{"uid":"cap_AKGuyC72WqZU-dlGPxF1h","slug":"manufacturing-output-record-quality-audit-75da9910","name":"Manufacturing Output – Record Quality Audit","description":"Manufacturing output - Record quality audit: Record quality audit for Manufacturing output. Up to 200 supplied typed records. Local numeric and data-quality processing; no external enrichment or forecasting. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded record quality audit deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-analytics-manufacturing-output-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","line","date","units","defects"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"line":{"type":"string","default":"","maxLength":80},"units":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"defects":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","line":"group-a","units":10,"row_id":"row-1","defects":1},{"date":"2026-10-02","line":"group-b","units":20,"row_id":"row-2","defects":2},{"date":"2026-10-03","line":"group-a","units":15,"row_id":"row-3","defects":3},{"date":"2026-10-04","line":"group-b","units":30,"row_id":"row-4","defects":4}],"maxItems":200,"minItems":1}}},"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_BkjJ1z1MLpNdvJVvyRJCj","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":"Accepts up to 200 manufacturing output records and performs local numeric and data-quality checks, returning a bounded quality audit deliverable per batch.","exampleAgentPrompt":"Can you run a quality audit on these 50 manufacturing records from line group-a and group-b for October 2026 — each row has a row ID, date, units produced, and defect count — and flag any data quality issues?","exampleUseCases":[{"title":"Daily production line defect audit","prompt":"I have 80 records from our factory floor for last week — each has a line name, date, units made, and defect count. Can you run a quality audit on them and tell me which records have data issues or unusually high defect rates?"},{"title":"End-of-month data quality validation","prompt":"Before I close out October's manufacturing report, can you audit these 150 production records across all our lines to check for missing values, impossible numbers, or any data-quality problems I should fix?"},{"title":"Multi-line defect trend check","prompt":"We have records from group-a and group-b lines spanning the past two weeks — about 120 rows with units and defects per day. Can you do a quality audit and summarize which lines or dates look suspicious?"}],"resultDescription":"A bounded quality audit deliverable containing numeric summaries, data-quality flags, and defect analysis for up to 200 submitted manufacturing output records, computed locally without external enrichment.","failureModes":["Fewer than 1 row submitted returns a validation error","More than 200 rows exceed the maxItems limit and are rejected","Invalid date format (not YYYY-MM-DD) causes schema rejection","Missing required fields (row_id, line, date, units, defects) causes item-level errors","Non-numeric or out-of-range unit/defect values may be flagged or cause errors","Payment not included or insufficient (must be 0.01 USDC) results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need fast, local numeric and data-quality auditing of up to 200 manufacturing output records (with units produced and defect counts) without requiring external enrichment, forecasting, or downstream integrations. Ideal for batch validation of production data before reporting or archiving.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:48:02.047Z","isFirstParty":false,"canonicalSlug":"manufacturing-output-record-quality-audit-75da9910"}