Got a minute? It’s Fintech Demo Friday! here’s a sneak peek at a new AI toolset for lenders.
In this case were looking at bank statements and docs you might need to validate, digitize and interpret in a lending workflow. My partners over at Blanc Labs build these kinds of solutions all day. But recently they’ve also spun out some of their intelligent document processing, as a standalone product component called Kapti. Here’s me kicking the tires on these kinds of models can do, a little prototype front-end the team put together.
What’s game changing about using LLMs (vs traditional ML/NLP) for these usecases is the potential flexibility to handle data/documents of variable or inconsistent format, but still make sense of them. Further, the potential to better in infer from context how to classify or data enrich individual line items.
What makes an offering like Kapti bank-grade, is the granular observability of the AIs reasoning including confidence levels, customization of business rules as well as the auditability of the entire workflow.
Anyway, enjoy and let me know what you think! Could you use tech like this?