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Data Reconciliation — Record Quality Audit + Exact Row Deduplication + Duplicate Key Report
x402
Data Reconciliation — Record Quality Audit + Exact Row Deduplication + 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 2026-10-19).
Runs three analytical reports on up to 200 reconciliation rows: a record quality audit, exact row deduplication, and a duplicate key report comparing source and target totals.
Price / call$0.01
Success—
StatusUnknown
How this service works
Data reconciliation — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied data reconciliation records (source_total, target_total). 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 missing or malformed fields across the supplied rows, (2) an exact row deduplication result identifying and removing identical rows, and (3) a duplicate key report highlighting rows sharing the same key fields. All computed locally with no external lookups.
Example use cases
Financial reconciliation data quality check
“I have a set of daily reconciliation rows with source and target totals for two groups — 'group-a' and 'group-b' — can you run a full quality audit, remove exact duplicate rows, and flag any duplicate keys across the dataset?”
ETL pipeline deduplication audit
“After running my ETL pipeline I ended up with up to 200 reconciliation rows per run — can you check them for record quality issues, exact duplicates, and duplicate row_id keys so I can clean the output before loading?”
Multi-group dataset integrity report
“I've got reconciliation data across several dataset groups with dates from last quarter — can you generate all three reports: the record quality audit, exact row deduplication, and duplicate key report so I can see where my data has integrity problems?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-analytics-11-209?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three reconciliation-focused data quality reports in a single call for up to 200 rows at minimal cost ($0.01 USDC). It is best suited for batch validation of source-vs-target reconciliation datasets where you need quality auditing, exact deduplication, and duplicate key detection without any external lookups, predictions, or live data access.
Side effects
- More than 200 rows submitted — request rejected due to maxItems constraint
- Missing required fields (row_id, dataset_group, date, source_total, target_total) — validation error
- Date field does not match YYYY-MM-DD pattern — schema validation failure
- source_total or target_total outside allowed range (-1T to 1T) — validation error
- Empty rows array — minItems violation
- Payment not included or insufficient — x402 payment required error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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