## How to build an agent for farmers

You can assemble an agent that follows the crop cycle from start to finish: nursery and sowing, growth, irrigation, plant health, photogrammetry and harvest, with the record of every stage. These pieces and steps are the starting point, and you assemble them on [natuleadan.app](https://natuleadan.app/), on another platform that connects your equipment, or with open-source pieces, without being tied to a vendor.

The agent works for the farming operation: the farmer decides which plots enter the follow-up and with which thresholds. Irrigation and plant health are connected as tools of the area; the agent uses them when the case calls for it, together with the rest of the panorama. Tools with restricted access, such as the soil laboratory or the harvest record, are verified on demand when needed and may be subject to other terms and conditions.

## How the agent works

The agent receives the data from sensors, weather, traps and images, and compares them with the thresholds configured per plot. It decides whether to record, recommend or escalate. When a finding calls for it, it stops and waits for the farmer’s confirmation before scheduling a task; if the case is critical, it notifies the field crew. Every reading is recorded with time, plot and result, and the history makes it possible to reconstruct any decision of the campaign.

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## How to use the agent

With the equipment connected or manual upload enabled, your routine is to review the campaign report, handle escalated cases and adjust thresholds, plots and recipients when the plan changes. The agent never decides a task on its own and always escalates the finding. You can pause a plot’s follow-up or remove it from the program without losing its history.

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## Which tools you can connect

Connecting these tools is not just pasting an API: every connector goes through a normalization process so the data arrives in the same format, and the connection type (API, webhook or file), the security rules and the backup are defined. Your team’s infrastructure also comes in: who manages the credentials, where the connector runs and how it is monitored.

In the farming operation, the multiparameter sensors, the weather and forecast and the phytosanitary monitoring are connected, in addition to the notice channels to the farmer and the field crew, which can be made of people or robots. When the case calls for it, automated irrigation, soil sampling, photogrammetry and the movement fleet are added to read the crop from the air or from the ground, along with the periodic summaries that order the campaign.

The contents of the tools must meet the system’s parameters to be usable inside the application: data format, permissions and response times. Our application solves that connection; you can also assemble it with third-party programs or use the application online.

<table><thead><tr><th>Code</th><th>Tools</th><th>What for</th></tr></thead><tbody><tr><td><a href="https://natuleadan.com/en/services/tools/general">GEN-P01</a></td><td>General Tools</td><td>Reports, notices and field schedule</td></tr><tr><td><a href="https://natuleadan.com/en/services/tools/farm-tools">AGR-P01</a></td><td>Farm Tools</td><td>Crops, irrigation, plant health and harvest</td></tr></tbody></table>

## Start now

You can set up this structure on [natuleadan.app](https://natuleadan.app/) or on any open platform that connects your tools. If you use the application, create your account as an independent professional or as a member of your operation, and save it as a template to build your agent. Usage details live in [pricing](https://natuleadan.com/en/resources/business/pricing).

[AI Agents](https://natuleadan.com/en/services/agents) 

<time class="uppercase text-muted-foreground" datetime="2026-09-11T00:00:00.000Z">Sep 11, 2026</time>

[

### Air Agent

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Quality, odors and particles

[AI Agents](https://natuleadan.com/en/services/agents) 

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[

### Airlines Agent

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Flights, cargo and delivery

[AI Agents](https://natuleadan.com/en/services/agents) 

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### Assembly Agent

](https://natuleadan.com/en/services/agents/assembly)

Components, line and testing

[AI Agents](https://natuleadan.com/en/services/agents) 

<time class="uppercase text-muted-foreground" datetime="2026-09-11T00:00:00.000Z">Sep 11, 2026</time>

[

### Bakery Agent

](https://natuleadan.com/en/services/agents/bakery)

Baking, cooling and packing