AI + IoT platform for agriculture
Transparent Vietnamese produce, built on real data
One account, one data layer, one QR code. NG AI connects an AI assistant, IoT sensors, drones and cameras into a closed loop from seed selection to the dinner table, ready for domestic and export markets.
- GS1 EPCIS 2.0
- EUDR-ready
- VietGAP · GlobalGAP
Plot A3 · Tomato
Greenhouse 2 · Demo co-op
- Temperature
- 24.6°C
- Humidity
- 68%
- Soil moisture
- 42%
- CO₂
- 412ppm
AI assessment
Crop health good
Late blight risk, next 3 days
Low
Simulated data
- Vietnam's agro-forestry-fishery exports in 2025
- US$70.09B
- Specialized services in one unified platform
- 23
- Architecture from field devices to buyers
- 5 layers
- For a shipment's entire journey
- 1 QR code
The problem
Markets demand transparency faster than paper logbooks can deliver
Vietnamese produce exports are growing fast, but requirements on origin, pesticide residues and plot coordinates are growing even faster.
Late disease detection
Diagnosis relies on experience or input dealers, leading to overuse of pesticides and residues above limits.
Decisions without data
Planting, irrigation and fertilizing are rarely based on weather, soil and disease history.
Hand-typed QR codes
Most traceability QR systems are filled in manually, with no objective evidence, so buyers don't trust them.
Fragmented tools
IoT, drones and farm software each live in their own app, and the data never connects.
How NG AI solves it
Every farming activity automatically becomes a traceability record with evidence: the season log is written continuously by sensors, cameras, drones and every assistant consultation, never re-typed after the fact.
Unified platform
Six capability clusters, one shared data layer
Every module shares identity, farm data and the event stream, so you can adopt one piece at a time while your data stays connected.
Core platform
Farms, GPS-bounded plots, seasons and field logs form the data backbone.
- Multi-tenant: farms, co-ops, enterprises
- Standardized season logs
- Alerts via app, SMS, Zalo
Artificial intelligence
An AI agent that diagnoses from photos, video and Vietnamese speech; builds treatment plans and forecasts.
- Disease detection from images
- Cited RAG knowledge base
- Outbreak and yield forecasting
IoT, drones & cameras
LoRaWAN sensors, edge-controlled irrigation, multispectral drones and AI cameras for security and agronomy.
- Keeps working offline
- Disease hotspot maps from drones
- Alerts and zoning
Traceability & compliance
GS1 EPCIS 2.0 events, GS1 Digital Link QR codes, VietGAP, GlobalGAP and EUDR dossiers.
- Signed, hash-chained records
- Multilingual QR portal
- Growing-area code dossiers
Business
Plans, billing, and a marketplace linking buyers, input dealers, banks and insurers.
- AI quotas per plan
- Open partner API
- Offtake connections
User applications
Offline-first mobile app for farmers, co-op web console, expert dashboard and trace portal.
- Vietnamese UI and voice
- Works on weak networks
- Multi-farm web console
How it works
From a signal in the field to a line on the QR record
A single disease diagnosis flows through the treatment plan and spray log onto the traceability record, with nobody typing it twice.
- 1
Collect data
Sensors, cameras, drones and farmer photos sent to the assistant.
- 2
Analyze with AI
Identify the disease, severity and confidence.
- 3
Early warning
Map the risk zone and notify neighboring farms.
- 4
Controlled advice
Treatments from the approved list, expert review for risky cases.
- 5
Write the record
The season log is signed and shown when the QR is scanned.
Real-time monitoring
A farm dashboard for decision makers
Track environment, disease risk and irrigation across many growing areas on one screen. Sensor data turns into action right at the edge, even when the network drops.
- Soil moisture, EC, pH, leaf wetness, light and rainfall sensors
- Automatic irrigation by threshold, rain forecast and growth stage
- Per-plot risk map with alerts via app and Zalo
Per-plot risk map
Auto irrigation
Soil moisture on target
Irrigating · Valve 2
Yield forecast
Recent alerts
- Prolonged high leaf wetness · Plot A3
- Drone found yellowing patch · Plot B1
- Irrigated 1,200 liters · Plot C2
NG Assistant
An AI assistant that knows your field
Not just Q&A. NG Assistant is an AI agent that pulls sensor data, weather, plot history and the approved pesticide list to answer, then logs every consultation to the season record.
Multimodal
Photos, video, Vietnamese speech and regional dialects.
Approved products only
Checked by code, never left to the language model.
MRL cross-check
Flags active ingredients banned in the export market.
Human in the loop
Low-confidence or dangerous cases are confirmed by an expert.
NG Assistant
Online
Most likely late blight (Phytophthora infestans)
92% confidenceLeaf wetness on plot A3 has stayed above 90% for the past 38 hours at 18–24°C: ideal conditions for the pathogen.
- Remove infected leaves and improve greenhouse ventilation
- Cut overhead watering, water at the base in the morning
- Chemical treatment only from the approved list, with pre-harvest intervals
Sent to a plant-protection expert for review
Traceability
One QR code tells the whole journey
Each shipment's record is built automatically from the season log using GS1 EPCIS 2.0, trustworthy enough for domestic buyers and international importers.
- 1Seed
- 2Planting
- 3Care
- 4Treatment
- 5Harvest
- 6Packing
- 7Shipping
Signed and hash-chained
Records can't be edited, only corrected by a new event.
Clear data provenance
Device-recorded, human-entered and AI-inferred data are labeled.
Multilingual
Vietnamese, English and Chinese for international buyers.
Value for everyone
One platform, four kinds of users
Farmers & growers
Problem: Slow diagnosis, pesticide use by habit, paper records.
What NG AI delivers: Photo and voice diagnosis, season calendar, automatic irrigation and alerts.
Co-ops & enterprises
Problem: Hard to manage many growing areas and prove compliance.
What NG AI delivers: Multi-farm dashboard, standard logs, VietGAP, GlobalGAP and growing-area code reports.
Importers & retailers
Problem: No reliable data on origin and pesticide use.
What NG AI delivers: GS1 traceability records, spray history, time-stamped photos and video, EPCIS downloads.
Consumers
Problem: No idea where their food comes from.
What NG AI delivers: Scan the QR to see the full journey and a live camera of the growing area.
International standards from day one
Designed to pass the checks of demanding markets
GS1 EPCIS 2.0
Traceability event standard
GS1 Digital Link
Product QR standard
EUDR
Geolocation, deforestation-free
VietGAP · GlobalGAP
Good practice records
ISO/IEC 27001
Information security
Vietnam PDP Law 2025
Personal data protection
Roadmap
Gated by KPIs, never spread too thin
Five phases over about 36 months. Each phase starts only after the previous one hits its KPIs.
- 0Nov–Dec 2026
P0
Discovery & foundation
Pick pilot crops and partner co-ops, design the data model, prototype the assistant.
- Jan–Jun 2027
P1
MVP
Photo diagnosis assistant, season log, GS1 QR traceability. Pilot with 3–5 co-ops.
- 2Jul 2027–Feb 2028
P2
IoT & automation
Sensors, auto irrigation, voice, forecasting. Installed on 10 pilot farms.
- 3Mar–Dec 2028
P3
Drones & AI cameras
Drone disease maps, transparent livestreams, EUDR dossiers, blockchain hash anchoring.
- 4Jan–Oct 2029
P4
Global expansion
Multilingual, EU data region, marketplace, ISO 27001, SOC 2, GDPR.
Ecosystem
From greenhouse to export container
Smart greenhouses and net houses
AI quality inspection after harvest
Packed, QR-labeled, ready for export
Ready to put real data behind every shipment?
We're looking for co-ops and exporters to join our pilot program for durian, coffee and fresh produce.