-70%manual data entry
97%field accuracy after review
2xdocuments processed per day
The Client
A medical billing company, based in Miami, FL, operating in the healthcare & medical billing (rcm) sector.
The Challenge
Staff manually keyed data from EOB documents.
Our Solution
- LLM-based document extraction with validation rules
- Human review queue for low-confidence fields
- Secure processing pipeline
- Billing system integration
The Results
- -70% manual data entry
- 97% field accuracy after review
- 2x documents processed per day
Services Used
LLM & Generative AI Integration · AI Automation
Client identity withheld. This anonymized case study is an illustrative example of our approach; figures are examples and results vary by business, market and budget.





