Most sales teams in SMEs spend more time searching for contacts, copying data into the CRM, and writing the same email for the 40th time than selling. It’s not a lack of talent — it’s a lack of a system.
What can (and should) be automated
- Lead enrichment (LinkedIn, website, news)
- Initial qualification via AI agent
- Automatic summaries of calls and meetings
- Proposal drafts from templates
- Scheduled multi-touch follow-ups
What NOT to automate
- Negotiation
- Handling complex objections
- Relationship building in strategic accounts
Typical stack we build
CRM (HubSpot or Pipedrive) + n8n + OpenAI/Gemini + Apollo + automatic transcription. Monthly cost: 80–250€. Time saved per rep: 8 to 12 hours per week.
Real result
With a B2B client in Lisbon, we went from 18 qualified leads/month to 74, without hiring anyone else. The sales cycle shortened by 22%.
It’s not magic. It’s architecture.

Writes about applied AI, operations, GEO/SEO and how to turn companies into machines that keep running even when no one is watching.
