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Agents that decide case by case.

AI agents that work through a task over several steps on their own — inside the limits you set.

AI agents go beyond fixed workflows: they plan the necessary steps themselves and carry them out one after another. I build custom AI agents that work with your tools via APIs, process information, and decide case by case.

Sound familiar?

Where fixed rules stop being enough

Every exception waits for a person

Fixed rules hold up as long as nothing unexpected turns up. The moment it does, the case gets stuck.

Small jobs nobody gets round to

Search, read, summarise, record — lots of small steps nobody ever makes time for.

Nothing moves overnight

Enquiries and anomalies arrive around the clock. Nobody looks at them until the next morning.

What this looks like in practice

From customer support to monitoring

Customer support

Support agents that look things up in the connected programs themselves

Research

Research agents that gather, check, and summarise information

Software development

Agents that write and review code for development teams

Data preparation

Agents that clean, transform, and route data

Sales

Sales agents that assess prospects and draft personalised messages

Editorial work

Editorial agents that create content in several steps

Monitoring

Monitoring agents that detect anomalies and trigger responses

Multi-agent systems

Several agents share one large task — each handling the step it's set up for

What you get out of it

Works through several steps on its own — within your limits

Autonomous execution

An agent works through a task over several steps on its own: look it up, decide, record it, report back.

Decisions case by case

Unlike a fixed rule, an agent reads the context along the way and then picks the route that fits the individual case.

Tool & API integration

Agents work with your existing software — they search, read databases, call APIs, and act on their own.

Many tasks at once

An agent works on many tasks at the same time. When the workload grows, the team does not have to grow at the same rate.

From my own practice

My agents run around the clock

My own agents run around the clock on a server and are controlled through Telegram, including by voice message. They write and schedule content, work on the code of my applications, and get in touch when something goes wrong.

How we work together

Five steps from first call to handover

  1. 1

    Intro call

    30 minutes, free, booked through my calendar. You tell me which process is costing you time.

  2. 2

    Process review

    Together we work out which process is worth tackling first and what it will take.

  3. 3

    Prototype

    Within days rather than months, there's a first version for you to try out.

  4. 4

    Pilot

    The solution runs in day-to-day operations with your team. Any rough edges get smoothed out.

  5. 5

    Handover and support

    Documented, monitored, and developed further if you want. You're not left to deal with it on your own.

Technologies used

Claude Code · OpenAI Codex · Anthropic Claude · OpenAI GPT · LangChain · CrewAI · n8n · Python · TypeScript · REST APIs · Webhooks

An example from my work

Own system · in daily use

AI agents in round-the-clock operation — a server on the team

Agents that write, run, and monitor my applications — controlled through Telegram, including by voice message. A watchdog reports outages and restarts whatever has stopped, and each morning a single combined report lands on my phone.

See the full case
Frequently asked questions

What you'll want to know first

Does an agent end up doing whatever it likes?

No. An agent works inside the limits you set. Within those limits it decides case by case which route fits.

How is that different from an automation?

An automation follows fixed rules and holds up as long as nothing unexpected turns up. An agent plans the necessary steps itself, reads the context along the way, and picks its route from there.

Roughly how much does it cost?

Prototypes start at €3,000. The intro call beforehand is free.

How long does it take?

You get a first working prototype in days, not months.

What happens in the intro call?

Half an hour, free, booked through my calendar. You tell me which process is costing you time today; together we look at which one is worth tackling first — and whether I'm the right person for it.

Attila Arndt

Attila Arndt · Triple A Digital, Cologne

Which task sits waiting at your company until someone has time?

Pick a time that suits you. In the intro call, we'll work out which process is worth tackling first — and whether I'm the right person for it.

Free intro call (opens in a new tab)

Or email me directly: hello@tripleadigital.de · I reply within 48 hours.