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Supplier Qualification — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary
x402
Supplier Qualification — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary 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 data: a record quality audit, exact row deduplication, and a grouped numeric summary of checked_criteria or met_criteria fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Supplier qualification — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary 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
Three independent analytical reports: (1) a record quality audit flagging nulls, format violations, and completeness issues per row; (2) an exact row deduplication report identifying fully identical records; (3) a grouped numeric summary (e.g. count, sum, mean) of the selected numeric field (checked_criteria or met_criteria) broken down by company_group. No external lookups or predictions are made.
Example use cases
Pre-procurement supplier data cleanse
“I have a batch of 150 supplier qualification records with company_group, date, checked_criteria, and met_criteria columns — can you run a quality audit on them, flag any exact duplicate rows, and give me a summary of checked_criteria grouped by company group?”
Quarterly supplier audit report
“Before our quarterly review, run three reports on these supplier qualification records: a record quality audit, exact duplicate detection, and a grouped numeric summary of met_criteria by company group — here are the rows in JSON format.”
Supplier onboarding data validation
“We're onboarding new suppliers and need to validate our qualification dataset — please check record quality, find any exact row duplicates, and summarize the checked_criteria field grouped by company_group for these entries.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-company-02-211?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to simultaneously audit data quality, remove duplicates, and compute grouped statistics on supplier qualification records in a single paid call. Ideal for procurement pipelines that need lightweight, offline analytical processing on up to 200 rows without requiring a live database, external data enrichment, or ML-based predictions. Cost-effective at $0.01 USDC for all three reports combined.
Side effects
- Input array exceeds 200 rows — request rejected
- Missing required fields (row_id, company_group, date, checked_criteria, met_criteria) — validation error
- Invalid date format (must match YYYY-MM-DD) — schema validation failure
- Numeric values outside allowed range (-1e12 to 1e12) — rejected
- Empty rows array — minimum 1 item required
- Invalid field enum value (must be checked_criteria or met_criteria)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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