AI Functions
Turn unstructured data files like PDFs into structured data for your delta tables.
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Estimated Costs by Job Type
AI Parse Document
The total cost of an AI Parse job is based on the number and size of pages parsed, and the complexity of each page. The table below provides a directional estimate of the total price for 1,000 pages for varying levels of page complexity.
| Job Complexity | Example documents | Estimated SRTI DBUs | Estimated Price / 1k pages (US East) |
|---|---|---|---|
| Low (simple text w/ no caption) | Receipts, W2s | 10-15 DBU | $0.70-$1.05 |
| Low (simple images + captions) | Image w/ caption | 20-25 DBU | $1.40-$1.75 |
| Medium (text + tables + images + captions) | Company 10Ks | 60-65 DBU | $4.20-$4.55 |
| High (complex diagrams + captions) | Engineering diagrams | 85-90 DBU | $5.95-$6.30 |
AI Extract
| Canonical workload | Typical example | Estimated DBUs for 1K inputs | Estimated Total Cost for 1K inputs (US East) |
|---|---|---|---|
| Short text | Receipt with a few fields | 30 - 60 DBUs | $2.10 - $4.20 |
| Invoices | Typical invoice or purchase order (~1 page) | 30 - 60 DBUs | $2.10 - $4.20 |
AI Extract Precision Mode
| Canonical workload | Typical example | Estimated DBUs for 1K inputs | Estimated Total Cost for 1K inputs (US East) |
|---|---|---|---|
| Complex reasoning | Reasoning-heavy fields, e.g., values from dense text | 400 - 725 DBUs | $28.00 - $50.75 |
| Deep nesting | Deeply nested schemas from long, complex documents | 375 - 700 DBUs | $26.25 - $49.00 |
Note: AI Extract does not accept files directly. Documents must first be passed through ai_parse_document.
AI Classify
| Canonical workload | Typical example | Estimated DBUs for 1K documents | Estimated Total Cost for 1K documents (US East) |
|---|---|---|---|
| Short text | News brief | 3 - 6 DBUs | $0.21 - $0.42 |
| Rental contracts | Rental contracts (7-10 pages) | 40 - 60 DBUs | $2.80 - $4.20 |
Note: AI Classify does not accept files directly. Documents must first be passed through ai_parse_document.