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Augmenting Fashion Merchandising Decisions

How Prévoir Enabled a 50-Year-Old, $20M+ Fashion Brand to

Scale Merchandising Beyond Manual Workflows 

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Merchandising Shouldn't Live in Spreadsheets.

When merchandising lives in Excel and scattered tools, performance data is fragmented across files.​ Markdown decisions happen too late or too broadly. Range planning relies on instinct, memory and manual rollups instead of real insights.

​Over the past year, we partnered with a legacy New York-based fashion brand managing thousands of SKUs across retail and e-commerce. Together, we transformed three core workflows:

Merchant intuition, reinforced with evidence.
Confident decisions. Less manual effort.

Catalog Management

Range Planning

Markdown Decisions

Inside the Case Study: Three Workflow Transformations

Stop Chasing Stale Data Across Disconnected Systems 

Move from scattered, outdated spreadsheets to a single source of truth. By bringing real-time performance data and product visuals into one workspace, the team quickly identified attribute-level patterns—clarifying what’s working and where to act next.

From Reactive Discounting to Targeted Markdowns

Markdowns were once manual and reactive, managed through spreadsheets. Structured, performance-led workflows helped the team focus on the right products and actively monitor campaigns—clearing inventory faster while protecting margin.

Where Intuition Meets Evidence-Backed Planning

Range planning demands both creativity and confidence. By reducing manual effort and grounding decisions in historical performance and attribute-level insights, the team built more confident, evidence-basked assortments - without constraining creative judgement.

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Still Managing Merchandising in Excel?

When critical merchandising decisions live across scattered spreadsheets and tools, this case study outlines a more effective approach:

See how a legacy brand moves from scattered spreadsheets to unified merchandising workflows

Get a glimpse into real-time dashboards that turn live data into decision-ready insights

Learn how partnership-led development ensures tools actually solve merchant pain points

Apply actionable lessons on how lean merchandising teams manage complexity without adding headcount or cost

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