AI agents and automation

Automate what eats
your team’s time.

We design custom AI agents and automations for leads, messages, documents and content — integrated into your tools and always with human approval where it matters.

What we automate

Everything repetitive and predictable that eats your team’s time

We do not sell “AI” in the abstract. We pick the process that costs you most, automate it end to end and measure the result.

Leads into the CRM

Website requests, forms and social leads qualified, logged and handed to the team with a task and a deadline.

Messaging agents

They reply on WhatsApp, Instagram and Telegram based on what your company knows, and hand over to a person when needed.

Voice agent

Answers the phone 24 hours a day, books and logs. It has its own page.

Stemd AI →

Documents and reports

Proposals, summaries, periodic reports and data entry from emails, PDFs and spreadsheets.

Content and marketing

Editorial plans, multilingual drafts, scheduled publishing and reports, always with approval before anything goes out.

Email and requests

Inbox triage, request classification, standard replies and routing to the right person.

Connections between systems

Online store, CRM, invoicing, spreadsheets and messaging talking to each other, with no copy-and-paste.

Internal assistants

An assistant that answers your team using your company’s own documents, processes and data.

Example workflows

What an automated process looks like

Illustrative examples. The real design starts from your process and your tools.

In practice

We use this in our own company

Before proposing it to clients, we run the same workflows in-house.

A blog in 4 languages

A weekly workflow researches AI and automation news, prepares drafts in PT, EN, RU and UK and sends them for approval in Telegram.

Instagram with approval

A daily workflow prepares posts and only publishes them after a person approves with one button in Telegram.

How we work

Four principles we do not compromise on

A person in the loop

Where there is risk, the final decision is human: the agent prepares, a person approves.

No black box

We document the workflow and hand over access: you know what runs, where and why.

Your data stays yours

We configure access and retention in line with GDPR and what your business requires.

A measurable outcome

Before we start, we define what will improve and how we measure it: time, cost or response.

Tools

We work with the tools you already use

We connect to any system with an API or webhooks. Examples of what we use day to day:

n8nPythonPHPTelegram Bot APIWhatsApp BusinessKommoWooCommerceGoogle WorkspaceOpenAI APIAnthropic APIWebhooks · REST

How much time you save

An estimate of what automating one task is worth

An illustrative estimate. Use the real numbers of the task that takes most time; the exact figure is calculated in the diagnostic.

Value saved / month
€ 800
Per year: € 9 600

≈ 40 working hours per month, with the automatable share you set.

Formula: tasks × minutes ÷ 60 × automatable % × cost per hour.

I want to automate this

Process

From problem to a workflow in production

01

Diagnostic

Together we choose the process with the best return and define the success metric.

02

Prototype

We build a working version on a real case, small and measurable.

03

Launch

We integrate into your tools, train the team and switch on with human approval.

04

Support

We measure, adjust and add new workflows once the first one is paying off.

Frequently asked questions

Before you automate

Where should I start?+
With the most repetitive process that costs the most time; the diagnostic is there to identify it. One small, measurable first workflow is worth more than a large project.
Will the AI make decisions on its own?+
Only where risk is low and the rules are clear. For anything with financial, legal or reputational impact, the agent prepares and a person approves.
Is my data safe?+
We define with you which data each workflow can see and how long it keeps it, in line with GDPR. Legal responsibility for processing rests with your business, and we recommend validating the design with your lawyer.
Does it work with the tools I already use?+
We connect to any system with an API or webhooks: CRM, online store, invoicing, spreadsheets, email and messaging. We confirm compatibility in the diagnostic.
How much does it cost and how long does it take?+
It depends on complexity and integrations. After a short diagnostic we make a fixed proposal with scope and timeline; we do not publish list prices because each workflow is built to measure.
What if something goes wrong?+
Workflows have logging, alerts and a path back to manual work. If the agent fails or is not sure, it alerts a person instead of improvising.

Request a proposal

Let’s find the process most worth automating

Tell us what eats most of your team’s time. We reply within one business day with next steps.

Not sure where to start? Take the quick audit test →

Request a proposal

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