{"uid":"cap_YiRKG05KHJHyrD_NRDhws","slug":"inventory-position-sequential-input-change-attribution-35bf33df","name":"Inventory Position Sequential Input-Change Attribution","description":"Inventory position - Sequential input-change attribution: Sequential input-change attribution for Inventory position. Supplied retail figures only. Local calculation and scenario analysis; no live inventory, account access, platform fee lookup or order execution. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded sequential input-change attribution deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-retail-inventory-position-waterfall?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"after":{"type":"object","default":{"on_hand":110.00000000000001,"on_order":33,"backorders":11},"required":["on_hand","on_order","backorders"],"properties":{"on_hand":{"type":"number","default":100,"maximum":1000000000000,"minimum":0},"on_order":{"type":"number","default":30,"maximum":1000000000000,"minimum":0},"backorders":{"type":"number","default":10,"maximum":1000000000000,"minimum":0}},"additionalProperties":false},"before":{"type":"object","default":{"on_hand":100,"on_order":30,"backorders":10},"required":["on_hand","on_order","backorders"],"properties":{"on_hand":{"type":"number","default":100,"maximum":1000000000000,"minimum":0},"on_order":{"type":"number","default":30,"maximum":1000000000000,"minimum":0},"backorders":{"type":"number","default":10,"maximum":1000000000000,"minimum":0}},"additionalProperties":false}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_EfTmfStFPlgXtx2SaAo7y","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Performs waterfall (sequential input-change) attribution analysis on inventory position, showing how changes in on-hand, on-order, and backorder quantities each contribute to the overall position change.","exampleAgentPrompt":"My inventory position changed — before I had 100 units on hand, 30 on order, and 10 backorders; now it's 110 on hand, 33 on order, and 11 backorders. Can you run a sequential input-change attribution to show how much each factor contributed to the overall position change?","exampleUseCases":[{"title":"Explaining a quarterly inventory position shift","prompt":"Our inventory position jumped last quarter. Before: 500 units on hand, 120 on order, 40 backorders. After: 620 on hand, 150 on order, 25 backorders. Do a waterfall attribution so I can see how much each input — on-hand, on-order, and backorders — drove that overall change."},{"title":"Attributing inventory delta after a supply disruption","prompt":"After the supplier disruption, on-hand went from 200 to 180, on-order went from 80 to 50, and backorders went from 5 to 30. Can you do a sequential attribution breakdown to show which of those changes had the biggest impact on our inventory position?"},{"title":"Scenario analysis for inventory planning","prompt":"I'm modeling a scenario where on-hand stays at 300, on-order increases from 60 to 90, and backorders drop from 20 to 10. Run the waterfall attribution on those before-and-after figures so I can see the contribution of each input to the overall position change."}],"resultDescription":"A bounded sequential (waterfall) attribution deliverable showing how changes in each of the three inventory inputs — on_hand, on_order, and backorders — individually and cumulatively contribute to the overall change in inventory position between the before and after states.","failureModes":["Missing required fields in before or after objects returns a validation error","Values outside the allowed range (0 to 1,000,000,000,000) are rejected","Non-numeric values for quantity fields cause input schema errors","Payment failure or insufficient USDC balance prevents execution"],"whenToPreferThis":"Use this endpoint when you need to understand the relative contribution of individual inventory drivers (on-hand, on-order, backorders) to a total position change — especially for reporting, root-cause analysis, or scenario planning. It is purely a local calculation using supplied figures, so it does not require live inventory system access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-23T02:01:32.292Z","isFirstParty":false,"canonicalSlug":"inventory-position-sequential-input-change-attribution-35bf33df"}