Monday’s alert, Tuesday’s promise
Imagine a small retailer promising Tuesday dispatch for refill packs. Its manager sees an automatic alert: “Buy 60.” With no stock available, approving the recommendation feels like protecting service. The assumption is that every unit behind the alert represents a purchase. Acting on it could tie up money the business needs elsewhere.
This is a hypothetical example with assumed figures, not reported results. Customers pay when ordering. The manager has $700 available for stock; the supplier charges $10 per pack plus $20 per delivery, arriving before Tuesday’s dispatch cutoff.
Buy sixty, or cover twenty?
Buying all 60 packs requires 60 × $10 + $20 = $620 upfront, leaving $80 available. That covers the alert’s entire quantity.
Alternatively, inspect the underlying records first. They contain 20 paid units and 40 units in unpaid carts. Buying 20 requires 20 × $10 + $20 = $220 upfront, leaving $480. Both purchases fit the budget and cover the 20 existing commitments. The smaller order leaves $400 uncommitted. Paying for stock uses cash; unsold packs remain inventory, not an automatic loss.
The missing status changes the decision
The report sums quantities while dropping the payment status. That transformation turns interest into apparent committed demand. Automation applies the wrong definition consistently; faster alerts do not correct it.
Inspect payment_status and quantity in each contributing record. Sum quantities only where payment_status = paid. If unpaid carts contribute to the purchase quantity, pause automatic buying and correct the filter. Here the corrected alert reads 20, so buy 20. Review again before the next supplier cutoff; keep later customer promises within available stock and delivery capacity.
When buying sixty makes sense
Now change the example: all 40 cart units become paid reservations for Tuesday dispatch. Confirm payment and the promised date. The larger purchase now matches 60 commitments: ordering together requires $620 upfront, whereas two orders require $220 + $420 = $640. Buy together when the paid quantity is confirmed before cutoff; otherwise use the verified total and reconsider any extra stock explicitly.