{"uid":"cap_KQBfEa2BnWEnpBMyleMxv","slug":"subscription-billing-credits-record-quality-audit-afa38ee0","name":"Subscription Billing Credits – Record Quality Audit","description":"Subscription billing credits - Record quality audit: Record quality audit for Subscription billing credits. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded record quality audit report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-billing-credits-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","provider","date","invoiced_amount","credited_amount"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"provider":{"type":"string","default":"","maxLength":80},"credited_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"invoiced_amount":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","provider":"group-a","credited_amount":1,"invoiced_amount":10},{"date":"2026-10-02","row_id":"row-2","provider":"group-b","credited_amount":2,"invoiced_amount":20},{"date":"2026-10-03","row_id":"row-3","provider":"group-a","credited_amount":3,"invoiced_amount":15},{"date":"2026-10-04","row_id":"row-4","provider":"group-b","credited_amount":4,"invoiced_amount":30}],"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_Veguh7axyBYn3wwcMj6H7","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":"Audits up to 200 subscription billing credit records for data quality issues, returning local descriptive analytics on the supplied dataset.","exampleAgentPrompt":"Can you run a data quality audit on these subscription billing credit records? I have up to 50 rows with fields like row_id, provider, date, invoiced_amount, and credited_amount — I want to see a report flagging any quality issues in the data.","exampleUseCases":[{"title":"Pre-processing billing data validation","prompt":"Before I import this month's subscription billing credits into our system, can you audit these 80 records — each with a row ID, provider name, date, invoiced amount, and credited amount — and tell me if there are any data quality problems I should fix first?"},{"title":"Monthly credit reconciliation check","prompt":"I've got 120 billing credit rows from October for providers group-a and group-b. Can you run a quality audit on them and give me a descriptive report on any issues with the invoiced or credited amounts?"},{"title":"Vendor data quality review","prompt":"We just received a batch of 35 subscription credit records from a new vendor and I want to make sure the data is clean before we process it — can you audit the rows for quality issues and summarize what you find?"}],"resultDescription":"A bounded record quality audit report containing local descriptive analytics on the submitted billing credit rows, including quality flags, completeness checks, and summary statistics for fields such as invoiced_amount, credited_amount, provider, and date. No external enrichment or forecasting is included.","failureModes":["Empty rows array or missing required fields (row_id, provider, date, invoiced_amount, credited_amount) cause validation errors","More than 200 rows submitted exceeds the maxItems limit and will be rejected","Malformed date strings not matching YYYY-MM-DD pattern will fail schema validation","Null or out-of-range numeric values for invoiced_amount or credited_amount may trigger errors","Payment failure (insufficient USDC balance) blocks request processing"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01) data quality audit on a small-to-medium batch of subscription billing credit records (up to 200 rows) and want local descriptive analytics without any external enrichment or forecasting. It is ideal for pre-import validation, vendor data review, or routine monthly quality checks on billing credit datasets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-11T18:55:35.796Z","isFirstParty":false,"canonicalSlug":"subscription-billing-credits-record-quality-audit-afa38ee0"}