Retail Analytics Pipeline
6 hours of manual reporting → 0
A multi-channel retailer needed one trustworthy view of sales — without a person rebuilding it by hand every morning.
6 hrs → 0
Daily manual reporting
4
Sales channels unified
<5 min
Fresh data each morning
The challenge
Every morning, someone rebuilt four separate sales reports by hand — roughly six hours of copy-paste before anyone could see how the business was doing, with errors creeping in most weeks.
Our approach
- 1
Mapped every source system and agreed a single set of analysis-ready tables with the finance team.
- 2
Built idempotent ELT pipelines that ingest all four channels on a schedule, with data-quality checks and anomaly alerts.
- 3
Delivered clean tables plus a morning summary posted straight to Slack before the team logs on.
The outcome
Six hours of daily manual reporting eliminated entirely.
Anomalies now surface automatically instead of being caught days later.
Finance works from one source of truth instead of four spreadsheets.
“What used to take my team a full day every Monday now lands in Slack before we wake up.”
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