Retail
Revenue is up and gross margin looks stable. On paper, the quarter reads well.
Then the board asks what actually changed in the underlying economics, and finance, merchandising, and channel teams produce three different explanations. Contribution margin, once promotions, markdowns, returns, and
channel-specific costs are considered under an agreed contribution model, may already be moving in the wrong direction, but without that agreed model, nobody can say for certain, or since when.
Gross margin percentage barely moves, while leadership increasingly suspects contribution economics are deteriorating beneath it, with no agreed way to confirm it
Finance, merchandising, and channel teams each bring a different margin figure to the same review
A promotion clearly drove volume, but its full cost, once markdowns and returns are counted, was never calculated
Markdown and write-off figures arrive as a shock rather than a tracked, expected trend
What's Actually Breaking
The organisation reports gross margin consistently, but lacks an agreed view of contribution once channel-specific costs, promotions, markdowns, and returns are included. Different teams fill that gap differently.
A promotion's listed discount is only part of its real cost. Markdowns on unsold stock, returns, and potential cannibalisation of full-price demand rarely get attributed back to the promotion that caused them.
Buying and merchandising decide to mark down stock based on sell-through, without an estimated view of the margin consequence until finance closes the books, weeks later.
Adds more views of the same undecomposed number. Doesn't reveal whether last quarter's dip was price, mix, promotion, or markdown.
Request a Diagnostic ConversationPerformance often varies materially between promotions, and blanket cuts may remove activity that is still commercially effective.
Break each quarter's margin shift across price, volume and mix, product cost, promotion, markdown, returns, and channel economics, using agreed rules rather than ad hoc judgment.
Where a rule depends on an assumption rather than observed data, that assumption is flagged explicitly, not presented as fact.
Ownership for improving the weakest inputs is clarified before the next quarter's close.
Apply agreed attribution rules consistently across markdown, promotional, and channel costs, and flag margin-eroding SKUs before quarter-end rather than after.
Decide the retailer's pricing strategy or which specific promotions to keep running. It can make the economics visible. The commercial judgment on what to do about them stays with leadership.
Decomposes one quarter's margin movement across price, mix, product cost, promotion, markdown, returns, and channel economics. Leadership leaves with a decomposed view of the most material margin drivers, clarity on where attribution still relies on assumptions, and a prioritised view of what to fix first.
Request a Diagnostic ConversationRevenue growth is not quality growth when leadership cannot explain the economics underneath it.
If your business is growing but reporting, workflows, data, or execution are becoming harder to manage, Kelarix can help you diagnose where better systems can create real leverage.
