## How to build an agent for hardware

You can build an agent that maintains the equipment from start to finish: diagnosis, maintenance, spare part and improvement, with the record of every stage; the cycle runs physical to physical, in the workshop or on site, and it also self-maintains: one piece of equipment can maintain another when the manufacturer allows it. 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 maintenance: the maintenance lead decides which equipment and zones enter the follow-up and with which limits. Tools with restricted access, such as the spare parts or the calibration, are verified on demand when needed and may be subject to other terms and conditions.

## How the agent works

The agent receives the diagnoses, the services and the spare parts per piece of equipment, and compares them with the configured limits. It decides whether to record, notify or escalate. When a failure or a shortage appears, it stops and waits for the lead’s indication before moving a piece of equipment or requesting a spare part; if the case is critical, it notifies the maintenance team. Every record is noted with time, equipment and result, and the history makes it possible to reconstruct any cycle.

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## How to use the agent

With the equipment connected or manual upload enabled, your routine is to review the maintenance dashboard, handle escalated cases and adjust limits, equipment and recipients when the operation changes. The agent never moves a piece of equipment on its own and always escalates the failure. You can pause a zone 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 hardware, the equipment maintenance, the physical diagnosis and the spare parts are connected, in addition to the notice channels to the maintenance lead and the maintenance team, which can be made of people or robots. When the case calls for it, the metrology and calibration, the cluster scaling and the traceability are added to close the history of every piece of equipment, along with the periodic summaries that order the 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 operation schedule</td></tr><tr><td><a href="https://natuleadan.com/en/services/tools/technology">TEC-P01</a></td><td>Technology Tools</td><td>Equipment, spare parts and calibration</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 company, 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) 

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

[

### 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