Botdeploylab
All case studies
Analytics

Daily KPI digest bot

A 40-person startup gets a 9am Telegram summary of revenue, churn, and signups — pulled from BigQuery, rendered as a chart.

Manual hours saved
6/wk
Sources
4
Recipients
38
Daily KPI digest bot

The brief

Replace a manually-built Slack KPI report with a Telegram bot that reads BigQuery, renders a PNG chart, and posts a clean summary.

What we built

  • BigQuery + Stripe data sources
  • Matplotlib chart rendering
  • /report on-demand command
  • Cron-driven 9am post

Stack

  • python-telegram-bot
  • Railway
  • BigQuery
  • matplotlib

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