After searching Google for the best up and coming #idp solutions on the market, I came upon Docsumo.
What I liked most?
Unlike many of the other newcomer IDP platforms this one seemed to include a lot more #ai functions built-in. From assigning Ai tags at the field level to support Chat Ai function to use #nlp to prompt the system to return specific data about the document or other captured documents. The Ai table assist, extraction Ai assist and the Few Shot feature really make Docsumo stand apart. Leveraging historically processed documents to enable future extraction outcomes is a strong feature. Moreover the 50+ internall AI Model Hub processors for invoices, utility bills, insurance, etc allow for immediate capture and extraction without building a knowledgebase. This is the type of features we expect from IDP vendors, not having to create definition s/templates and extraction happens immediately out-of-the-box.
Pre and post processing configuration is robust, allowing all sorts of metadata manipulation, concatenation, parsing, removing characters, etc.
Security features like 2FA, SSO are embedded but the user roles are limited and you cannot limit feature access at a granular level. They have concepts like moderator, viewer, contributor and the like which will be ok for smaller organizations that dont need detailed permissions.
Reporting or high level reporting is includ4ed with some basic filters.
And you can build your own custom neural models with load balancing features, straight thru processing and human in the loop quality assurance.
What are some holes in the solution?
Import and export continue to be an issue for many of the newcomer IDP players. Import is basically only email or @Zapier, there is no scan client, no hot folder monitoring, xml or csv imports. No batch concept, so I can see the UI being very messy with millions of documents.
Commercials are very expensive at $0.50 per page with 3 users and limited features.
Document separation does not support computer vision or neural contextual classification. Only options are fixed page, QR code, API and RegEx which can be a challenge when you have multiple document types in a job,. or where first and following pages look the same.
Overall @Docsumo is a well rounded product that an SMB to mid market company could leverage for document ai processing.
Негізгі бет IDP Review - Docsumo
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