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Data Reconciliation — Record Quality Audit + Duplicate Key Report
x402
Data Reconciliation — Record Quality Audit + Duplicate Key Report 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).
Audits record quality and detects duplicate keys in supplied data reconciliation rows (up to 200), returning two independent analytical reports comparing source and target totals.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report for supplied data reconciliation records (source_total, target_total). 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
Returns two independent analytical reports: (1) a record quality audit highlighting data issues such as nulls, out-of-range values, or formatting problems across the supplied rows, and (2) a duplicate key report identifying any duplicate row_id values within the dataset. Both reports are computed locally using analytical engines on up to 200 supplied rows, with no external lookups or predictions.
Example use cases
Finance team reconciliation quality check
“I need to audit the quality of our month-end reconciliation records and find any duplicate row IDs — can you run a record quality audit and duplicate key report on these 120 rows where each row has a date, a dataset group like 'ledger-a', and source and target totals?”
ETL pipeline data integrity validation
“After our ETL run, I want to check whether the output reconciliation data has any duplicate keys or quality issues — please audit these records grouped by 'pipeline-output' with dates from 2026-09-01 to 2026-09-30 and their source and target totals.”
Multi-group duplicate detection before reporting
“Before I generate our quarterly report, can you scan these reconciliation rows across groups 'region-north' and 'region-south' for duplicate row IDs and flag any record quality problems? There are about 80 rows with dates and source/target totals.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-003?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need both a record quality audit and a duplicate key detection report on reconciliation data in a single $0.01 call. It is ideal for batch validation of up to 200 rows of source/target total pairs without requiring any live external lookups. Prefer this over general-purpose data profiling tools when your use case is specifically data reconciliation between a source and target system and you want two focused reports (quality + duplicates) rather than a broad analytical suite.
Side effects
- Exceeding 200 rows results in a validation error
- Missing required fields (row_id, dataset_group, date, source_total, target_total) per row causes rejection
- Malformed date format (not YYYY-MM-DD) triggers a schema validation error
- source_total or target_total values outside ±1,000,000,000,000 are rejected
- Empty rows array (minItems: 1 violated) returns an error
- Payment of 0.01 USDC not received results in 402 Payment Required
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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