Where automation pays off
Anywhere similar tasks happen repeatedly: inquiry handling, appointment booking, customer service standard questions, CRM maintenance, newsletters, reporting, data transfer between systems.
Rule of thumb: if an employee does a task identically multiple times per week, automation is probably worth it. If the task is highly individual, probably not.
What a chatbot really can do
A modern chatbot answers common questions 24/7, qualifies inquiries before handing them to a human, helps with appointment booking, provides initial advice — and offloads routine communication from your team.
What it can't do: replace complex consulting, hold emotional conversations or solve specialised problems. The best bot knows when to hand off.
Typical workflows
Web form → automatic qualification → CRM entry → Slack notification → confirmation email to customer — fully automated in 30 seconds.
Email inquiry → AI extracts content → categorisation → routing to the right person → reply suggestion generated.
Order in shop → invoice created → shipping label printed → customer informed → CRM updated — completely hands-off.
What to watch for
GDPR: clarify data flow, check server location, collect consent, handle sensitive data correctly.
Handoff to humans: define clearly when the bot must stop and involve a person. The frustrating thing is not the bot itself, but when it can't help and offers no handoff.
Maintenance: automations need care. APIs change, business rules evolve. Without regular updates, systems decay.
What it costs
Simple FAQ chatbot: from €1,500. Lead qualification with CRM integration: €2,500 to €6,000. Complex AI workflows with custom models or integrations: from €5,000 to six figures.
Running costs: €50 to €500/month for tool licences and API usage. More at very high volume.
Conclusion
Automation is not an end in itself. But automating routine tasks creates space for truly valuable work — consulting, strategy, customer relationships. ROI on well-built automation is usually double-digit per year.