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databricks Platform · Updated Aug 19, 2026

ai_extract precision mode is now generally available

You can now use ai extract precision mode for advanced extraction workloads, including multi page documents, schemas with 50 or more fields, many extracted items per document, and complex…

What it does

You can now use ai extract precision mode for advanced extraction workloads, including multi page documents, schemas with 50 or more fields, many extracted items per document, and complex conditional field logic. Applies to: Databricks SQL Databricks Runtime The ai extract() function extracts structured data from text and documents according to a schema you provide. You can use simple field names for basic extraction, or define complex schemas with nested objects, arrays, type validation, and field descriptions for business documents like invoices, contracts, and financial filings.

Why it matters

Customers are responsible for ensuring compliance with applicable model licenses.

Key capabilities
See regional support for aiextract
See regional support for aiextract for the appropriate compliance standard.
See Manage Databricks previews for
See Manage Databricks previews for how to enable it on your workspace. This function is not available on Pro or Classic SQL…
Raw text as a STRING
Raw text as a STRING
A VARIANT produced by another
A VARIANT produced by another AI function (such as aiparsedocument)
Recommended use cases
error.
Architecture
Databricks Platform → Platform
In short

You can now use ai extract precision mode for advanced extraction workloads, including multi page documents, schemas with 50 or more fields, many extracted items per document, and complex conditional field logic.

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Key takeaway
You can now use ai extract precision mode for advanced extraction workloads, including multi page documents, schemas with 50 or more fields, many extracted items per document, and complex…
2026-08-19-ai-extract-precision-mode-is-now-generally-available Generated by the Databricks Updates Agent · browse all updates