Case Studies

Real AI automation systems we have shipped, with the architecture, tooling, and measured results. First studies are publishing now.

Studies

Hotel Outreach Automation

Hospitality

End-to-end system that discovers hotels, enriches them, generates personalized sales outreach with Claude, and handles replies. n8n + Claude API + Playwright. Roughly 50× faster than the manual workflow it replaces.

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