Document image to structured output
Document images paired with the structured JSON a model should produce.
Overview
Each document image is paired with the full structured output, including tables, key-value pairs and reading order, so vision-language models can be trained end to end rather than through a separate OCR stage.
Specification
- Format
- Images plus JSONL
- Types
- Invoices, forms, reports, receipts
- Structure
- Tables, key-value, reading order
- Privacy
- Redacted and verified
Sample
Illustrative sample. It shows the structure, fields and metadata of this dataset with invented values, not real recordings or records. A real sample pack is sent on request.
| item_id | modalities | image_file | audio_file | text | language | alignment_check | qa_status |
|---|---|---|---|---|---|---|---|
| mm_0001 | image + text | sample_0001.jpg | - | Customer reports a delayed refund and asks for a status update. | English | text matches image | accepted |
| mm_0002 | image + text | sample_0002.jpg | - | Agent confirms identity and explains what happens next. | English | text matches image | accepted |
| mm_0003 | audio + video + text | sample_0003.jpg | sample_0003.wav | User asks a follow-up that depends on the previous turn. | English | text matches image | accepted |
| mm_0004 | image + text | sample_0004.jpg | - | Customer switches topic and the agent re-confirms the goal. | English | text matches image | accepted |
| mm_0005 | image + text | sample_0005.jpg | - | Conversation closes with a summary and a confirmation. | English | text matches image | accepted |
Quality assurance
- Structure validation
- Reading order audit
- Redaction verification
More in the catalogue
Full catalogue
General conversation speech
Spontaneous telephonic conversation from native speakers, recruited against region quotas.
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Call centre speech
Real support calls with agent and customer channels separated and code-switching preserved.
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BFSI call centre speech
Banking support calls covering balance, dispute, collections and onboarding flows.
Learn moreWant a real sample before you commit?
The sample above shows the structure. We also send a representative slice that includes the hard cases, plus the QA report and licence terms. No call required.