CHALLENGES
Japfa is one of Asia’s leading animal protein producers, employing 38,000 people and supplying up to 25% of staple proteins in several markets. With its fully integrated value chain, the company faces increasing operational complexity.
Key challenges included:
- Biosecurity and animal health risks: Delays in detecting anomalies could impact food safety, animal welfare, and productivity.
- Shortage of skilled technicians: Manual processes and dispersed sites limited the ability to scale expertise across operations.
- Fragmented reporting: Consolidating farm-level data into meaningful corporate-level insights took weeks of manual effort, slowing down decision-making.
- Sustainability commitments: As one of the first agribusinesses in Asia to issue a sustainability-linked bond, Japfa needed digital solutions to optimize resources, enhance traceability, and support ESG goals.
SOLUTION
Working with SBI and Snowflake, Japfa deployed JINI AI Farm Advisor, an AI-powered farm management solution built on the Snowflake AI Data Cloud:
- Simplified data capture: Farmers submit photos and daily information via Zalo, a widely used messaging app in Asia.
- Real-time ingestion and storage: Images and data flow into Amazon S3 and are ingested into Snowflake through Snowpipe for immediate availability.
- AI-powered multimodal analysis: Photos are automatically classified (visitors, mortality, anomalies), data is extracted, and discrepancies with farmer reports are flagged.
- Smart alerting and feedback loop: Snowflake Cortex AI enriches the system with OCR and short, actionable messages, enabling technicians to respond instantly.
- Consolidated enterprise view: The platform integrates farm-level insights into corporate dashboards, allowing management to track performance across all business units in near real time.
- Future-ready design: Built for scalability, the solution is ready to integrate new use cases such as video-based quality control, defect detection, and process optimization.
BENEFITS
- Faster response: Issues related to biosecurity, feed, or animal health are detected in near real time, reducing response time from weeks to days.
- Higher efficiency: Automation reduces manual workloads for technicians and accelerates monthly reporting, cutting report preparation time from several weeks to just a few days .
- Reliable data and traceability: Automated alignment between on-field evidence and daily reports increases trust in data at all organizational levels.
- Actionable insights for management: Japfa now benefits from a consolidated enterprise-wide view, empowering leadership with faster and more accurate decision-making.
- Sustainability impact: Optimized use of resources and stronger biosecurity standards support Japfa’s ESG commitments and its sustainability-linked financing strategy.
- Recognized innovation: This project, delivered with SBI and Snowflake, helped SBI earn the title of Snowflake Innovation Partner of the Year for Southeast Asia.

