Thailand’s agricultural and food systems generate large amounts of data across farming, processing, logistics, and retail. However, this data remains fragmented, siloed, and underutilized.
Key challenges include:
Lack of unified agricultural data standards and platforms
Limited traceability from farm to consumer
Weak data integration across stakeholders (farmers, processors, logistics, regulators)
Low transparency in supply chains affecting trust and premium market access
Minimal use of data for predictive analytics and decision-making
As a result, Thailand cannot fully leverage data to optimize productivity, ensure quality, or capture higher-value markets.
The global food system is shifting from opaque supply chains → transparent, data-driven ecosystems.
Key transformations include:
From manual records → digital, real-time data capture
From limited traceability → end-to-end farm-to-fork transparency
From reactive quality control → predictive analytics and risk management
From isolated actors → platform-based ecosystem integration
Data is becoming the core infrastructure that connects and optimizes the entire food system.
Thailand can position itself as a Trusted, Traceable Food System Leader:
Strong export reputation requiring high safety and quality standards
Growing demand from global markets for traceable and sustainable food
Increasing digital readiness across agriculture and logistics sectors
Integration potential with Smart Farming (SI-012-01) and Supply Chain systems (SI-012-04)
This enables Thailand to move toward:
“Transparent Food System with Verified Quality & Origin”
Thailand can build a multi-layer agri-data ecosystem:
Data Collection Layer → Farm-level sensors, manual inputs, satellite data
Integration Layer → Unified national agri-data platform
Traceability Layer → End-to-end tracking (farm → processing → logistics → retail)
Analytics Layer → AI-driven insights (yield prediction, risk detection, demand forecasting)
Access Layer → Controlled data sharing for stakeholders (farmers, businesses, regulators)
Supported by:
Integration with national digital infrastructure (SI-011)
Standardized data formats and interoperability frameworks
Secure and consent-based data governance
This creates a system where data flows seamlessly and drives decision-making across the entire value chain.
Without a unified agri-data and traceability system:
Limited ability to access premium and regulated markets
Lower trust from international buyers
Inefficient decision-making across the supply chain
Missed opportunities in data-driven agriculture and food systems
With a strong data platform:
Thailand becomes a trusted global supplier with verifiable quality
Enables premium pricing through transparency and certification
Improves efficiency and reduces risk across the value chain
Unlocks innovation in AI-driven agriculture and food systems
AC-SI-012-05-01: National Agri-Data Platform
(Unified Agricultural Data Infrastructure)
แพลตฟอร์มข้อมูลเกษตรแห่งชาติ(โครงสร้างพื้นฐานข้อมูลเกษตรแบบรวมศูนย์)
AC-SI-012-05-02: Farm-to-Fork Traceability System
(End-to-End Tracking & Verification)
ระบบตรวจสอบย้อนกลับจากฟาร์มสู่ผู้บริโภค(การติดตามและยืนยันข้อมูลแบบครบวงจร)
AC-SI-012-05-03: Agricultural Data Standardization & Interoperability Framework
กรอบมาตรฐานข้อมูลเกษตรและการเชื่อมต่อระบบข้อมูล
AC-SI-012-05-04: AI Analytics Platform for Yield, Risk & Demand Forecasting
แพลตฟอร์มวิเคราะห์ข้อมูลด้วย AI สำหรับการคาดการณ์ผลผลิต ความเสี่ยง และอุปสงค์
AC-SI-012-05-05: Data Governance & Secure Data Sharing Mechanism
(Consent-Based Model)
กลไกธรรมาภิบาลข้อมูลและการแบ่งปันข้อมูลอย่างปลอดภัย(โมเดลบนพื้นฐานการให้ความยินยอม)
AC-SI-012-05-06: Digital Certification & Food Safety Verification System
ระบบการรับรองดิจิทัลและการตรวจสอบความปลอดภัยอาหาร
AC-SI-012-05-07: Agri-Data Integration with Global Trade & Export Platforms
การบูรณาการข้อมูลเกษตรกับแพลตฟอร์มการค้าและการส่งออกระดับโลก