AI-Driven Agri Intelligence for a Malaysian State Enterprise
Agriculture Malaysia AG60 + FMS 2023

AI-driven agri intelligence for 125,000 farmers

How LC60 AI helped a Malaysian state enterprise unify nationwide crop monitoring, deliver smallholder-level advisories to 50,000+ farmers, and lay the groundwork for sustainable rice production at population scale.

Year
2023
Country
Malaysia
Industry
Agriculture / Rice
Scale
125,000 farmers
Products
AG60 + FMS
Challenge & Solution

Fragmented monitoring at national scale — solved with a unified EO + AI + mobile delivery stack

Fragmented agriculture monitoring across 125,000 farms

A Malaysian state enterprise responsible for overseeing the country’s rice market needed comprehensive agri data analytics across more than 125,000 farmers. Existing monitoring methods were fragmented, time-intensive, and lacked real-time data integration — making it difficult to optimise productivity, support food security, and deliver insights that smallholder farmers could actually act on.

01
No centralised view of national crop performance

Yield, area, and farm-performance data lived in disconnected systems, blocking ministry-level decision making.

02
Insights did not reach the smallholder farmer

Without a mobile delivery layer, agronomic intelligence stayed at the policy desk and never converted into farm-level action.

03
Manual workflows blocked real-time response

Without continuous EO + AI, in-season risks and opportunities were detected too late to influence the harvest.

A national agri-intelligence platform — from satellite to smartphone

LC60 AI delivered an end-to-end stack combining satellite Earth Observation, AI-driven analytics, and a mobile farmer app. National analysts get a single centralised platform; field-level recommendations flow directly to smallholders.

01
Centralised platform for nationwide crop monitoring

Real-time yield and farm-performance monitoring across all enrolled farms, accessible to the state enterprise and the Ministry of Agriculture.

02
Mobile app reaching 50,000+ farmers — designed to scale to 1M

Personalised, in-language advisories on irrigation, fertilisation, and yield outlook delivered directly to smallholder farmers.

03
AI analytics for irrigation, fertilisation, and yield forecasting

Decision-support that operationalises EO data — converting pixels into per-farm recommendations and national forecasts.

04
Architecture ready for carbon credit & MRV expansion

Designed from day one to extend into carbon credit assessment and trading modules — positioning the programme for sustainable agriculture economics.

A nationwide agri-intelligence platform — live and scaling

125,000
Farmers under continuous monitoring

Nationwide coverage of the state enterprise’s rice production network, with consistent crop & yield visibility.

50,000+
Smallholders on the mobile app

Personalised advisories on irrigation, fertilisation, and yield outlook delivered directly to the farmer.

1M
Roadmap for smallholder expansion

Ministry-of-Agriculture-backed scale-up path from current footprint toward one million smallholder farmers.

Products Used

EO + AI + mobile — one stack

Improve agriculture with spatial technology Farm Management Solution (FMS) is used to monitor and track crop yield, performance, and other key metrics for over 125,000 rice farmers. Manage tasks and monitor your crops, all in one platform. Key Features Monitor Lots Monitor your accumulated lots using satellite imagery — track every plot from above with […]

Insights tailored to every field AG60 equips more than 50,000 rice farmers nationwide with insights uniquely tailored to their fields and routines. The mobile app puts satellite intelligence and AI-powered analytics directly into farmers’ hands. Key Features Monitor Lots Monitor your crops with ease through our easy-to-use feature. Filter imagery by dates, location and imagery […]

Engage With Us

See what nationwide agri intelligence looks like on your map

Speak with our agriculture team about EO + AI deployments for ministries, agencies, and large grower programmes.