキシコ
• ブラジル
• アルゼンチン

第14章 欧州・中東・アフリカの農業用リアルタイムサプライチェーンモニタリング市場

• 英国
• ドイツ
• フランス
• ロシア
• イタリア
• スペイン
• アラブ首長国連邦
• サウジアラビア
• 南アフリカ
• デンマーク
• オランダ
• カタール
• フィンランド
• スウェーデン
• ナイジェリア
• エジプト
• トルコ
• イスラエル
• ノルウェー
• ポーランド
• スイス

第15章 アジア太平洋の農業用リアルタイムサプライチェーンモニタリング市場

• 中国
• インド
• 日本
• オーストラリア
• 韓国
• インドネシア
• タイ
• フィリピン
• マレーシア
• シンガポール
• ベトナム
• 台湾

第16章 競合情勢

• 市場シェア分析, 2024年
• FPNVポジショニングマトリックス, 2024年
• 競合分析
  • International Business Machines Corporation
  • GrainChain, Inc.
  • AGRIVI Ltd.
  • Cannon Logistics Pty Ltd.
  • Cisco Systems, Inc.
  • Crop Analytica
  • Cropin Technology Solutions Private Limited
  • CSM Technologies Private Limited
  • Farmonaut Technologies Pvt. Ltd. by ZenaTech
  • Infosys Limited
  • Koltiva AG
  • Maaya Software Solutions Pvt Ltd.
  • Microsoft Corporation
  • Oracle Corporation
  • SAP SE
  • Schneider Electric SE
  • Sedex Information Exchange Limited
  • Soiltech Wireless Inc.
  • SourceTrace Systems, Inc.
  • Tecsoil, Inc.
  • Telit Cinterion
  • TraceX Technologies
  • Trimble Inc.

第17章 リサーチAI

第18章 リサーチ統計

第19章 リサーチコンタクト

第20章 リサーチ記事

第21章 付録

LIST OF FIGURES

• FIGURE 1. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET RESEARCH PROCESS
• FIGURE 2. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 3. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 4. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
• FIGURE 6. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
• FIGURE 8. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 9. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2030 (%)
• FIGURE 10. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 11. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
• FIGURE 12. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 13. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2030 (%)
• FIGURE 14. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 15. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 16. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 17. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2030 (%)
• FIGURE 18. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 21. ASIA-PACIFIC REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 22. ASIA-PACIFIC REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 23. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 24. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET, FPNV POSITIONING MATRIX, 2024
• FIGURE 25. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHAI
• FIGURE 26. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHSTATISTICS
• FIGURE 27. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHCONTACTS
• FIGURE 28. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET: RESEARCHARTICLES

LIST OF TABLES

• TABLE 1. REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, 2018-2024 (USD MILLION)
• TABLE 4. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, 2025-2030 (USD MILLION)
• TABLE 5. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 6. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
• TABLE 7. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 8. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
• TABLE 9. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 10. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 11. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 12. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
• TABLE 13. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DRONES & UAVS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 14. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DRONES & UAVS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 15. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GPS DEVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 16. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GPS DEVICES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 17. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT GATEWAYS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 18. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT GATEWAYS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 19. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY RFID TAGS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 20. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY RFID TAGS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 21. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 22. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SENSORS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 23. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 24. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 25. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 26. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 27. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 28. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CONSULTING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 29. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INTEGRATION, BY REGION, 2018-2024 (USD MILLION)
• TABLE 30. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INTEGRATION, BY REGION, 2025-2030 (USD MILLION)
• TABLE 31. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 32. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 33. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
• TABLE 34. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
• TABLE 35. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS (FMS), BY REGION, 2018-2024 (USD MILLION)
• TABLE 36. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARM MANAGEMENT SYSTEMS (FMS), BY REGION, 2025-2030 (USD MILLION)
• TABLE 37. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT (SCM) PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 38. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SUPPLY CHAIN MANAGEMENT (SCM) PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 39. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 40. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 41. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 42. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 43. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AI & MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 44. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AI & MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 45. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 46. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BIG DATA ANALYTICS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 47. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BLOCKCHAIN, BY REGION, 2018-2024 (USD MILLION)
• TABLE 48. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY BLOCKCHAIN, BY REGION, 2025-2030 (USD MILLION)
• TABLE 49. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 50. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD COMPUTING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 51. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 52. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY IOT, BY REGION, 2025-2030 (USD MILLION)
• TABLE 53. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 54. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 55. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
• TABLE 56. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
• TABLE 57. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY ON PREMISES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 58. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY ON PREMISES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 59. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 60. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 61. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 62. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COLD CHAIN MONITORING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 63. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 64. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY CROP MONITORING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 65. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
• TABLE 66. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY INVENTORY & WAREHOUSE MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
• TABLE 67. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2018-2024 (USD MILLION)
• TABLE 68. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LIVESTOCK MONITORING, BY REGION, 2025-2030 (USD MILLION)
• TABLE 69. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY QUALITY CONTROL & TRACEABILITY, BY REGION, 2018-2024 (USD MILLION)
• TABLE 70. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY QUALITY CONTROL & TRACEABILITY, BY REGION, 2025-2030 (USD MILLION)
• TABLE 71. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 72. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 73. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 74. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY AGRIBUSINESS COMPANIES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 75. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARMERS & GROWERS, BY REGION, 2018-2024 (USD MILLION)
• TABLE 76. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FARMERS & GROWERS, BY REGION, 2025-2030 (USD MILLION)
• TABLE 77. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FOOD PROCESSING COMPANIES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 78. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY FOOD PROCESSING COMPANIES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 79. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GOVERNMENT & REGULATORY BODIES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 80. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY GOVERNMENT & REGULATORY BODIES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 81. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LOGISTICS & TRANSPORTATION COMPANIES, BY REGION, 2018-2024 (USD MILLION)
• TABLE 82. GLOBAL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY LOGISTICS & TRANSPORTATION COMPANIES, BY REGION, 2025-2030 (USD MILLION)
• TABLE 83. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 84. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 85. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 86. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 87. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 88. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 89. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 90. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 91. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 92. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 93. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 94. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 95. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 96. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 97. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 98. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 99. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 100. AMERICAS REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
• TABLE 101. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 102. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 103. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 104. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 105. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 106. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 107. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 108. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 109. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 110. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 111. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 112. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 113. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 114. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 115. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 116. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 117. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
• TABLE 118. UNITED STATES REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
• TABLE 119. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 120. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 121. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 122. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 123. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 124. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 125. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 126. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 127. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 128. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 129. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 130. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 131. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 132. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 133. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 134. CANADA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 135. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 136. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 137. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 138. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 139. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 140. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 141. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 142. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 143. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 144. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 145. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 146. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 147. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 148. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 149. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 150. MEXICO REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 151. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 152. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 153. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 154. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 155. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 156. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 157. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 158. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 159. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 160. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 161. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 162. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 163. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 164. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 165. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 166. BRAZIL REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 167. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 168. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 169. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 170. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 171. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 172. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 173. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 174. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 175. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 176. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 177. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 178. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 179. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 180. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 181. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 182. ARGENTINA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 183. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 184. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 185. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 186. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 187. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 188. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 189. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 190. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 191. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 192. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 193. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 194. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 195. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 196. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 197. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 198. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 199. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
• TABLE 200. EUROPE, MIDDLE EAST & AFRICA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
• TABLE 201. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 202. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 203. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 204. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 205. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 206. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 207. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 208. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 209. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 210. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 211. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 212. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 213. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 214. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 215. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 216. UNITED KINGDOM REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 217. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 218. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 219. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 220. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 221. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 222. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 223. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 224. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 225. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 226. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 227. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 228. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 229. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 230. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 231. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 232. GERMANY REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 233. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 234. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 235. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 236. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 237. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 238. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 239. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 240. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 241. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 242. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 243. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 244. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 245. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
• TABLE 246. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
• TABLE 247. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
• TABLE 248. FRANCE REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
• TABLE 249. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
• TABLE 250. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
• TABLE 251. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2018-2024 (USD MILLION)
• TABLE 252. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY HARDWARE, 2025-2030 (USD MILLION)
• TABLE 253. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
• TABLE 254. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
• TABLE 255. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2018-2024 (USD MILLION)
• TABLE 256. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY SOFTWARE, 2025-2030 (USD MILLION)
• TABLE 257. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
• TABLE 258. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
• TABLE 259. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2018-2024 (USD MILLION)
• TABLE 260. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY DEPLOYMENT MODE, 2025-2030 (USD MILLION)
• TABLE 261. RUSSIA REAL-TIME SUPPLY CHAIN MONITORING FOR AGRICULTURE MARKET SIZE, BY APPLICATION, 201

The Real-Time Supply Chain Monitoring For Agriculture Market was valued at USD 422.60 million in 2024 and is projected to grow to USD 475.09 million in 2025, with a CAGR of 12.67%, reaching USD 864.92 million by 2030.

Empowering Agricultural Stakeholders with Live Data Streams to Enhance Traceability, Optimize Logistics, and Drive Sustainable Growth Across the Supply Chain

Across the globe, agricultural stakeholders are confronting mounting pressures to deliver higher yields, enhance product quality, and meet escalating consumer demands for transparency. Climatic volatility, shifting trade policies, and increasing sustainability requirements have underscored the limitations of legacy supply chain frameworks. This evolving landscape demands a paradigm shift toward systems that can capture and relay data in real time, empowering decision-makers to anticipate disruptions, mitigate risks, and optimize resource allocation.

Real-time visibility solutions leverage an interconnected ecosystem of sensors, communication networks, and analytics platforms to transform raw data into actionable intelligence. By integrating GPS coordinates, environmental metrics, and logistics statuses into unified dashboards, these platforms enable continuous monitoring of field conditions, asset movements, and cold chain integrity. The insights generated not only enhance traceability from farm gate to consumer but also support proactive maintenance, adaptive routing, and dynamic inventory management.

This executive summary synthesizes key trends, drivers, segmentation perspectives, and regional differentiators shaping the adoption of real-time supply chain monitoring in agriculture. It highlights critical impacts arising from United States tariff adjustments, details major competitive dynamics, and offers pragmatic recommendations for senior leaders. Furthermore, the methodology underpinning these findings is outlined, ensuring transparency and credibility. Ultimately, this summary serves as a strategic guide for stakeholders committed to elevating resilience, efficiency, and sustainability in modern agricultural supply chains.

Navigating the Convergence of Precision Farming, IoT Integration, and Predictive Analytics Driving a Paradigm Shift in Agricultural Supply Processes

Agricultural supply chains are undergoing a profound transformation driven by advances in connectivity, computing power, and data science. The proliferation of Internet of Things devices, including low-power wide-area network sensors and satellite-enabled trackers, has extended real-time visibility into previously opaque segments of the value chain. As a result, predictive models built on machine learning and big data analytics are now capable of forecasting yield variations, detecting deviation patterns in storage environments, and optimizing route sequences to reduce transit times.

In parallel, the integration of blockchain frameworks is fostering unparalleled levels of trust and provenance. Immutable ledgers that record transactions at every stage-from seed sourcing through final distribution-are redefining quality assurance protocols and facilitating rapid recalls when necessary. Drones and unmanned aerial systems have evolved from data collection prototypes into fully integrated assets capable of aerial surveillance, crop health assessment, and targeted input application, further augmenting ground-level monitoring.

Moreover, growing regulatory emphasis on reducing food waste and ensuring ethical sourcing is accelerating investments in end-to-end transparency platforms. Stakeholders are increasingly collaborating across traditional boundaries, sharing data across enterprise resource planning systems to streamline compliance reporting and environmental certifications. This shift toward holistic, data-driven ecosystems represents a critical juncture in delivering resilient, responsive, and sustainable agricultural operations.

Assessing the Ripple Effects of 2025 United States Tariff Adjustments on Agricultural Logistics, Pricing Structures, and Global Trade Dynamics

The 2025 adjustments to United States tariff structures have introduced layered complexities into the agricultural supply landscape. Exporters of perishable commodities now face altered cost dynamics as levies on essential processing equipment and packaging materials have increased landed costs. These shifts have rippled through logistics channels, compelling shippers to renegotiate carrier contracts and reevaluate consolidation strategies to preserve margin integrity.

Concurrently, equipment providers supplying drones, advanced sensors, and RFID tagging solutions have encountered higher import duties, prompting many to explore alternative manufacturing bases or to absorb incremental expenses. In response, service integrators have recalibrated their pricing models and sought to bundle installation with extended support contracts, ensuring end users maintain uninterrupted data flows and system reliability. Producers who rely on specialized farm management and supply chain software platforms have also grappled with renewed licensing cost pressures, leading some to accelerate digital transformation roadmaps that prioritize modular, cloud-native architectures.

As a consequence of these tariff realignments, strategic sourcing decisions are in flux. Several stakeholders have shifted procurement toward regional partners within trade zones offering preferential duty treatments, while others are intensifying engagement with domestic suppliers to enhance supply continuity. Meanwhile, collaborative consortiums are emerging to pool resources for cross-border logistics optimization, aiming to offset increased overheads through shared warehousing and joint transportation networks. These adaptive strategies underscore the importance of agility and local market intelligence in navigating evolving trade regimes.

Unveiling Critical Component, Technology, Deployment, Application, and End User Dimensions Shaping the Real-Time Agricultural Supply Monitoring Market

A holistic view of solution components reveals that hardware remains a foundational pillar in real-time monitoring infrastructures. Advanced aerial systems such as drones and unmanned aerial vehicles conduct high-resolution field surveillance, while GPS devices track the movement of assets throughout each stage of the journey. IoT gateways serve as aggregation points for environmental data, seamlessly connecting soil moisture probes, temperature and humidity sensors, and RFID tags that record material handling events. This physical layer works in concert with professional services, where specialized consulting teams calibrate system configurations and manage complex integrations between sensor networks and enterprise resource planning platforms.

The software layer is equally critical, encompassing modular farm management systems designed to harmonize agronomic planning with labor scheduling, and supply chain management platforms that leverage data pipelines to orchestrate inbound and outbound logistics. Within the technology stack, artificial intelligence and machine learning algorithms power anomaly detection models that identify deviations in cold chain conditions, while big data analytics platforms correlate historical performance metrics to generate predictive maintenance schedules. Blockchain configurations provide a tamper-resistant audit trail, supporting end-to-end provenance verification, and cloud computing environments deliver scalable storage and processing capacity. Simultaneously, edge computing nodes ensure real-time responsiveness by performing localized data processing when connectivity is constrained.

Flexibility in deployment modes allows stakeholders to align system architectures with their operational preferences. Cloud-hosted offerings facilitate rapid onboarding and continuous updates, whereas on-premises solutions appeal to organizations prioritizing data sovereignty and latency control. These deployment options enable diverse applications, ranging from cold chain condition monitoring and dynamic inventory and warehouse management to precision crop health analytics, comprehensive livestock tracking, and quality control mechanisms that ensure traceability. Across these use cases, the end user spectrum extends from large agribusiness corporations and independent farmers and growers to food processing enterprises, government and regulatory bodies overseeing compliance, and logistics and transportation providers orchestrating multimodal delivery networks.

Examining Regional Divergence in Real-Time Supply Chain Monitoring Adoption and Value Creation Across Americas, EMEA, and Asia-Pacific Markets

In the Americas, investment in digital agriculture infrastructure has accelerated, supported by robust private-sector financing and public-sector incentives aimed at enhancing food security. North American growers and logistics operators are pioneering sensor deployments and adopting integrated platforms to reduce spoilage and improve recall processes, while South American exporters are leveraging regional trade agreements to pilot cross-border visibility initiatives that streamline customs clearance and reduce transit delays. This dynamic environment fosters collaboration between technology developers and local cooperatives, driving tailored solutions that address diverse climatic and logistical conditions.

Across Europe, the Middle East, and Africa, regulatory frameworks mandating sustainability reporting and food safety compliance are propelling a transition to real-time monitoring. European Union directives focused on reducing waste and lowering carbon footprints have catalyzed investments in intelligent cold chain monitoring, whereas governments in the Middle East are integrating digital traceability into strategic agricultural modernization programs. In Africa, where smallholder farms dominate, pilot projects are demonstrating how low-cost sensor networks and mobile-first applications can extend visibility to remote regions, paving the way for scalable rollouts as connectivity infrastructure expands.

Asia-Pacific markets exhibit a mosaic of adoption patterns driven by rapid urbanization, evolving consumer preferences, and government agendas prioritizing digital transformation. High-density farming operations in East Asia are leveraging machine learning insights to fine-tune resource utilization, while Southeast Asian exporters are utilizing blockchain-backed traceability to differentiate high-value commodities in competitive global markets. Australia and New Zealand continue to invest in next-generation telemetry systems to support high-value perishable exports, underscoring the critical role of regional collaboration and knowledge transfer in accelerating technology diffusion.

Profiling Major Industry Participants Driving Innovation, Collaboration, and Competitive Differentiation in Agricultural Supply Chain Monitoring Solutions

Leading solution providers continue to expand their agricultural monitoring portfolios through strategic partnerships, acquisitions, and in-house innovation. Firms specializing in sensor fabrication are integrating advanced materials and energy harvesting capabilities to extend device lifecycles, while software vendors are enhancing platform interoperability through open APIs and standardized data schemas. Collaborative ecosystems have emerged, bringing together cloud service providers, telecommunications carriers, and ag-tech startups to co-develop edge computing gateways tailored for remote farm environments.

Collaborative research initiatives between academic institutions and industry players are accelerating the maturity of artificial intelligence models focused on crop disease prediction and climate resilience optimization. Similarly, global logistics enterprises are partnering with technology integrators to design bespoke cold chain solutions that incorporate real-time temperature and humidity monitoring alongside dynamic route planning. These competitive dynamics underline an ongoing shift from point solutions toward integrated suites capable of delivering comprehensive visibility and decision support.

Furthermore, emerging players are tailoring offerings to underserved segments such as smallholder cooperatives by providing modular sensor kits and subscription-based analytics dashboards that lower the barrier to entry. Simultaneously, incumbent technology giants are leveraging their scale to offer end-to-end managed services, encompassing sensor deployment, data ingestion, analytics, and ongoing technical support. These diverse approaches reflect a maturing marketplace that balances innovation velocity with the pragmatic needs of varied end users.

Articulating Strategic Initiatives and Tactical Frameworks for Industry Leaders to Capitalize on Real-Time Monitoring Advancements Across Agriculture

Industry leaders should prioritize the development of interoperable architectures that facilitate seamless data exchange across hardware, software, and service components. By establishing open standards and adopting modular design principles, organizations can future-proof their ecosystems and accommodate emerging technologies without extensive reengineering. Furthermore, investing in strategic partnerships with telecommunications providers and cloud platforms will ensure resilient connectivity and scalable computing resources necessary for real-time analytics.

In parallel, companies must enhance their talent strategies by cultivating multidisciplinary teams proficient in agronomy, data science, and systems engineering. Dedicated training programs and cross-functional workshops can foster collaboration between field technicians, software developers, and supply chain analysts, driving faster time to value and more effective issue resolution. Additionally, embedding sustainability metrics into performance dashboards will enable transparent reporting and support compliance with evolving regulatory requirements focused on waste reduction and carbon footprint mitigation.

Finally, industry stakeholders should explore new business models that align incentives across the value chain, such as outcome-based service agreements where compensation is tied to throughput improvements or spoilage reductions. Piloting pay-for-performance frameworks can create shared accountability and encourage continuous optimization. By embracing these strategic initiatives and tactical frameworks, organizations can capitalize on real-time monitoring advancements to drive profitability, resilience, and competitive differentiation.

Outlining the Rigorous Research Methodology Employed to Deliver Actionable Insights on Agricultural Supply Chain Monitoring Technologies

The findings presented in this summary are underpinned by a rigorous research methodology combining primary and secondary data sources. Secondary research entailed a comprehensive review of industry publications, regulatory documents, and technology white papers to map current solution landscapes and emerging standards. Complementing this, a series of in-depth interviews was conducted with senior executives, product managers, and technical architects from leading solution providers, agricultural enterprises, and logistics operators to validate key trends and capture firsthand perspectives on operational challenges.

To ensure robust data triangulation, quantitative inputs from technology adoption surveys and utilization benchmarks were cross-referenced with qualitative insights derived from field visits and system demonstrations. Advanced analytical techniques, including thematic coding and root-cause analysis, were employed to identify recurring patterns and prioritize high-impact themes. All sources were critically evaluated for relevance, credibility, and recency, with an emphasis on reflecting developments through the first half of 2025.

This structured approach ensures that the insights within this report accurately reflect the current state of real-time supply chain monitoring in agriculture, providing decision-makers with a reliable foundation for strategy formulation, investment appraisal, and solution deployment planning.

Synthesizing Key Findings to Illuminate Future Directions and Investment Imperatives for Real-Time Supply Chain Monitoring in Agriculture

The collective analysis of technological drivers, policy shifts, and regional dynamics illustrates a market in transition toward fully transparent, data-driven supply chains. Advances in sensor miniaturization, edge analytics, and distributed ledger frameworks are dismantling traditional barriers to end-to-end traceability, while evolving tariff regimes and trade realignments underscore the centrality of adaptive sourcing strategies. Segmentation insights reveal that comprehensive solutions must integrate hardware, consulting, and software layers, supported by versatile deployment options to meet the needs of diverse use cases and stakeholder groups.

Regional variances highlight the importance of tailoring approaches to local infrastructure maturity, regulatory landscapes, and agricultural practices. Market participants that foster collaborative ecosystems and co-innovation models are gaining traction by offering scalable, cost-effective solutions for both large corporate farms and smallholder networks. Key companies continue to differentiate through portfolio expansion, strategic alliances, and service offerings that balance advanced analytics with high-touch support.

Looking ahead, the convergence of artificial intelligence, IoT, and blockchain technologies promises to unlock new levels of operational efficiency, product quality assurance, and sustainability. Organizations that act on the actionable recommendations herein-by prioritizing interoperability, enhancing talent, and exploring innovative business models-will be well positioned to drive the next wave of transformation in agricultural supply chain monitoring.

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. 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

• 4.1. Introduction
• 4.2. Market Sizing & Forecasting

5. Market Dynamics

• 5.1. Integration of IoT sensor networks for real-time crop and livestock health monitoring
• 5.2. Blockchain-enabled traceability platforms ensuring authenticity and quality of fresh produce
• 5.3. Deployment of AI-driven predictive analytics for dynamic demand forecasting in agriculture logistics
• 5.4. Drone-enabled aerial monitoring solutions providing parcel-level insights into crop conditions
• 5.5. Edge computing architectures minimizing latency for on-site agricultural data processing and analytics
• 5.6. Cold chain IoT temperature monitoring systems ensuring compliance and freshness throughout transportation
• 5.7. Satellite imagery integrated with ground sensor data for enhanced agricultural yield prediction accuracy
• 5.8. Real-time compliance reporting tools automating food safety standards across multi-tier supply chains
• 5.9. Mobile dashboard applications providing farmers with real-time transparency across the agricultural supply chain
• 5.10. Predictive maintenance scheduling of cold storage and refrigeration units to prevent spoilage losses

6. Market Insights

• 6.1. Porter's Five Forces Analysis
• 6.2. PESTLE Analysis

7. Cumulative Impact of United States Tariffs 2025

8. Real-Time Supply Chain Monitoring For Agriculture Market, by Component

• 8.1. Introduction
• 8.2. Hardware
  • 8.2.1. Drones & UAVs
  • 8.2.2. GPS Devices
  • 8.2.3. IoT Gateways
  • 8.2.4. RFID Tags
  • 8.2.5. Sensors
• 8.3. Services
  • 8.3.1. Consulting
  • 8.3.2. Integration
• 8.4. Software
  • 8.4.1. Farm Management Systems (FMS)
  • 8.4.2. Supply Chain Management (SCM) Platforms

9. Real-Time Supply Chain Monitoring For Agriculture Market, by Technology

• 9.1. Introduction
• 9.2. AI & Machine Learning
• 9.3. Big Data Analytics
• 9.4. Blockchain
• 9.5. Cloud Computing
• 9.6. IoT

10. Real-Time Supply Chain Monitoring For Agriculture Market, by Deployment Mode

• 10.1. Introduction
• 10.2. Cloud
• 10.3. On Premises

11. Real-Time Supply Chain Monitoring For Agriculture Market, by Application

• 11.1. Introduction
• 11.2. Cold Chain Monitoring
• 11.3. Crop Monitoring
• 11.4. Inventory & Warehouse Management
• 11.5. Livestock Monitoring
• 11.6. Quality Control & Traceability

12. Real-Time Supply Chain Monitoring For Agriculture Market, by End User

• 12.1. Introduction
• 12.2. Agribusiness Companies
• 12.3. Farmers & Growers
• 12.4. Food Processing Companies
• 12.5. Government & Regulatory Bodies
• 12.6. Logistics & Transportation Companies

13. Americas Real-Time Supply Chain Monitoring For Agriculture Market

• 13.1. Introduction
• 13.2. United States
• 13.3. Canada
• 13.4. Mexico
• 13.5. Brazil
• 13.6. Argentina

14. Europe, Middle East & Africa Real-Time Supply Chain Monitoring For Agriculture Market

• 14.1. Introduction
• 14.2. United Kingdom
• 14.3. Germany
• 14.4. France
• 14.5. Russia
• 14.6. Italy
• 14.7. Spain
• 14.8. United Arab Emirates
• 14.9. Saudi Arabia
• 14.10. South Africa
• 14.11. Denmark
• 14.12. Netherlands
• 14.13. Qatar
• 14.14. Finland
• 14.15. Sweden
• 14.16. Nigeria
• 14.17. Egypt
• 14.18. Turkey
• 14.19. Israel
• 14.20. Norway
• 14.21. Poland
• 14.22. Switzerland

15. Asia-Pacific Real-Time Supply Chain Monitoring For Agriculture Market

• 15.1. Introduction
• 15.2. China
• 15.3. India
• 15.4. Japan
• 15.5. Australia
• 15.6. South Korea
• 15.7. Indonesia
• 15.8. Thailand
• 15.9. Philippines
• 15.10. Malaysia
• 15.11. Singapore
• 15.12. Vietnam
• 15.13. Taiwan

16. Competitive Landscape

• 16.1. Market Share Analysis, 2024
• 16.2. FPNV Positioning Matrix, 2024
• 16.3. Competitive Analysis
  • 16.3.1. International Business Machines Corporation
  • 16.3.2. GrainChain, Inc.
  • 16.3.3. AGRIVI Ltd.
  • 16.3.4. Cannon Logistics Pty Ltd.
  • 16.3.5. Cisco Systems, Inc.
  • 16.3.6. Crop Analytica
  • 16.3.7. Cropin Technology Solutions Private Limited
  • 16.3.8. CSM Technologies Private Limited
  • 16.3.9. Farmonaut Technologies Pvt. Ltd. by ZenaTech
  • 16.3.10. Infosys Limited
  • 16.3.11. Koltiva AG
  • 16.3.12. Maaya Software Solutions Pvt Ltd.
  • 16.3.13. Microsoft Corporation
  • 16.3.14. Oracle Corporation
  • 16.3.15. SAP SE
  • 16.3.16. Schneider Electric SE
  • 16.3.17. Sedex Information Exchange Limited
  • 16.3.18. Soiltech Wireless Inc.
  • 16.3.19. SourceTrace Systems, Inc.
  • 16.3.20. Tecsoil, Inc.
  • 16.3.21. Telit Cinterion
  • 16.3.22. TraceX Technologies
  • 16.3.23. Trimble Inc.

17. ResearchAI

18. ResearchStatistics

19. ResearchContacts

20. ResearchArticles

21. Appendix