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AI agent development

AI agent development that takes real work off your hands

House of Devs builds AI agents that take over the slow, repetitive work in your process: reading documents, transferring data and preparing drafts inside your own systems. Your team reviews and decides.

A team member reviews documents and digital fields before data is processed for good.
01

When does an AI agent make sense?

Not every process needs AI. An AI agent is worth it as soon as people spend a lot of time reading, retyping and preparing: work that keeps coming back, takes little creativity and is still prone to errors.

Think of documents that arrive in all kinds of formats, data that has to move from one place to another, or tasks that wait until that one colleague has time. That is where an agent takes away the heavy lifting, without making your process more complicated for customers or suppliers.

Signs that an AI agent adds value

  • Documents in every format Invoices, packing lists, Excel files, PDFs and photos that someone now copies line by line.

  • Retyping between systems The same data is entered more than once, with the risk of missed lines and misread quantities.

  • Work waiting on one person Knowledge sits in someone’s head, and the process stops when that person is away.

  • Fixed rules, lots of repetition The work follows clear agreements that an agent can carry out consistently.

Overview of AI Jobs with the status and processing of shipments
02

What an AI agent does in your process

With us, an AI agent does not live in a separate chatbot but inside your own application. You upload or receive a document, the agent reads it, extracts the data you need and prepares a draft where your team already works.

After reading, fixed follow-up steps can tidy up the draft: merging lines, matching names to your own catalogue or adding standard notes. The work happens in the background. Your team gets a notification, reviews the draft and completes it.

What an agent can do for you

  • Reading documents
  • Transferring data
  • Preparing drafts
  • Running follow-up steps
  • Connecting to your systems
  • Working in the background
Detail page of a shipment created by AI in Equaflor
03

Example: AI Jobs in the Equaflor Portal

At Equaflor Carnations, growers send their shipments as an invoice, packing list, Excel file, PDF or photo. Staff retyped them line by line: 10 to 20 minutes per shipment.

In the Equaflor Portal, the AI Jobs module now turns those documents into a draft shipment that is ready for review in about 15 seconds. At 20 to 40 shipments a week, that saves 3 to 13 hours. More than 100 real shipments have been processed this way, with 100% accuracy in that processing. Growers do nothing differently from before.

Read how it works in practice in From 20 minutes of typing to 15 seconds of checking.

To review a shipment, down from 10 to 20 minutes
15 sec
Saved per week
3–13 hrs
Shipments processed with 100% accuracy
100+
A team member reviews business documents on a laptop as part of a controlled AI workflow.
04

Our approach: your team stays in control

An AI agent we build never finalises anything without human review. The result is always a draft, and a team member makes the final decision. That way you combine speed with control.

We start with one process that has clear value, build a first version and improve it based on real documents. Read more about this way of working in Human-in-the-loop AI for document processing.

How we keep AI manageable

  • Always a draft The agent prepares the work; a person reviews and completes it.

  • Clear instructions General house rules, supplemented by agreements per customer or supplier. The agent follows instructions rather than guessing.

  • Everything traceable For each task, the system keeps the files, what was read from them and the result, so you can look back and improve the instructions.

  • Roles and permissions The agent works within the same roles and permissions as your team, inside your own application.

AI and automation in existing work

From draft shipments to automatically processed purchase orders: this is how our applications take over manual work.

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No fancy office

We work remotely, with our home base in the Netherlands and team members spread across Europe. All within the same time zone, allowing us to move quickly and collaborate closely.

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Frequently asked questions

What is an AI agent?

An AI agent is software that carries out a well-defined task on its own using an AI model, such as reading a document and preparing a draft. With us, an agent works inside your own application and follows clear instructions.

Does an AI agent make decisions on its own?

No. An agent prepares the work as a draft. A team member reviews it, adjusts it where needed and makes the final decision.

Do our customers or suppliers have to work differently?

Usually not. The agent reads documents as they arrive today and converts them into the structure your system needs. Manual work disappears without making the chain more complicated.

Does an AI agent work with our existing systems?

An agent places its result in your own application and can exchange data with the systems you already use through integrations. Which integrations are possible depends on the available APIs.

Can we start small?

Yes, and we recommend it. We pick one process where the gain is clear, build a first version and improve it based on real documents and feedback.