Engagements, with the numbers attached.
Each one starts with a baseline taken before we change anything, and ends with a list of what we did not measure. That second list is what makes the first one worth reading.
- Vessl AI GTM automation
An AI GTM pipeline that drafts 200 emails before your morning coffee
A multi-tool prospecting workflow rebuilt as one n8n pipeline: conference calendar, CRM, research and Gmail. Each morning ~200 personalised drafts land in the inbox, reviewed and approved in under 30 minutes.
- Drafts per day
- 10× 20 → ~200, same headcount
- Reply rate
- Unchanged 5% before and after
- Daily human time
- −50% 60 → 30 minutes
Measured over 8 weeks Read the case study - Relocation agency Operation agent
An operation agent that replaced manual coordination, per move
An agency drowning in human touch points, training costs and volatile headcount. We deployed a dedicated AI operation agent per move to handle coordination end to end, 24/7, with human approval at every critical step.
- Response time
- Minutes down from 3–4 days
- Cases per operator
- 5× 10+ → 50+
- Freed per case
- 6 h coordinator time
Measured over 8 weeks post-deployment Read the case study
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