Input diagnostics
Checks the supported sales, inventory, and supplier-constraint exports before any recommendation is calculated.
SOV17 product - 04
ReplenWise
ReplenWise turns supported Shopify sales and inventory exports plus supplier constraints into a SKU-level reorder plan with visible evidence and limits.
- Product URL
- https://replenwise.app/
- Primary users
- Owners and operations managers of US Shopify stores with repeat-purchase inventory
- Product category
- Demand forecasting and constrained reorder planning
- Status
- In development
- Data path
- The first calculation uses supported CSV exports and does not require Shopify installation or OAuth access.
Product record
Operating principle
A reorder quantity should come with its evidence.
ReplenWise combines observed demand, current inventory, supplier lead time, minimum order quantity, and pack-size constraints in one reproducible calculation.
The resulting ReorderMap shows assumptions, backtest performance against simple baselines, confidence and data-quality limits, and an explicit refusal wherever the evidence is not safe enough for a numeric recommendation.
What ReplenWise is built to do
Constrained ReorderMap
Produces SKU-level reorder quantities that account for lead time, inventory, MOQ, and pack size.
ReorderProof backtest
Shows observed-sales forecast performance against named simple baselines rather than presenting an opaque model score.
Explicit refusal
Returns REFUSE instead of a plausible-looking quantity when the inputs or forecast evidence do not support a safe decision.
Where ReplenWise draws the line
The first release is a planning tool, not an autonomous purchasing system.
No automatic purchase orders
ReplenWise proposes quantities for review and does not place or approve purchase orders.
No invented precision
Unsafe or insufficient evidence produces a visible refusal rather than an ungrounded forecast.
No required store connection
The first-result workflow uses supported exports; deeper Shopify synchronization is conditional on validated demand.