Where the product is today
- Today, invoice rules, literal-label field previews and aligned table schemas handle the supported extraction workflows.
- General model-based extraction is not included in the current trial.
A delivery record with repeating items
The planned workflow would extract a delivery reference, parties, dates and repeating item records into a defined schema, with each value linked to its source.
Availability and evaluation
- This is a product roadmap, not an available extraction mode.
- No general accuracy rate, model provider or release date is promised.
What we plan to build
- Define typed fields, descriptions, required values, arrays and nested objects.
- Extract against a versioned schema with page and span evidence for each value.
- Return missing, conflicting and unsupported states rather than inventing values.
- Validate outputs, route exceptions for review and measure cost and correction time.
How this should be evaluated
- Evaluate on held-out documents from the intended workflow.
- Measure field accuracy, missing-value behavior and citation correctness.
- Test contradictory content and document text that tries to instruct the model.