Data & retrieval
Document AI
AI used to classify, extract and reason over complex documents.
Definition
Document AI combines optical character recognition, layout analysis, language models and rules to process scans, forms, tables and contracts.
Why it matters
Bank processes depend on messy documents where extraction confidence, layout fidelity and human exception handling are critical.
Related concepts
- Multimodal model
A model able to process or generate more than one type of content.
- Retrieval-augmented generation
Generating answers using information retrieved at request time.
- Human in the loop
A person reviews, approves or corrects AI-assisted work.