Case Study: Global Mortgage Provider achieves 90% faster execution and 99.9% data accuracy with AntWorks' ANTstein platform

Global Mortgage Provider - Customer Case Study

Global Mortgage Provider, a leading U.S. mortgage business‑services firm handling millions of transactions annually, faced a cumbersome mortgage document extraction process: many document types (including handwritten and state‑specific forms) and hundreds of required data points overwhelmed traditional OCR. After three years pursuing automation internally, the customer engaged AntWorks and adopted the ANTstein integrated automation platform (IAP) to solve the challenge.

AntWorks deployed ANTstein’s Document Detection & Identification, Cognitive Machine Reading and machine‑learning modules to auto‑classify documents, extract data fields, apply business rules and produce standardized outputs. The AntWorks solution cut implementation time from 2–3 months to 2–3 weeks, delivered 90% faster execution, repurposed 90% of FTEs, achieved >80% extraction accuracy with 99.9% data accuracy confidence scores, improved turnaround by 100% and smoothed revenue and sales conversion.