Automatically extracting values from financial tables & notes and mapping to custom taxonomy
A large American financial services & rating agency had to Process ~200 thousand annual reports of banks
~2 millions pages in 10+ languages and multiple reporting formats & styles
High variations in the descriptions and line items that needs to mapped to single taxonomy
Data normalization & transformations are needed post extraction, 100+ trained analysts doing manual tagging
Quality is critical as it powers some important financial models
Leveraging the pre-trained table understanding and financial statement understanding models to deliver first version of the solution within days.
Trained the client’s SMEs on Botminds AI platform. SMEs used point & click interfaces from day 1 to improve the accuracies.
Upstream & Downstream custom integrations made to make Botminds AI to work seamlessly with clients current workflow
See Botminds Unified platform in action