AI Agents

Software that does the work, not just the calculation.

An AI agent is not a chatbot with a nicer name. It is a system that receives a goal, breaks it into steps, uses your tools to carry them out, and checks its own result before handing anything back.

That makes agents worth building where the work is repetitive but not mechanical — where every case is a little different, so a rigid script breaks, and a person ends up reading, deciding and typing the same kind of thing all day.

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What you get

Work that runs without you

Research, triage and preparation continue outside office hours, so the queue is already sorted when your team logs in.

Decisions you can inspect

Every run is logged: what the agent saw, what it chose, and why. When something goes wrong you can point at the step, not guess.

Boundaries you set

The agent acts only inside the permissions you grant it. Anything above the threshold you define stops and waits for a human.

How we work

1
We look at the actual work
Before any code, we sit with the people doing the task today and watch it happen. Most automation fails because it was built from a description of the work rather than the work itself.
2
One narrow case first
We pick a single, well-bounded task and build the agent for that alone. A narrow agent that works beats a broad one that almost works.
3
Run it beside the human
The agent works in parallel with your team without acting on anything. You compare its output against theirs until the gap is small enough to trust.
4
Hand over the controls
Once live, you get the logs, the limits and a written account of how it behaves when things go wrong — including how to switch it off.

Typical use cases

Reading incoming enquiries, classifying them and drafting a first reply
Gathering supplier or competitor information into one comparable overview
Checking documents for completeness before they reach a caseworker
Monitoring a data source and raising a flag when something changes
Preparing recurring reports from several systems at once

Tools we work with

Claude
OpenAI
LangChain
Python
Vector databases

Does this fit your situation?

Tell us what you are trying to solve. We will look at it honestly and say what is realistic — including when the answer is that you do not need us.