## How to build an agent for research

You can assemble an agent that follows the cycle of a research project from start to finish: question, method, data and publication, with the record of every stage. It serves pure research, the kind that seeks to understand a phenomenon without an immediate application. 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 research operation: the person in charge decides which lines enter the follow-up and with which limits. Tools with restricted access, such as the instruments or the laboratory records, are verified on demand when needed and may be subject to other terms and conditions.

## How the agent works

The agent receives the state of the question, the progress of the method and the results per stage, and compares them with the configured limits. It decides whether to record, notify or escalate. When a deviation or a finding appears, it stops and waits for the person in charge’s indication before moving an experiment or adjusting the plan; if the case is critical, it notifies the research team. Every progress is recorded with time, stage and result, and the history makes it possible to reconstruct any shift.

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## How to use the agent

With the equipment connected or manual upload enabled, your routine is to review the research dashboard, handle escalated cases and adjust limits, lines and recipients when the operation changes. The agent never publishes a result on its own and always escalates the deviation. You can pause a line 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 research, the contents per level, the online evaluations and the academic traceability are connected, in addition to the notice channels to the person in charge and the research team, which can be made of people or robots. When the case calls for it, the library and resources, the academic surveys and the reports are added to close the history of every line, and the graduate follow-up that orders the shift.

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 operation schedule</td></tr><tr><td><a href="https://natuleadan.com/en/services/tools/education">EDU-P01</a></td><td>Education Tools</td><td>Classroom, grades and report cards</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 team, 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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<time class="uppercase text-muted-foreground" datetime="2026-09-11T00:00:00.000Z">Sep 11, 2026</time>

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### Assembly Agent

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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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### Bakery Agent

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Baking, cooling and packing