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Training Compliance Record Quality Audit + Exact Row Deduplication
x402
Training Compliance Record Quality Audit + Exact Row Deduplication is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-26).
Audits training compliance records for data quality issues and identifies exact duplicate rows across up to 200 supplied rows, returning two independent analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Training compliance — Record quality audit + Exact row deduplication: Record quality audit + Exact row deduplication for supplied training compliance records (completed_courses, assigned_courses). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Two independent reports: (1) a record quality audit flagging issues such as null values, out-of-range numbers, malformed dates, or missing required fields in the completed_courses and assigned_courses data; (2) an exact row deduplication report identifying sets of rows that are identical across all fields. Both reports are generated locally from the supplied data with no external lookups.
Example use cases
Pre-submission compliance data cleanup
“Before I submit our quarterly training compliance report, can you check these 150 records for any data quality problems and flag any exact duplicate rows? Each record has a row_id, team_group, date, completed_courses, and assigned_courses.”
LMS export deduplication check
“I exported our LMS data and I'm worried there might be duplicate entries. Can you run a quality audit and exact deduplication check on these training compliance rows grouped by team and date?”
HR data integrity validation
“Our HR team needs to validate training records before loading them into our reporting system — can you audit these records for quality issues and find any rows that are exact duplicates, given we have completed_courses and assigned_courses per team group?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-10-002?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a data quality audit and exact deduplication on training compliance records (completed_courses, assigned_courses) in a single low-cost call. It is ideal for pre-processing LMS exports or compliance datasets of up to 200 rows before downstream reporting or database ingestion. It does not perform live lookups, predictions, or external actions — prefer it for pure local analytical validation of structured training data.
Side effects
- More than 200 rows submitted — request will be rejected due to maxItems limit
- Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) on any row — validation error
- Date field not matching YYYY-MM-DD pattern — schema validation failure
- Numeric values outside the allowed range for completed_courses or assigned_courses — rejected
- Empty rows array (minItems:1 not met) — error response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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