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Supplier Qualification Data Quality Suite — Audit + Deduplication + Adjacent Row Changes
x402
Supplier Qualification Data Quality Suite — Audit + Deduplication + Adjacent Row Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Runs three analytical reports on supplier qualification records: a record quality audit, exact row deduplication, and adjacent row change detection for checked_criteria or met_criteria fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes for supplied supplier qualification records (checked_criteria, met_criteria). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Returns three independent analytical reports: (1) a record quality audit flagging issues like nulls or out-of-range values in the selected field, (2) an exact row deduplication report identifying fully identical rows, and (3) an adjacent row change report showing differences between consecutive rows for the selected field (checked_criteria or met_criteria) across up to 200 supplier qualification records.
Example use cases
Supplier onboarding data cleanse
“I've got a batch of 80 supplier qualification records from our onboarding pipeline and I want to check them for data quality issues, find any exact duplicates, and see where checked_criteria changes between adjacent rows — can you run all three reports on this dataset?”
Procurement audit trail validation
“Before we finalize our quarterly supplier audit, can you run the quality audit, deduplication check, and adjacent row change report on our supplier qualification records using the met_criteria field? I'll give you the rows with company_group, date, and criteria counts.”
Vendor data migration QA
“We just migrated 150 supplier qualification rows from our old system and I need to verify data integrity — please run the record quality audit, exact row deduplication, and adjacent row changes analysis on met_criteria so I can spot any issues before we go live.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-217?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three simultaneous data quality reports on supplier qualification records in a single $0.01 call — specifically the combination of record quality audit, exact row deduplication, and adjacent row change detection. Prefer this over single-report endpoints when you want all three analyses in one round trip. Best suited for offline/batch data quality checks on up to 200 rows of supplier data with checked_criteria and met_criteria fields; not appropriate when live lookup, external validation, or predictive analytics are needed.
Side effects
- More than 200 rows submitted — request exceeds maxItems limit
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) cause validation errors
- Invalid date format (non-YYYY-MM-DD) rejected by pattern validation
- field enum value not one of 'checked_criteria' or 'met_criteria' causes rejection
- Empty rows array (minItems:1 not met) returns error
- Numeric values outside allowed range (-1000000000000 to 1000000000000) rejected
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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