The plan drifts from the trade
Set at season start, wrong within weeks, too big to reforecast by hand.
For merchandise planners
Buy plans that survive contact with the actual week.
A plan is only as good as the last time anyone checked it against the trade.
FIELD READ / 01
What the job actually looks like.
Cover is measured too late
Stockouts and overstock get discovered on the stock report, not predicted.
Flow is decided by hand
Slow, store-by-store work that rarely gets the attention it earns.
Every reforecast is a rebuild
Changing one assumption means rebuilding the model to see what it does.
TWELFTH MOVES / 02
The same work, with the assembly already done.
Continuous, not seasonal
Demand is re-read as the trade happens, with the size of each gap attached.
OutputThe lines that have drifted
Cover risk before it lands
Stockout and overstock ranked by cost, while there is still time to act.
OutputA ranked cover-risk list
Ask, don't rebuild
Change an assumption in plain English and see what it does to the plan.
OutputA quantified what-if answer
NEXT MOVE
See what a week looks like with twelfth.
A pilot is configured around your categories and your team. We learn the work, connect the data, then get out of the way.