Retail Merchandise Financial Planning for fashion
In a network of stores and online channels, a financial plan works only if it holds up in every point of sale. Stealth Cosmica connects sales, margin and inventory targets with the stock each store and channel needs, calculating open to buy for each SKU and location and keeping purchases under control throughout the season.
For targets, budgets and cross-functional alignment at headquarters level, see AI Merchandise Financial Planning.
Effective Retail Merchandise Financial Planning turns headquarters targets into concrete choices at every point of sale
Fashion products have short lifecycles and demand shifts quickly, often differently from one market or channel to another. When buying budgets are fixed at the start of the season and never revisited, some stores run out of key sizes while others accumulate stock that ends up in markdowns. A detailed approach, with open to buy updated on actual sales, keeps the network aligned with what customers are buying.
- Open to buy calculated for each SKU and location improves availability and size distribution across the network
- Sell-through monitoring during the season lets planners speed up or slow down purchases before imbalances build up
How can Stealth Cosmica help Retail Planning teams?
Plans by store and channel
Stealth Cosmica uses artificial intelligence to estimate demand by season, category, channel and market, giving every point of sale and online store a realistic starting figure.
Open to buy at SKU level
The solution calculates buying capacity for each item and location, balancing expected sales, stock on hand and financial limits.
Control during the season
Stealth Cosmica compares actual performance with the forecast in real time, so planners can adjust budgets, reallocate stock or cancel orders before the season closes.
Omnichannel consistency
Inventory allocation covers physical and digital channels, so the plan reflects how customers actually shop.
How does Stealth Cosmica support Retail Merchandise Fanancial Planning?
Stealth Cosmica analyzes past sales, inventory behavior and margins alongside market trends, showing what drives results across stores, channels and categories.
Teams set targets in the solution consistent with the overall business strategy, and these become the reference for every buying and stock decision.
AI forecasting models estimate demand by season, category, channel and market, setting the baseline for the retail plan, while scenario modeling helps planners prepare for shifts in demand.
Stealth Cosmica calculates how much can be bought, and when, for each item and point of sale, considering expected sales, existing stock and financial limits.
The solution turns the plan into a product mix, defining the number of styles, the depth of each option and the price structure for the network.
Stealth Cosmica tracks actual sales against the plan as the season unfolds, so buyers can accelerate or slow purchases, cancel orders or move stock between locations, supported by the real-time inventory view of Store Operations.
Outcomes
Fewer markdowns at season end
With Stealth Cosmica, buying follows what each store and channel actually sells. Stock stays aligned with demand, so promotions are planned at the right moment instead of being forced by excess inventory.
Better availability where it counts
By calculating open to buy for each SKU and location, the solution improves size distribution across the network, supporting availability in the stores that sell most and limiting surplus elsewhere.
Faster stock turnover
Aligning purchases with real demand, Stealth Cosmica improves the movement of goods through the network and keeps assortments focused on what sells.
One plan for finance and retail
Stealth Cosmica replaces manual spreadsheets with shared KPIs and a single source of data, so retail and finance teams work toward the same revenue and margin targets.
Who is Stealth Cosmica for Merchandise Financial Planning for?
Retail Planner
Buyer
Store Operations Manager
E-commerce Manager
Frequently Asked Questions
It is the process of turning sales, margin and inventory targets into plans for each store, channel and product, and of controlling purchases as actual sales come in. In Stealth Cosmica, it connects financial goals with the stock decisions made across the retail network.
Open to buy is the amount of merchandise a retailer can still purchase in a given period without exceeding its inventory and financial plan. Stealth Cosmica calculates it from expected sales, existing stock and budget limits, for each SKU and location.
Stealth Cosmica compares actual performance with the forecast in real time. When sales run ahead of or behind plan, planners can increase or reduce purchases, move stock between locations or cancel orders.
Stealth Cosmica estimates demand by channel and market and allocates inventory between physical stores and online sales, so the plan reflects how each one performs.
Merchandise financial planning at headquarters sets revenue, margin and inventory targets and aligns finance, merchandising and supply chain around them. Retail financial planning applies those targets to each store, channel and SKU, and manages open to buy as the season progresses. Stealth Cosmica covers both within the same solution.
Working with a global network of international Partners
