## How to build an agent for fish farmers

You can assemble an agent that follows the aquaculture cycle from start to finish: fry, fattening, ponds and cages, oxygen, feeding, biomass 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 aquaculture operation: the fish farmer decides which ponds and cages enter the follow-up and with which thresholds. Aquaculture, feeding and 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 laboratory or the health 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 ponds and cages (oxygen, temperature, feeding and biomass), and compares them with the thresholds configured per cycle. It decides whether to record, recommend or escalate. When a finding calls for it, it stops and waits for the fish farmer’s confirmation before moving a batch or scheduling a check; if the case is critical, it notifies the field crew. Every reading is recorded with time, pond and result, and the history makes it possible to reconstruct any cycle.

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## How to use the agent

With the ponds and cages connected or manual upload enabled, your routine is to review the cycle report, handle escalated cases and adjust thresholds, ponds and recipients when production changes. The agent never moves a batch on its own and always escalates the finding. You can pause a pond’s follow-up and resume it 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 aquaculture, aquaculture, feeding and feeders and animal health are connected, in addition to the notice channels to the fish farmer and the field crew, which can be made of people or robots. When the case calls for it, fishing, collection and packing and the agricultural traceability are added to close the history of every cycle.

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 pond schedule</td></tr><tr><td><a href="https://natuleadan.com/en/services/tools/farm-tools">AGR-P01</a></td><td>Farm Tools</td><td>Ponds, feeding 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>

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

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