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 | Representative documents | Estimated SRTI DBUs | Estimated Price / 1k pages (US East) |
|---|---|---|---|
| Low — simple text | Legal contracts, memos | 10-15 DBU | $0.70-$1.05 |
| Low — simple text with sparse tables or images | Invoices, ID and verification documents | 20-25 DBU | $1.40-$1.75 |
| Medium — text with complex tables, figures, or captions | Company 10-Ks, bank statements | 60-65 DBU | $4.20-$4.55 |
| High — dense forms or complex diagrams | Engineering diagrams, insurance claims forms, W-2s and 1040s | 85-90 DBU | $5.95-$6.30 |
Documents may contain pages with different complexity levels; estimates should reflect the typical mix of pages in the workload.
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.