Artificial intelligence agents for companies

An AI agent is a system that uses a model for multi-step tasks, such as finding and comparing information, preparing text or generating alerts. We design agents with defined permissions and rules, human oversight and support according to the agreed scope.

Agents that work with you, not instead of you.

Human
always reviews

An agent proposes and runs bounded tasks; a person validates what matters.

1
repetitive task at a time

We start with one task that has written rules and measure it before adding another.

24/7
disponibles

They run when you need them, with no shifts or weekends.

0
black boxes

Every decision the agent makes is logged and can be audited.

Where an agent really helps.

Not everything needs AI. These are the tasks where the effort usually pays off.

Assisted support

Answers the common questions and hands anything that needs judgment to a person.

Market and competition

Checks prices and news and summarizes what changed.

Automatic reports

Builds the weekly report from your own data, with no copy-pasting.

Sales follow-up

Remembers every pending contact and drafts the next message.

Content with review

Writes drafts in your voice that a person approves before anything is published.

Monitoring and support

Watches your site and integrations and alerts you when something breaks.

A standalone chatbot or a team of agents.

Standalone chatbotSupervised team of agentsOur approach
ScopeAnswers questionsRuns tasks end to end
OversightAlmost noneWritten rules and human review
DataGenericYours, with limited permissions
TraceabilityLittleA record of every action
MaintenanceGoes out of dateAdjusts with use

From one task to a system.

  1. 01Week 1

    Choose the task

    A repeated task, with clear rules and enough volume.

  2. 02Week 1

    Write the rules

    What the agent does, what it doesn't, and when it asks for help.

  3. 03Weeks 2–3

    Controlled test

    The agent runs in parallel and is compared against the current process.

  4. 04Week 4

    Go-live

    It goes live with human review.

  5. 05Ongoing

    Expand

    If it works, the next task is added.

What an agent is and isn't.

An agent is a program that receives a goal, uses tools and decides intermediate steps. It isn't magic and it doesn't replace your team: it takes the repetitive work so people can focus on decisions.

Everything an agent touches has limited permissions and is logged. If a task goes off the rails, it stops and asks for review. That's what makes it reliable with real data.

A team at work

This is what an ordinary Tuesday looks like for a team of supervised agents.

Radar
Market and competition
Checked prices from 6 competitors
Catalog
Product information and stock
Flagged 4 products without photos
Prices
Price lists and margins
Approved and published
Service
Inquiries
Answered 31 frequently asked questions

Illustrative simulation of an agent team. Real agents are designed around your processes.

What tasks they can do

Agents perform best on repetitive tasks with defined rules and accessible data: tracking competitor prices, standardizing product pages, preparing price lists, answering frequently asked questions, sorting inquiries and putting together weekly reports.

  • Market and competitor research with source and date.
  • Loading and checking catalogs, variants and stock.
  • Price list updates with human approval.
  • Handling frequent inquiries with handoff to a person.
  • Sales follow-up and an up-to-date CRM.
  • Automatic reports and alerts.

How we keep control

Each agent has limited permissions. Anything that goes out (a published price, an email to a customer) goes through rules or a person's approval. Everything is logged so you know what each agent did and why.

We define which data each agent sees and which service processes each task, so sensitive information doesn't end up in tools that could reuse it.

How the savings are calculated

Savings are measured, not promised. Before building, we assess process time and errors. Afterward, we compare results for the same period, including human review, exceptions, tools, models and support.

A first estimate uses the number of people involved, hours spent, hourly cost and the share of the task that could be automated.

Process

  1. Review of tasks and tools.
  2. Design of the agent teamwhat each one does, with what data and what a person approves.
  3. Pilot test with real cases.
  4. Rollout, measurement and adjustments.
  5. Monitoring and technical support.

What we deliver

  • The team of agents running on your tools.
  • The rules in writing: what each agent does and what a person approves.
  • A dashboard with what the team did each week.
  • Logs of every run.
  • Training for whoever supervises.

Who it's for

It makes sense ifNot yet if
Your team repeats tasks every weekProcesses change every day
The data lives in accessible toolsThe information lives on paper or in someone's head
There's someone who can review resultsNobody has time to supervise at the start

Frequently asked questions

Does AI replace my team?

That's not the goal. Agents take away repetitive work so your people have time to decide, sell and serve customers. Decisions stay with people.

How is a team of agents priced?

By scope: how many processes it covers, which tools it connects and what controls it needs. Model usage and external tools are budgeted separately.

What happens if an agent makes a mistake?

We establish approvals and logs to help detect and review errors. Sensitive tasks are controlled according to their risks and the agreed scope; execution monitoring is included when support is contracted.

Can an agent make mistakes?

Yes. That's why they work with written rules, limited permissions, a record of every action and human review on what matters.

Does it replace my team?

No. It takes on repetitive tasks so people can spend their time on decisions.

Where do I start?

With a single repeated task that has clear rules. You measure it and, if it works, add the next one.

Is my data safe?

The agents only access what they're allowed to, and everything is logged.

Shall we talk?

Tell us what you need and we'll reply with a concrete proposal, with scope and phases.

Bring what you want to break.

Custom websites, ecommerce and teams of AI agents. We answer with a concrete proposal.

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