Our Technology
Purpose-built AI systems trained specifically on Southeast Asian palm oil data. From satellite to robot, every component is designed for this mission.
AI & Computer Vision
State-of-the-art models trained on proprietary palm oil datasets
YOLOv8x
Object DetectionReal-time palm tree and FFB detection with 95.8% accuracy
SegFormer-B2
Semantic SegmentationPixel-level plantation mapping and canopy analysis
RT-DETR
Real-time DetectionTransformer-based detection for complex scenes
Custom NDVI
Health AnalysisMultispectral health assessment model
Proprietary Palm Oil Dataset
Our models are trained on the largest annotated palm oil dataset in the world—collected across Malaysia, Indonesia, and Thailand. Multiple cultivars, soil types, and climate conditions. This is our moat.
Robotics & Hardware Integration
Complete closed-loop from sensors to actuators
Perception
- LiDAR360° environment mapping
- Multispectral CameraBeyond visible light sensing
- Depth Camera (RGB-D)3D fruit localization
- IMUPrecise motion tracking
- GPS-RTKCentimeter-level positioning
Decision
- VLMVision-Language Models for scene understanding
- VLAVision-Language-Action for task execution
- V-JEPASelf-supervised path planning
- Safety AIConstraint-aware decision making
Execution
- 3-Segment Arm10m reach to canopy
- Precision Cutting ToolFFB harvesting end-effector
- UGV ChassisAll-terrain navigation
- Collection SystemAutomated fruit handling
Coordination
- ROS2Robot Operating System 2
- Fleet ControlMulti-robot coordination
- 5G/LoRaReliable communication
- GIS SyncReal-time data pipeline
Complete closed-loop from perception to action
GeoAI Platform
From satellite to dashboard in minutes
Data Sources
Processing
Visualization
Edge Deployment
Our models run on-device for real-time inference. No internet required. Perfect for remote plantation areas.
Built with industry-leading technologies