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Data & Research Example project
A furniture retailer with several stores and an online shop builds its weekly report by hand from three systems.
01 The brief
Each Monday a manager exports data from the till system, the online store and the stock sheet, then builds a report in a spreadsheet. It takes half a day and is often late.
The owners want to see sales by store and channel, best and slow sellers, and stock running low, without waiting for the report.
02 What we delivered
Sales by store, by channel and by week, compared with last year.
Best sellers, slow sellers and margin by category.
Items running low and stock sitting too long.
Data from the 3 sources refreshed every day.
03 AI-built. Human-verified.
AI did the fast, repetitive part. An analyst checked and finished it before the client saw it.
Exports from the 3 systems are mapped and first charts drafted.
A data analyst checks totals against the old reports and fixes the gaps.
The owners say which numbers they look at first.
Dashboards shared with the team, with a short guide.
04 The handover
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