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All work
RetailRetail brand2026

One live view of every customer

Customer data lived in five different tools. We unified it into one real-time dashboard.

Retail

5 → 1

Sources of truth

Live

Reporting

3

Teams aligned

01

The problem

Sales, support and marketing each had their own tools and their own version of the customer. Nobody could answer simple questions like 'what did this customer buy and what did they complain about?'

02

Our approach

We built data pipelines from each system into a single warehouse, resolved duplicate customer records, and designed a dashboard each team could use without training.

03

The outcome

Every team now works from the same customer view, reporting that took a week is live, and marketing campaigns target customers based on real behaviour.

Tech stack

  • dbt
  • BigQuery
  • Next.js
  • Metabase

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