In this article
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
A typical stack
CRM (HubSpot or Pipedrive) + n8n + OpenAI/Gemini + Apollo + automatic transcription.
How to tell if it is working
Before automating, record three numbers: qualified leads per month, time to first response and length of the sales cycle. Measure them again after two or three months. If they don't move, the problem is the process, not the tool.
It's not magic. It's architecture.
HB
Written by
Henrique Baeta
Co-Founder & Doer
Writes about AI consulting for operations and processes: how to map and simplify processes, apply AI where it has the most impact and measure the gains.