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Analytics & reporting

A reporting bot that turns your warehouse into one-tap dashboards. /report pulls KPIs, /chart returns a PNG, and a daily 9am summary is auto-posted to your management channel. SQL or REST data sources both supported.

Analytics & reporting
What's included

A clear, line-by-line scope.

Every Analytics & reporting build covers these capabilities at minimum. Anything beyond is scoped during your brief.

On-demand /report

Type /report revenue 7d and the bot returns the KPI block with deltas vs prior period.

Scheduled summaries

A daily / weekly / monthly summary post to a management channel, with the metrics you choose.

PNG chart exports

/chart sales 30d returns a rendered PNG using matplotlib or QuickChart — share-ready.

Pluggable sources

Read from Postgres / MySQL / BigQuery / Snowflake or hit any REST endpoint you own.

Framework
python-telegram-bot

Python stack pairs naturally with pandas and matplotlib for charts.

Host
Railway

Persistent scheduler and credential storage.

Monitoring
UptimeRobot

Health pings for the scheduler and data-source connectivity.

Ready to brief us on a analytics & reporting bot?

Pick a plan and the order page opens automatically — your engineer is assigned within hours.