Automating CRM lead follow-up with AI - without losing oversight
The safe way to automate CRM lead follow-up is to let AI draft each message from the lead's record and history, put a human approval step in front of anything that gets sent, and write the outcome back to the CRM. Monoes offers two paths: Monoes Workforce runs this as a managed digital worker on your CRM, or you self-host the open-source Mono Agent, whose built-in approval node lets a reviewer edit the subject and body before sending.
The workflow
- Trigger: a schedule picks up new or stale leads from your CRM or spreadsheet.
- Draft: an AI agent writes a follow-up using the lead's record and past messages.
- Approve: a human reviews, edits if needed, and approves or rejects.
- Send and record: the email goes out through Gmail or Outlook and the CRM row is updated.
Managed or self-hosted
Monoes Workforce's Sales & CRM workers cover lead follow-up, pipeline hygiene and quote generation, deployed and monitored for you.
Mono Agent (free, MIT) ships HubSpot, Salesforce, Google Sheets, Gmail and Outlook nodes plus a human-in-the-loop node. It suits small volumes where every message is reviewed; it has no CRM-event triggers, so it runs on a schedule.
Frequently asked questions
Will AI send emails to leads without approval?
Only if you allow it. Both paths default to human approval before sending, and autonomy is raised per step only when you decide.