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Agricultural Intelligence / Rakan Tani experience

From data to decisions.
For a more resilient agriculture.

A timeline-based instructional tool that guides farmers through the growing cycle. It considers external information alongside crop stage and local conditions to propose the next actions farmers should take to increase production or reduce emissions.

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Green cultivated fields stretching towards mountains in the morning light
Satellite / Weather / Soil / Crops

A bigger picture.
A clearer decision.

Rakan Tani / Malaysia

Local farming experience.
A foundation for new markets.

Building on the Rakan Tani experience in Malaysia, Agricultural Intelligence brings practical, timeline-based guidance to farmers. It combines the growing cycle with local conditions and external information to help farmers understand the next action to take and when to take it.

For new markets, the approach is adapted with local partners around crops, language, agronomic practices and available data — with a focused pilot to validate its usefulness in the local farming context.

Timeline-based instruction

The right next action.
At the right time.

More than a view of field conditions: Agricultural Intelligence is an instructional tool built around the farming timeline. As the crop develops and new information becomes available, it proposes relevant next steps for the farmer.

01 / PLAN

Set the timeline

Establish the crop, location, growth stage and planned activities across the growing cycle.

02 / CONTEXT

Consider what changes

Take account of external information such as rainfall forecasts, soil moisture, satellite observations and emerging pest risks.

03 / INSTRUCT

Propose the next action

Recommend what to do next and when — for example, reviewing irrigation timing, nutrient application or crop protection.

04 / ADAPT

Update the guidance

Adjust proposed actions as the growing cycle progresses and new information changes the field context.

Increase production

Support crop health and productive growth through better-timed, locally relevant farming actions.

Reduce emissions

Help farmers consider more efficient use and timing of water, fertiliser and other inputs, with the aim of reducing avoidable emissions.

Recommendations depend on available data and local agronomic context. Production and emissions outcomes should be assessed against an agreed baseline.

A central control tower

Connecting data
for a bigger picture.

Agricultural Intelligence combines a farming timeline with external information — including weather forecasts, satellite imagery, soil conditions and pest or disease risks. It uses this context to propose what farmers should do next, and when, as conditions change.

01 / DATA SOURCE

Satellite imagery

Crop health, vegetation indices, land use and weather patterns.

02 / DATA SOURCE

Weather data

Forecasts, rainfall, temperature and extreme-weather conditions.

03 / DATA SOURCE

Soil data

Soil type, moisture, nutrients and organic content.

04 / DATA SOURCE

Pest & disease data

Early detection, outbreak modelling and risk alerts.

05 / DATA SOURCE

Crop data

Growth stage, variety, yield potential and agronomic models.

06 / DATA SOURCE

Agronomic knowledge

Best practices, research and local expertise.

Available data sources, coverage and recommendations are assessed for each crop, location and deployment.

Practical intelligence

See the risk.
Focus the response.

⌁

Understand conditions

Connect field and regional context to build a clearer picture of crop health, weather exposure and operating conditions.

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Prioritise attention

Surface pest and disease risks, weather alerts and field-performance signals so advisers can focus their effort.

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Support the next decision

Propose practical next actions along the farming timeline, with guidance that responds to external information and aims to increase production or reduce emissions.

Part of a connected solution

Intelligence in the field.
Value across the operation.

Agricultural Intelligence applies decision support to the farming cycle, building on the Rakan Tani experience in Malaysia. Themelion also explores how agricultural decisions can connect with physical execution and commercial understanding.

01 / DECISION INTELLIGENCE

Understand & recommend

Combine the crop timeline with external information to recommend the next farming action and its timing.

02 / UAV & ROBOTICS

Sense & act

Explore how approved recommendations could inform inspection or targeted field operations.

Explore Asset Intelligence ↗
03 / BUSINESS INTELLIGENCE

Evaluate the economics

Explore the relationship between operating activity, costs and the financial case for action.

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The connected drone and finance workflow is an illustrative concept. Interfaces, mission approvals and financial assumptions would be validated during a focused pilot.

See the animated concept ↗

A European partner opportunity

Bring agricultural intelligence
to your local market.

We are seeking established partners across Europe to adapt and introduce Agricultural Intelligence to local markets. Start with an exploratory conversation about your farmers, crops and priorities.

Cooperatives

Strengthen member services and engagement.

Distributors

Differentiate your offering and build loyalty.

Advisory organisations

Extend the reach and impact of your agronomists.

Innovation partners

Explore the integration and scaling of useful technology.

Explore / Validate / Grow

A focused, exploratory pilot.

Agree a crop, location and user group. Establish data availability, practical needs and success measures, then review the evidence together before expanding.

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