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Data Validation Results – Record Quality Audit
x402
Data Validation Results – Record Quality Audit is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-21).
Runs a local descriptive quality audit on up to 200 data validation records, reporting failure rates and quality metrics per rule and date.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data validation results - Record quality audit: Record quality audit for Data validation results. 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.
Output
A bounded record quality audit report with descriptive analytics covering failure rates, pass/fail counts, and quality summaries broken down by rule and date — no enrichment or forecasting included.
Example use cases
Daily pipeline validation audit
“I ran our nightly data pipeline yesterday and have validation results for 50 rules across dates from 2025-07-01 to 2025-07-07 — each row has a rule name, how many records were checked, and how many failed. Can you audit the record quality and tell me which rules are performing worst?”
Comparing two rule groups
“I have validation data for two rule groups, 'schema-check' and 'range-check', across the past 10 days with checked and failed record counts per day. Can you produce a quality audit report showing failure rates for each group so I can compare them?”
Spot-check after data migration
“We just migrated data to a new system and ran 30 validation rules. I have records for each rule showing how many rows were checked and how many failed on 2025-06-15. Can you audit the record quality and flag any rules with unusually high failure rates?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-validation-results-quality?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a fast, inexpensive ($0.01 USDC) local descriptive quality audit on a batch of up to 200 validation records without requiring external enrichment, forecasting, or data egress. Ideal for pipeline monitoring, post-migration checks, or routine data quality reporting where you already have checked/failed record counts per rule and date.
Side effects
- Empty rows array or missing required fields (row_id, rule, date, checked_records, failed_records) cause validation errors
- More than 200 rows submitted exceeds the maximum item limit
- Malformed date strings not matching YYYY-MM-DD pattern are rejected
- checked_records or failed_records values outside the allowed numeric range fail schema validation
- Payment not fulfilled (x402 protocol) results in 402 response and no report
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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