Plan on the signal, not last year plus a bit.
A proprietary ML forecast at channel and size level that re-learns from live sell-through — so every plan downstream starts from real demand and stays current all season.
Same role. Better week.
- Start the plan from last year plus a percentage
- Re-forecast manually, only when there's time at month-end
- Work from a forecast nobody downstream quite trusts
- Lose the new-style call to gut feel and look-alikes by hand
- Start from an ML forecast learned from every channel signal
- Re-forecast continuously on live sell-through, day and night
- One forecast the whole plan runs on, reconciled everywhere
- New styles forecast from look-alikes automatically
Your Demand agent never stops re-forecasting
It re-forecasts the season on the latest sell-through around the clock and flags where the plan and the live signal disagree — so you act on drift while it's still small.
Meet the agentsRe-forecast ready — 3 categories have drifted from plan this week. Want me to stage the moves for your review?
A forecast people trust
One signal the whole plan runs on, learned from the data — so the buy, the allocation and the markdown all start from the same place.
Always current
The forecast re-learns from live sell-through, so the plan keeps up with the week instead of waiting for month-end.
The hard calls, supported
New styles and broken curves are forecast from look-alikes, so judgement starts from evidence.
Demand forecasting
An ML forecast that learns from every channel signal — so the buy starts from real demand, not last year plus 5%.
ExploreIn-season management
Sell-through changes the plan in real time — re-forecast, rebalance and re-buy without waiting for month-end.
ExploreAssortment planning
Build the assortment from the same plan — options, depth and size curves that match real demand by channel and door.
ExploreIt shows up in the numbers.
“We scaled into a facility four times the size and expanded into entirely new categories — managing it all with the same lean team. Tightly didn't just automate our stock, it gave us the confidence to grow.”
Beauty & wellnessFace the Future hit these numbers after moving into a facility 4× the size, with the same lean team.
Across beauty, the leaders sell 71% at full price against 57% — a 14-point gap, won by acting on demand signals faster.
Tightly · State of Retail Inventory 2026
Plan with confidence. One set of numbers, every team, every week.
There's nothing to rip out. Tightly runs on your existing ERP, EDI, e-commerce and POS. Give us 30 minutes and we'll show it on your own categories.