Choose the Model for Scanned Contracts
Choose a model path for document extraction when input modality and failure modes matter.
The contracts are not just words; layout and signatures affect the answer. What is the strongest first model-selection plan? Run OCR on every page, then send the text to the cheapest language model. This may be viable only if OCR preserves the fields that matter. It skips the modality test and can hide layout or signature failures. Pilot a vision-capable model on 30 representative contracts, score clause and table extraction, and route low-confidence cases to review. Right. The plan matches model family to visual input, uses task-specific metrics, and keeps cost under control through exception routing. Pick the highest-ranked model…
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