CFO services for fashion and apparel brands.
Apparel sells in seasons, in sizes, and with return rates that would sink most categories. We bring finance leadership that reserves for returns by product, plans buys against sell-through, and manages markdowns so cash is not stranded in last season's stock.
The finance problems that define this segment.
Return rates of 20 to 40 percent.
Returns carry refund, return shipping, inspection, and restocking cost, and a share cannot be resold at full price; reserves must be set by product and channel.
Size and color depth multiplies SKUs.
One style in six sizes and four colors is twenty-four SKUs with different sell-through; buying depth by size curve is a margin decision.
Seasonal buys are placed months ahead.
Purchase commitments for a season precede its sales by four to eight months; a miss becomes markdown.
Markdown risk is structural.
End-of-season clearance, outlet, and off-price channels recover a fraction of cost; markdown reserves and cadence must be planned.
Core vs. seasonal economics differ.
Replenishable core styles earn steadier margin than seasonal fashion; the mix shapes risk.
Wholesale and marketplace channels change margin.
Wholesale terms, chargebacks, and marketplace fees produce different contribution by channel.
Fit and quality drive returns and reviews.
Product-level return reasons feed both margin and merchandising.
How we run finance here.
- Return reserves by product, channel, and season from actual return history; net revenue after returns reported monthly.
- Sell-through and markdown reporting — weekly sell-through by style and size, markdown cadence, recovery rate by channel.
- Buy planning — purchase commitments against sell-through targets, size curves, and a cash plan; open-to-buy discipline.
- Contribution by style, channel, and season — after returns, markdowns, fulfillment, and advertising.
- Core replenishment model separated from seasonal fashion economics.
- Inventory valuation with obsolescence reserves on a defined schedule.
- 13-week cash forecast built around seasonal purchase timing.
- Owner or sponsor pack with sell-through and inventory health first.
Key metrics we build and report.
| Metric | What it tells you |
|---|---|
| Return rate and net revenue after returns, by product and channel | True sales |
| Unsellable return share | Returns cost |
| Weekly sell-through by style and size | Buy accuracy |
| Markdown rate and recovery by channel | Margin loss on clearance |
| Contribution margin by style, season, and channel | Where the brand earns |
| Inventory weeks of supply and aged stock | Cash in inventory |
| Open-to-buy vs. committed | Purchase discipline |
| Core vs. seasonal revenue and margin mix | Risk profile |
| Gross margin after landed cost | Product economics |
| Cash forecast through season buys | Fundability of the next season |
Worked example.
An online apparel brand, $22M revenue, four seasons, storefront and wholesale.
The plan: return reserves by product; open-to-buy against sell-through; size-curve analysis; markdown cadence with channel recovery targets; aged-inventory liquidation and valuation reserve.
Where we’ve done this.
Online apparel and footwear brands growing from storefront to wholesale; seasonal fashion labels; brands with core replenishment programs; sponsor-backed apparel companies. Pattern-level only.
How do we set a return reserve?
From product- and channel-level return history, updated monthly, with the unsellable share costed separately.
What is open-to-buy?
A purchase discipline that caps commitments against planned sales and inventory targets; we install and run it with merchandising.
How do we reduce markdowns?
Better buy depth by size curve, earlier sell-through signals, and a planned clearance cadence; we measure each.
Can you help with wholesale terms?
Yes — contribution by account after chargebacks, terms, and returns.
Further reading.
The 13-Week Cash Forecast for a Behavioral Health Group
How to build and run a rolling 13-week cash forecast in a behavioral health practice — collections by payer, payroll timing, a worked example, and the decisions it makes possible.
Read article → InsightWhy Cash-Basis Books Mislead a Behavioral Health Practice — and What a Real Close Looks Like
How accrual accounting, revenue by date of service, and an allowance for uncollectible claims change what a behavioral health owner sees — with a worked comparison and a close checklist.
Read article → InsightThe Monthly Management Report for a Behavioral Health Group: What Belongs In It
The metrics, statements, and commentary a behavioral health practice's monthly report should contain, with a sample page-one — and the order that makes it useful to owners and boards.
Read article →Insights for this vertical.
E-commerce-specific insights are being published.
Tell us about the business.
One conversation about where the numbers stand and what the next stage needs from finance. We will tell you where we can help, where you need someone else, and what it would cost.
The information on this page is provided for general informational purposes and does not constitute accounting, tax, legal, or investment advice. Sales tax, indirect tax, customs, and cross-border compliance obligations depend on the specific facts of the business and change frequently. Figures in examples are illustrative. See our full Legal Disclaimer.