Automation Engine — AI agents and RAG brain
The Automation Engine brings AI agents and a searchable knowledge brain into your running processes — with approval and escalation logic instead of black-box automation, on infrastructure you control.
What's included
- AI agents for research, content pre-production and support pre-qualification
- RAG brain: a searchable knowledge base built from your own documents and data
- CRM and messaging integration with sync, triggers and follow-ups
- Monitoring and approval workflows instead of uncontrolled automation
Concrete services & deliverables
- Process audit: what can be safely and meaningfully automated
- Agent workflows including approval and escalation logic
- RAG brain set-up on your own, controlled infrastructure
- CRM and messaging integration, e.g. lead routing and follow-up sequences
Outcome for you: Research, support and content keep running in the background — without sensitive data drifting into someone else's SaaS tools.
Process audit
We review existing workflows and identify where agents create real time savings without adding risk.
Agent design & approval logic
Workflows with clear boundaries: what runs autonomously, what needs human approval.
Integration into CRM & messaging
Connection to existing systems so agents work inside your real workflow, not on an island.
Operation & monitoring
Ongoing operation with logging, so agent behaviour stays traceable.
Where do the data and models run?
On our own, controlled infrastructure in the EU/CH — that's the sovereignty layer connecting all four engines.
What happens when an agent makes a mistake?
Critical steps go through approval and escalation logic, not full autonomy. Misbehaviour is logged and traceable.
Does this replace our team?
No — the agents take over repetitive prep and groundwork so your team can focus on decisions and customer contact.
Not sure this fits your case?
The Growth Audit sorts that out in one short, concrete conversation — not a generic pitch.