A question business owners ask us again and again: "How does it actually work when an AI agent goes live for the first time? And how quickly does it become productive?"
It's a fair question. Anyone carrying responsibility in the Mittelstand wants to know exactly what happens — and when they can hit stop.
We Build Employees
Our approach: we treat agents exactly like new employees. Not a tool you configure once and then forget. An agent gets hired, onboarded, and developed further.
That sounds like more effort than a single click on "Deploy." It is. But it works.
What Happens at Go-Live
On day one, we sit down with the customer — inside the system, not in a pitch deck. The agent handles real tasks with real data from day-to-day business.
The customer sees every step. They have the stop button at all times. And they set the direction: "That was right, that wasn't, do this one differently."
This feedback flows directly into the next iteration. No detour through a ticket system, no waiting for the next release. The agent develops on the fly.
Speed: Hours, Not Months
For simple tasks — document qualification, invoice processing, pre-qualifying inbound inquiries — the iteration process takes hours. Not days, not weeks. Hours.
That's because the task is clearly defined: input goes in, a result comes out, and feedback is immediately actionable.
For more complex processes — multi-step customer communication, say, or workflows with decision logic — it naturally takes longer. We won't promise a number here, because it depends on the data, the process, and how quickly the customer can give feedback. Honesty matters more to us than a catchy headline.
When Is an Agent "Finished"?
Short answer: never.
Like a good employee, development never stops. An agent that's been running for three months works differently than it did on day one — more precise, more independent, better attuned to the business.
The difference: iterations become less frequent. Daily at first, then weekly, eventually only when processes change. But the frequency never hits zero. That's not a shortcoming — that's the principle.
Effort × automation = freedom.
Frequently Asked Questions About Go-Live
For simple tasks like document qualification or invoice processing: hours. The agent works with real data from day one, and every piece of feedback flows straight into the next iteration. For more complex processes with decision logic, it takes longer — depending on data quality and feedback. An agent is never truly finished. The iterations become less frequent, but they never stop.
Yes. The stop button sits with the customer — not with us. During go-live you see every step and decide what the agent is allowed to do and what it isn't.
Your data stays in your own environment. We work EU-hosted and GDPR-compliant. Iteration happens on your real business data — which is exactly why it works fast.