農業におけるAIの世界市場規模調査、用途別、展開別、地域別予測、2022～2032年

世界の農業におけるAI市場は、2023年に約 17億5,320万米ドルと評価され、予測期間2024～2032年には26.21％以上の健全な成長率で成長すると予測されています。

農業におけるAIは、農業生産、資源管理、作物の健康モニタリング、タスクの自動化、データ駆動型の意思決定を改善するために、機械学習アルゴリズム、コンピュータビジョン、ロボット工学、その他のAI技術を採用することを包含します。農業におけるAIは、コストと環境への悪影響を低減しながら、農業における効率、生産、持続可能性を改善しようとしています。さらに、ドローン分析の統合の高まりは、農業における世界AI市場に向けて注目を集めています。カメラとセンサーを搭載したドローンは、広大な農業地域の高解像度の画像とデータを収集することができます。そして、AIアルゴリズムがこのデータを分析することで、農業従事者に作物の健康状態、栄養レベル、水ストレス、害虫の発生などに関する貴重な洞察を提供することができます。

世界の農業におけるAI市場は、精密農業技術に対する需要の高まりと、世界中の農業農場での無人航空機（UAV）の使用増加によって牽引されています。精密農業技術は、農場作業を合理化し、全体的な効率を向上させる。圃場のモニタリング、灌漑のスケジューリング、害虫の検出などの反復作業を自動化することで、AI技術は手作業の必要性を減らし、農業従事者がより戦略的な活動に力を注ぐことを可能にします。さらに、UAVは農業従事者に圃場に関する詳細な情報をリアルタイムで提供することで、精密農業を可能にします。AIアルゴリズムは、ドローンが収集したデータを分析して農場の詳細な地図やモデルを作成し、変動領域を特定し、投入量を最適化することができます。しかし、農業におけるAIの高い導入コストとデータ収集における標準化の欠如が、2022～2032年の予測期間中、市場全体の需要を阻害することになります。

農業におけるAIの世界市場調査において考慮した主要地域は、アジア太平洋、北米、欧州、中南米、その他のラテンアメリカ地域です。2023年、北米は、地域全体で農業生産性を向上させるためにAI技術の採用が増加しているなどの要因により、収益の面で最大の地域市場でした。AIを搭載したシステムは、作物の状態をリアルタイムで監視・分析することで、農業従事者が水、肥料、農薬などの投入物の使用を最適化するのに役立ちます。さらに、アジア太平洋の市場は、予測期間中に最も速い速度で成長すると予想されています。

本レポートに含まれる主要市場参入企業は以下の通りです。

• Microsoft Corporation
• International Business Machines Corporation
• Granular Inc
• aWhere Inc
• Prospera Technologies Ltd
• Gamaya SA
• Easytosee Agtech, SL
• PrecisionHawk Inc
• Cainthus Corp
• Tule Technologies Inc

目次

第1章 世界の農業におけるAI市場の定義と調査前提条件

• 調査目的
• 市場の定義
• 調査前提条件
  • 包含と除外
  • 制限事項
  • 供給サイドの分析
    • 入手可能性
    • インフラ
    • 規制環境
    • 市場競争
    • 経済性（消費者の視点）
  • 需要サイド分析
    • 規制の枠組み
    • 技術の進歩
    • 環境への配慮
    • 消費者の意識と受容
• 調査手法
• 調査対象年
• 通貨換算レート

第2章 エグゼクティブ概要

• 農業におけるAIの世界市場規模・予測、2022～2032年
• 地域別概要
• セグメント別概要
  • 用途別
  • 展開別
• 主要動向
• 景気後退の影響
• アナリストの結論・提言

第3章 世界の農業におけるAI市場力学

• 市場促進要因
• 市場課題
• 市場機会

第4章 農業におけるAIの世界市場産業分析

• ポーターのファイブフォースモデル
  • 供給企業の交渉力
  • 買い手の交渉力
  • 新規参入業者の脅威
  • 代替品の脅威
  • 競争企業間の敵対関係
  • ポーターのファイブフォースモデルへの未来的アプローチ
  • ポーターファイブフォースの影響分析
• PESTEL分析
  • 政治
  • 経済
  • 社会
  • 技術
  • 環境
  • 法律
• 主要投資機会
• 主要成功戦略
• 破壊的動向
• 業界専門家の視点
• アナリストの結論・提言

第5章 農業におけるAIの世界市場規模・予測：用途別、2022～2032年

• 天候追跡
• 精密農業
• ドローン分析

第6章 農業におけるAIの世界市場規模・予測：展開別、2022～2032年

• クラウド
• オンプレミス
• ハイブリッド

第7章 農業におけるAIの世界市場規模・予測：地域別、2022～2032年

• 北米の農業におけるAI市場
  • 米国
    • 用途の内訳規模・予測、2022～2032年
    • 展開の内訳規模・予測、2022～2032年
  • カナダの農業におけるAI市場
• 欧州の農業におけるAI市場
  • 英国の農業におけるAI市場
  • ドイツの農業におけるAI市場
  • フランスの農業におけるAI市場
  • スペインの農業におけるAI市場
  • イタリアの農業におけるAI市場
  • その他の欧州の農業におけるAI市場
• アジア太平洋の農業におけるAI市場
  • 中国の農業におけるAI市場
  • インドの農業におけるAI市場
  • 日本の農業におけるAI市場
  • オーストラリアの農業におけるAI市場
  • 韓国の農業におけるAI市場
  • その他のアジア太平洋の農業におけるAI市場
• ラテンアメリカの農業におけるAI市場
  • ブラジルの農業におけるAI市場
  • メキシコの農業におけるAI市場
  • その他のラテンアメリカの農業におけるAI市場
• 中東・アフリカの農業におけるAI市場
  • サウジアラビアの農業におけるAI市場
  • 南アフリカの農業におけるAI市場
  • その他の中東・アフリカの農業におけるAI市場

第8章 競合情報

• 主要企業のSWOT分析
• 主要市場戦略
• 企業プロファイル
  • Microsoft Corporation
    • 主要情報
    • 概要
    • 財務（データの入手可能性によります）
    • 製品概要
    • 市場戦略
  • International Business Machines Corporation
  • Granular Inc
  • aWhere Inc
  • Prospera Technologies Ltd
  • Gamaya SA
  • Easytosee Agtech, SL
  • PrecisionHawk Inc
  • Cainthus Corp
  • Tule Technologies Inc

第9章 調査プロセス

• 調査プロセス
  • データ鉱業
  • 分析
  • 市場推定
  • 検証
  • 出版
• 調査属性

LIST OF TABLES

• TABLE 1.Global AI in Agriculture market, report scope
• TABLE 2.Global AI in Agriculture market estimates & forecasts by Region 2022-2032 (USD Million)
• TABLE 3.Global AI in Agriculture market estimates & forecasts by Application 2022-2032 (USD Million)
• TABLE 4.Global AI in Agriculture market estimates & forecasts by Deployment 2022-2032 (USD Million)
• TABLE 5.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 6.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 7.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 8.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 9.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 10.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 11.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 12.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 13.Global AI in Agriculture market by segment, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 14.Global AI in Agriculture market by region, estimates & forecasts, 2022-2032 (USD Million)
• TABLE 15.U.S. AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 16.U.S. AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 17.U.S. AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 18.Canada AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 19.Canada AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 20.Canada AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 21.UK AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 22.UK AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 23.UK AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 24.Germany AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 25.Germany AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 26.Germany AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 27.France AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 28.France AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 29.France AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 30.Italy AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 31.Italy AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 32.Italy AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 33.Spain AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 34.Spain AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 35.Spain AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 36.RoE AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 37.RoE AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 38.RoE AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 39.China AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 40.China AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 41.China AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 42.India AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 43.India AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 44.India AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 45.Japan AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 46.Japan AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 47.Japan AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 48.Australia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 49.Australia AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 50.Australia AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 51.South Korea AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 52.South Korea AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 53.South Korea AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 54.
• TABLE 55.RoAPAC AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 56.RoAPAC AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 57.RoAPAC AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 58.Brazil AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 59.Brazil AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 60.Brazil AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 61.Mexico AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 62.Mexico AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 63.Mexico AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 64.RoLA AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 65.RoLA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 66.RoLA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 67.Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 68.Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 69.Saudi Arabia AI in Agriculture market estimates & forecasts, 2022-2032 (USD Million)
• TABLE 70.South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 71.
• TABLE 72.South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 73.South Africa AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 74.RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 75.RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 76.RoMEA AI in Agriculture market estimates & forecasts by segment 2022-2032 (USD Million)
• TABLE 77.List of secondary sources, used in the study of Global AI in Agriculture Market.
• TABLE 78.List of primary sources, used in the study of Global AI in Agriculture Market.
• TABLE 79.Years considered for the study.
• TABLE 80.Exchange rates considered.

LIST OF FIGURES

• FIG 1.Global AI in Agriculture market, research methodology
• FIG 2.Global AI in Agriculture market, market estimation techniques
• FIG 3.Global market size estimates & forecast methods.
• FIG 4.Global AI in Agriculture market, key trends 2023
• FIG 5.Global AI in Agriculture market, growth prospects 2022-2032
• FIG 6.Global AI in Agriculture market, porters 5 force model
• FIG 7.Global AI in Agriculture market, pestel analysis
• FIG 8.Global AI in Agriculture market, value chain analysis
• FIG 9.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 10.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 11.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 12.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 13.Global AI in Agriculture market by segment, 2022 & 2032 (USD Million)
• FIG 14.Global AI in Agriculture market, regional snapshot 2022 & 2032
• FIG 15.North America AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 16.Europe AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 17.Asia pacific AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 18.Latin America AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 19.Middle East & Africa AI in Agriculture market 2022 & 2032 (USD Million)
• FIG 20.Global AI in Agriculture market, company market share analysis (2023)

Global AI in Agriculture Market is valued approximately at USD 1753.2 million in 2023 and is anticipated to grow with a healthy growth rate of more than 26.21% over the forecast period 2024-2032. AI in agriculture encompasses the adoption of machine learning algorithms, computer vision, robotics, and other AI techniques to improve agricultural production, resource management, crop health monitoring, task automation, and data-driven decision-making. AI in agriculture seeks to improve efficiency, production, and sustainability in farming while lowering costs and adverse environmental effects. Furthermore, rising integration of drone analytics are gaining attention towards Global AI in Agriculture Market. Drones equipped with cameras and sensors can collect high-resolution imagery and data over large agricultural areas. AI algorithms can then analyze this data to provide farmers with valuable insights about crop health, nutrient levels, water stress, pest infestations, and other factors.

The Global AI in Agriculture Market is driven by rising demand for precision farming techniques and increase use of unmanned aerial vehicles (UAVs) within agricultural farms across the world. Precision farming techniques streamline farm operations and improve overall efficiency. By automating repetitive tasks such as field monitoring, irrigation scheduling, and pest detection, AI technologies reduce the need for manual labor and enable farmers to focus their efforts on more strategic activities. In addition, UAVs enable precision agriculture by providing farmers with detailed, real-time information about their fields. AI algorithms can analyze the data collected by drones to create detailed maps and models of the farm, identifying areas of variability, and optimizing input application. However, high deployment cost of AI in Agriculture and lack of standardization in data collection is going to impede the overall demand for the market during the forecast period 2022-2032.

The key regions considered for the Global AI in Agriculture market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. In 2023, North America was the largest regional market in terms of revenue owing to factors such as increasing adoption of AI technologies to enhance agricultural productivity across the region. AI-powered systems help farmers optimize the use of inputs such as water, fertilizers, and pesticides by providing real-time monitoring and analysis of crop conditions. Furthermore, the market in Asia Pacific, on the other hand, is expected to grow at the fastest rate over the forecast period.

Major market player included in this report are:

• Microsoft Corporation
• International Business Machines Corporation
• Granular Inc
• aWhere Inc
• Prospera Technologies Ltd
• Gamaya SA
• Easytosee Agtech, SL
• PrecisionHawk Inc
• Cainthus Corp
• Tule Technologies Inc

The detailed segments and sub-segment of the market are explained below:

By Application

• Weather Tracking
• Precision Farming
• Drone Analytics

By Deployment

• Cloud
• On-premise
• Hybrid

By Region:

• North America
• U.S.
• Canada
• Europe
• UK
• Germany
• France
• Spain
• Italy
• ROE
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• RoAPAC
• Latin America
• Brazil
• Mexico
• Middle East & Africa
• Saudi Arabia
• South Africa
• RoMEA

Years considered for the study are as follows:

• Historical year - 2022
• Base year - 2023
• Forecast period - 2024 to 2032

Key Takeaways:

• Market Estimates & Forecast for 10 years from 2022 to 2032.
• Annualized revenues and regional level analysis for each market segment.
• Detailed analysis of geographical landscape with Country level analysis of major regions.
• Competitive landscape with information on major players in the market.
• Analysis of key business strategies and recommendations on future market approach.
• Analysis of competitive structure of the market.
• Demand side and supply side analysis of the market

Table of Contents

Chapter 1.Global AI in Agriculture Market Definition and Research Assumptions

• 1.1.Research Objective
• 1.2.Market Definition
• 1.3.Research Assumptions
  • 1.3.1.Inclusion & Exclusion
  • 1.3.2.Limitations
  • 1.3.3.Supply Side Analysis
    • 1.3.3.1.Availability
    • 1.3.3.2.Infrastructure
    • 1.3.3.3.Regulatory Environment
    • 1.3.3.4.Market Competition
    • 1.3.3.5.Economic Viability (Consumer's Perspective)
  • 1.3.4.Demand Side Analysis
    • 1.3.4.1.Regulatory frameworks
    • 1.3.4.2.Technological Advancements
    • 1.3.4.3.Environmental Considerations
    • 1.3.4.4.Consumer Awareness & Acceptance
• 1.4.Estimation Methodology
• 1.5.Years Considered for the Study
• 1.6.Currency Conversion Rates

Chapter 2.Executive Summary

• 2.1.Global AI in Agriculture Market Size & Forecast (2022- 2032)
• 2.2.Regional Summary
• 2.3.Segmental Summary
  • 2.3.1.By Application
  • 2.3.2.By Deployment
• 2.4.Key Trends
• 2.5.Recession Impact
• 2.6.Analyst Recommendation & Conclusion

Chapter 3.Global AI in Agriculture Market Dynamics

• 3.1.Market Drivers
• 3.2.Market Challenges
• 3.3.Market Opportunities

Chapter 4.Global AI in Agriculture Market: Industry Analysis

• 4.1.Porter's 5 Force Model
  • 4.1.1.Bargaining Power of Suppliers
  • 4.1.2.Bargaining Power of Buyers
  • 4.1.3.Threat of New Entrants
  • 4.1.4.Threat of Substitutes
  • 4.1.5.Competitive Rivalry
  • 4.1.6.Futuristic Approach to Porter's 5 Force Model
  • 4.1.7.Porter's 5 Force Impact Analysis
• 4.2.PESTEL Analysis
  • 4.2.1.Political
  • 4.2.2.Economic
  • 4.2.3.Social
  • 4.2.4.Technological
  • 4.2.5.Environmental
  • 4.2.6.Legal
• 4.3.Top investment opportunity
• 4.4.Top winning strategies
• 4.5.Disruptive Trends
• 4.6.Industry Expert Perspective
• 4.7.Analyst Recommendation & Conclusion

Chapter 5.Global AI in Agriculture Market Size & Forecasts by Application 2022-2032

• 5.1.Weather Tracking
• 5.2.Precision Farming
• 5.3.Drone Analytics

Chapter 6.Global AI in Agriculture Market Size & Forecasts by Deployment 2022-2032

• 6.1.Cloud
• 6.2.On-premise
• 6.3.Hybrid

Chapter 7.Global AI in Agriculture Market Size & Forecasts by Region 2022-2032

• 7.1.North America AI in Agriculture Market
  • 7.1.1.U.S. AI in Agriculture Market
    • 7.1.1.1.Application breakdown size & forecasts, 2022-2032
    • 7.1.1.2.Deployment breakdown size & forecasts, 2022-2032
  • 7.1.2.Canada AI in Agriculture Market
• 7.2.Europe AI in Agriculture Market
  • 7.2.1.U.K. AI in Agriculture Market
  • 7.2.2.Germany AI in Agriculture Market
  • 7.2.3.France AI in Agriculture Market
  • 7.2.4.Spain AI in Agriculture Market
  • 7.2.5.Italy AI in Agriculture Market
  • 7.2.6.Rest of Europe AI in Agriculture Market
• 7.3.Asia-Pacific AI in Agriculture Market
  • 7.3.1.China AI in Agriculture Market
  • 7.3.2.India AI in Agriculture Market
  • 7.3.3.Japan AI in Agriculture Market
  • 7.3.4.Australia AI in Agriculture Market
  • 7.3.5.South Korea AI in Agriculture Market
  • 7.3.6.Rest of Asia Pacific AI in Agriculture Market
• 7.4.Latin America AI in Agriculture Market
  • 7.4.1.Brazil AI in Agriculture Market
  • 7.4.2.Mexico AI in Agriculture Market
  • 7.4.3.Rest of Latin America AI in Agriculture Market
• 7.5.Middle East & Africa AI in Agriculture Market
  • 7.5.1. Saudi Arabia AI in Agriculture Market
  • 7.5.2. South Africa AI in Agriculture Market
  • 7.5.3.Rest of Middle East & Africa AI in Agriculture Market

Chapter 8.Competitive Intelligence

• 8.1.Key Company SWOT Analysis
• 8.2.Top Market Strategies
• 8.3.Company Profiles
  • 8.3.1.Microsoft Corporation
    • 8.3.1.1.Key Information
    • 8.3.1.2.Overview
    • 8.3.1.3.Financial (Subject to Data Availability)
    • 8.3.1.4.Product Summary
    • 8.3.1.5.Market Strategies
  • 8.3.2.International Business Machines Corporation
  • 8.3.3.Granular Inc
  • 8.3.4.aWhere Inc
  • 8.3.5.Prospera Technologies Ltd
  • 8.3.6.Gamaya SA
  • 8.3.7.Easytosee Agtech, SL
  • 8.3.8.PrecisionHawk Inc
  • 8.3.9.Cainthus Corp
  • 8.3.10.Tule Technologies Inc

Chapter 9.Research Process

• 9.1.Research Process
  • 9.1.1.Data Mining
  • 9.1.2.Analysis
  • 9.1.3.Market Estimation
  • 9.1.4.Validation
  • 9.1.5.Publishing
• 9.2.Research Attributes