Demand forecast
Expected sales by style, colour, size and store, with seasons, promotions and holidays taken into account.
YufuAir AI
AI that proposes. People who approve.
YufuAir's models read your own sales, stock, seasons and RFID counts, then put forward concrete suggestions – each with its reasons and a button for a person to approve, adjust or reject.
A person decides
Proposals wait for approval. Nothing changes stock, prices or orders on its own.
Reasons, not magic
Every suggestion shows the signals behind it, in plain words.
Your data, isolated
Each tenant's data stays inside its own boundary. Models run on private servers.
Learns from outcomes
Approvals, adjustments and what actually sold feed the next forecast.
What it does
Nine assistants for the decisions fashion gets wrong most
Replenishment proposals
What to send to each store from the warehouse, sized to the forecast and the space – ready for approval.
Allocation
How to split a new delivery across stores and the online pool before the first piece is sold.
Size curves
The size mix each store really sells, so buying and allocation stop leaving S on the rail and M sold out.
Store clusters
Groups of stores that behave alike, for assortment and allocation that fit each group.
Markdown advice
Which items to reduce, by how much and when, to clear the season with the least margin given away.
Assortment advice
What to carry where next season, from what sold, what did not and what was never offered.
Loss & abuse detection
Unusual returns, voids, discounts and count differences surfaced for a manager to review.
Data-quality watch
Missing costs, odd prices, duplicate items and broken mappings flagged before they skew a report.
How a proposal works
Read it, question it, approve it
Signals
Sales, stock, RFID counts, transfers, prices and the calendar.
Proposal
A concrete list – items, quantities, stores – with the reasons attached.
Decision
The responsible person approves, adjusts or rejects it, under the same roles and approval rules as any document.
Action and feedback
Approved proposals become transfers, orders or price changes. The outcome feeds the next round.
Illustration with invented sample data.
Private by design
The models run on private servers. A tenant's data is used for that tenant's forecasts and proposals and is kept apart from every other tenant's data.
Inside your controls
AI proposals obey the same roles, approval chains and segregation of duties as everything else in YufuAir, and every decision is in the audit trail.
See the proposals on your own history
Bring a season of sales and stock. We will show you what YufuAir would have proposed – and why.