Hao Li
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Knitwear manufacturer · $100M+ revenue

5+ → 1

departments → one data roadmap

A data platform roadmap for a $100M+ manufacturer

The problem

A knitwear manufacturer with over $100M in revenue had its data spread across departments. Management couldn't see across them, and teams reconciled numbers by hand.

What I did

  • Discovery. I interviewed stakeholders across more than five departments to define what centralized analytics needed to answer.
  • Data readiness. I assessed the source systems and found documentation and governance gaps that would otherwise have broken reporting downstream.
  • Roadmap. I evaluated solution providers and worked with department heads and vendors on a technical roadmap.

The result

Leadership adopted the roadmap. For the first time, management gets insight across departments, without manual reconciliation between teams. The work is ongoing.

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