AI Demand Forecasting

Know which SKU runs out, six weeks before it happens

Routeharvest models demand at the SKU-location level. Your planners see the stockout coming before Monday, not after the weekend.

Get Early Access See How It Works

6 weeks early SKU-location precision Connects to your ERP today

6 weeks

Lead-time visibility before a stockout reaches the picking floor

~34%

Fewer stockouts across early-access pilot manufacturers

500+

SKU-location pairs tracked per weekly plan refresh

Same day

ERP integration setup, no data engineering team required

The Monday Problem

Every Monday, the spreadsheet gets rebuilt from scratch. By Wednesday it is already stale.

Four to six hours, every Monday morning

Planners reconcile last week's demand against this week's open orders before the workday can start.

Stockouts only appear when picking starts

By the time a shortage is visible, it is five days too late to place a replenishment order with any cushion.

Dead inventory compounds quietly

Last season's wrong forecast ties up warehouse space and cash for months before anyone notices the pattern.

How It Works

Three steps from your ERP to a planner inbox

Connect

Routeharvest reads your ERP transaction history and WMS location data. No CSV uploads, no data engineering team required. Setup completes the same day.

Model

An ML model is built per SKU-location pair, trained on your actual demand patterns: seasonality, promotions, lead-time variance, and supplier reliability.

Act

Planner inbox shows: "SKU-042 at Cincinnati DC will hit zero on June 19. Reorder by June 3 to maintain buffer." No spreadsheet. No guesswork.

Early-Access Results

What pilot teams are saying

We used to run a four-hour reconciliation every Monday just to figure out what we had and what we needed. Routeharvest cut that to a fifteen-minute review. The stockout alerts alone paid for the first three months.

Director of Supply Planning, mid-size industrial hardware distributor (pilot program)

The SKU-location granularity was the part I did not expect. Our previous tool gave us category-level forecasts that missed the slow-moving SKUs at regional DCs. Routeharvest catches exactly those.

VP Operations, regional food-service manufacturer (early-access cohort)

Kellbridge Industrial

Varela Food Systems

Early-access cohort