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Travel Administration Data Quality Suite (Record Audit + String Normalisation + Deduplication)
x402
Travel Administration Data Quality Suite (Record Audit + String Normalisation + Deduplication) is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-25).
Runs three local analytical reports on travel administration records: a record quality audit, string normalisation, and exact row deduplication — for up to 200 rows of trip_count and recorded_cost data.
Price / call$0.01
Success—
StatusUnknown
How this service works
Travel administration — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied travel administration records (trip_count, recorded_cost). 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 separate analytical reports delivered for the submitted rows: (1) a record quality audit flagging missing, null, or out-of-range values in trip_count and recorded_cost; (2) a string normalisation report showing standardised versions of text fields like team_group; (3) an exact row deduplication report identifying and removing fully identical rows. All processing is local with no external lookups.
Example use cases
Pre-reporting travel data cleanup
“Before I submit our quarterly travel report, can you run a quality audit, string normalisation, and exact deduplication on these 80 travel records? Each row has a row_id, team_group, date, trip_count, and recorded_cost.”
Detecting duplicate trip submissions
“I think some of our travel entries have been submitted twice — can you run an exact row deduplication check on these 120 travel administration records so I can see which rows are duplicates?”
Standardising team group labels in trip data
“Our team_group names are inconsistent across these 60 travel records — some are capitalised differently or have extra spaces. Can you run string normalisation plus a record quality audit on them so we get clean, consistent data?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-operations-14-191?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three complementary data quality operations — audit, normalisation, and deduplication — bundled into a single call for travel administration records with trip_count and recorded_cost fields, at low cost ($0.01 USDC for all three reports). Prefer it over single-purpose cleaning tools when you want a comprehensive data quality pass without making multiple API calls. It is best suited for batch offline data quality workflows, not real-time or predictive tasks.
Side effects
- Exceeding 200 rows returns a validation error — the endpoint only supports up to 200 rows per call
- Missing required fields (row_id, team_group, date, trip_count, recorded_cost) will cause row-level validation failures
- Malformed date strings not matching YYYY-MM-DD pattern will be flagged or rejected
- Numeric values outside the allowed range (±1,000,000,000,000) will fail schema validation
- Empty rows array (minItems:1 not met) will return an error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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