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Translation Delivery Record Audit: Quality Check, String Normalisation & Deduplication
x402
Translation Delivery Record Audit: Quality Check, 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 2026-10-29).
Audits translation delivery records for quality issues, normalises string fields, and removes exact duplicate rows across up to 200 rows in three bundled reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Translation delivery — Record quality audit + String normalisation + Exact row deduplication: Record quality audit + String normalisation + Exact row deduplication for supplied translation delivery records (translated_words, source_words). 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 bundled analytical reports: (1) a record quality audit identifying issues in translated_words, source_words, date, and other fields; (2) normalised string output for string-type fields such as document_group and row_id; (3) a deduplicated row set with exact duplicate rows identified or removed. All analysis is performed locally on the supplied data with no external lookups.
Example use cases
Pre-invoice translation billing audit
“Before I send invoices to clients, can you run a quality audit, string normalisation, and deduplication check on my translation delivery records for October? I have 80 rows with row_id, document_group, date, translated_words, and source_words fields.”
Cleaning exported translation management data
“I exported 150 rows from our translation management system and I need you to check for data quality issues, normalise any inconsistent string formatting in document_group and date fields, and flag exact duplicate rows before I import them into our database.”
Freelance translator word count reconciliation
“I've got 40 translation delivery rows from three freelancers this week with their translated_words and source_words counts — can you audit them for quality problems, clean up the strings, and remove any duplicate entries so I can reconcile payments?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-writing-04-191?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, low-cost ($0.01 USDC) batch check of translation delivery records covering quality auditing, string normalisation, and exact deduplication in a single call. It is ideal for pre-invoice validation, post-export cleaning, or reconciliation workflows where you have up to 200 rows of translated_words/source_words data and do not need live translation, ML-based quality estimation, or human professional review.
Side effects
- More than 200 rows submitted — request rejected, max batch size is 200
- Missing required fields (row_id, document_group, date, translated_words, source_words) cause row-level validation errors
- Invalid date format (not YYYY-MM-DD) triggers schema validation failure
- Numeric fields outside allowed range (-1,000,000,000,000 to 1,000,000,000,000) rejected
- Empty rows array rejected (minItems: 1)
- Payment of 0.01 USDC not completed results in 402 response
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array |
Tags
x402
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