AI automation engineering

Automation + Dashboard, built in week 2 of Koya Talent

Three business data sources in, one trustworthy dashboard out.

Built with n8n, Claude API, Supabase, Next.js, Recharts, Vercel

  • A step in the flow
  • Checked in code
  • A person signs off
  1. Sheets + Airtable + API
  2. Clean and flagChecked in code, not by the model
  3. Compute metrics
  4. Claude summary
  5. Supabase
  6. Dashboard
data sources
data sources
auto-refresh
Dailyauto-refresh
custom report
custom report

Claude gets computed numbers, never raw records

Countable facts are calculated in the workflow. The model only interprets them.

Messy data is flagged, not dropped

Every excluded record shows on a Data Quality page with its reason.

The n8n workflow behind this dashboard isn't hosted right now. Saved reports still load, but generating new ones won't work as shown in the video.

Open the live app