{"uid":"cap_tIfXaF8kfYa1o_hr7SpYw","slug":"return-processing-cost-per-case-threshold-classification-40b44421","name":"Return Processing Cost Per Case – Threshold Classification","description":"Return processing cost per case - Threshold classification: Threshold classification for Return processing cost per case. Supplied retail figures only, up to 200 records. No platform access, live rates or order execution. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded threshold classification report.","url":"https://market.datapackvibe.com/x402/assistant-ar-retail-return-processing-cost-threshold?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["labour_cost","postage_cost","other_cost","processed_returns"],"properties":{"other_cost":{"type":"number","default":20,"maximum":1000000000000,"minimum":0},"labour_cost":{"type":"number","default":100,"maximum":1000000000000,"minimum":0},"postage_cost":{"type":"number","default":50,"maximum":1000000000000,"minimum":0},"processed_returns":{"type":"number","default":10,"maximum":1000000000000,"minimum":0,"exclusiveMinimum":0}},"additionalProperties":false},"default":[{"other_cost":20,"labour_cost":100,"postage_cost":50,"processed_returns":10},{"other_cost":22,"labour_cost":110.00000000000001,"postage_cost":55.00000000000001,"processed_returns":11},{"other_cost":20,"labour_cost":100,"postage_cost":50,"processed_returns":10},{"other_cost":22,"labour_cost":110.00000000000001,"postage_cost":55.00000000000001,"processed_returns":11}],"maxItems":200,"minItems":2},"lower":{"type":"number","default":0,"maximum":1000000000000000000,"minimum":-1000000000000000000},"upper":{"type":"number","default":100,"maximum":1000000000000000000,"minimum":-1000000000000000000}}},"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_GYkGjaAKOPEbJoiV7GEde","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":"Classifies retail return processing cost per case as below, within, or above a defined numeric threshold range, given labour, postage, and other cost inputs.","exampleAgentPrompt":"I have four batches of retail returns — labour costs 100, 110, 100, 110; postage costs 50, 55, 50, 55; other costs 20, 22, 20, 22; and processed returns 10, 11, 10, 11 respectively. Classify each batch's cost per case as below, within, or above the threshold range of 0 to 100.","exampleUseCases":[{"title":"Retail chain flagging over-budget return batches","prompt":"I have 8 weeks of return data with labour, postage, and other costs plus the number of returns processed each week. Classify each week's cost per case as within or outside our target range of 10 to 80 so I can flag the over-budget weeks."},{"title":"Operations team benchmarking seasonal return costs","prompt":"Can you classify our holiday season return processing cost per case against our annual average threshold of 15 to 60? I have 12 batches with labour, postage, and other cost figures and the number of returns in each."},{"title":"E-commerce returns efficiency audit","prompt":"Run a threshold classification on our returns data — 5 fulfilment centres each with labour, postage, and other costs, and their processed return counts. Use a lower bound of 5 and upper bound of 50 to see which centres are operating efficiently."}],"resultDescription":"A bounded threshold classification report for each input row, indicating whether the computed return processing cost per case falls below the lower threshold, within the defined range, or above the upper threshold. Up to 200 records processed per call.","failureModes":["Fewer than 2 rows supplied — minimum 2 rows required","processed_returns value of zero causes division error — field must be strictly greater than 0","More than 200 rows submitted — exceeds maxItems limit","Non-numeric values in cost or return fields cause schema validation failure","lower threshold greater than or equal to upper threshold may produce unexpected classifications","Payment not included or insufficient USDC results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need to classify retail return processing cost per case against defined numeric thresholds using your own supplied figures — without needing platform access, live rates, or order execution. Ideal for batch analysis of up to 200 return records where you want a simple below/within/above classification report at low cost.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-16T18:48:30.286Z","isFirstParty":false,"canonicalSlug":"return-processing-cost-per-case-threshold-classification-40b44421"}