Case Study: a major information provider scales municipal bond verification with Botminds AI

1M+ Municipal bonds, 100+ page documents, 100+ attributes to be extracted from complex documents

Botminds AI worked with a major information provider that needed to verify 1M+ municipal bond documents, many of them 100+ pages long and containing 100+ attributes to extract. The company was struggling with inconsistent reviewer output, non-standard clauses, and highly variable document formats, layouts, and legal language across a large volume of continuously updated filings.

Botminds AI implemented an intelligent crawler to monitor and load the latest offering statements, then built custom document understanding AI models trained on just 100+ SME examples. Using Botminds Data APIs, the extracted values were pushed directly into the customer’s database, helping improve accuracy, standardize data, and eliminate manual verification bottlenecks at scale.