ROI calculator

What is a sharper forecast worth to you?

Tightly’s bottom-up ML forecast lifts accuracy ~14 points on hero SKUs. Here’s what that tends to free up, in cash and in margin. Drag your numbers in.

Your numbers

Rough is fine. Drag the sliders.

$M
$M
%
Estimated first-year impact
$1.73M
Driven by a ~14-point forecast-accuracy gain (wMAPE), sustaining a 98% in-stock service level.
$1.32M
Working capital freed · one-time, from a 22% inventory reduction
$413k
Extra gross profit / year · more full-price sell-through

Modeled on Tightly platform averages (22% working-capital reduction; ~14-point forecast-accuracy uplift on hero SKUs). A directional estimate, not a quote: your numbers will differ.

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How the estimate works

Two levers move when the forecast gets sharper. First, you hold less safety stock to hit the same service level, so working capital comes back, on the Tightly platform that averages a 22% inventory reduction. Second, fewer winners go dark and fewer losers get over-bought, so more of the season sells at full price instead of on markdown. The calculator applies those platform averages to your revenue, inventory and margin. It’s directional: the real number depends on your categories, which is what a demo is for.