Smartwell 中农互联 — 农业AI大脑

01 · SENSE

A brain that senses everything

IoT terminals stream light, air and soil temperature, humidity, NPK nutrients and crop conditions in real time; the Yuntong satellite constellation revisits vast farmland at 30-minute intervals. Micro and macro converge into one data foundation.

SAT-LINK ACTIVE
REVISIT 30 MIN
NDVI GRID 8×5

继续下滑 · 探索四大能力01 / 04

02 · DECIDE

A dual-engine that decides like a scientist

A commercially deployed integration of mechanistic crop-growth models with deep learning — 250M+ samples, one dedicated model per crop.

Mechanistic model · First-Principle

Deep learning · 250M+ samples

Bidirectional calibration · real-time

03 · ACT

Robots: the brain's hands

Multi-DOF arms with ±0.1N force control and quick-swap end effectors — picking, de-leafing, pollinating, precision fertigation.

0.87NDVI

22.6°C AIR

96% RIPE

Scan Harvest De-leaf Pollinate

Real greenhouse & crops · robot R&D-stage reference

04 · LEARN

Every action trains the brain

Execution results flow back into the models — yields up 16% on average, water −32%, fertilizer −15%, labor −26%.

+16%

Yield ↑

-32%

Water ↓

-15%

Fertilizer ↓

-26%

Labor ↓

1.5–2

Payback (yr)

One Brain · Three Engines

Three revenue engines powering long-term robotics growth

CEA systems and satellite DaaS already generate revenue with 90.3% gross margin (unaudited).

CEA System

Intelligent Greenhouse Cultivation

Sensors × AI crop models × automated control. Turnkey projects CAD 0.1M–0.5M, delivered in 1.5–2 Months.

10–50per project (CAD)

1.5–2 delivery

8crop models

2.5B SAMPLES

8CROP MODELS

95%+ANOMALY DETECTION

AI Brain · Strategic Core

The Agri-Brain

The dual-engine crop model is the brain; robots are its hands.

±0.1Nforce control

6×manual speed (target)

2027–28fleet target

Yuntong DaaS

Satellite Intelligence for Agriculture

Hundreds of satellites fused, 92.3%+ model accuracy, 5TB processed daily — supporting $560M in facilitated loans.

20+institutional clients

3.4M acresarea served

5TBprocessed daily

CEA实证成效

一种作物 · 一个模型 · 一张成绩单

Hemp

−27% labor

+32% 产量−27% 电能−15% 用水

Licensed

Strawberry

+10% yield −38% water −12% fert. −25% labor

High-value

Lettuce

+15% yield −35% water −13% fert. −30% labor

Leafy green

Grape

+12% yield −32% water −75% labor

−80% 病虫

Orchard

Tomato

+12% yield −25% water −17% fert. −50% labor

Greenhouse staple